From 9043984bc301daa6a3f61abd5a883c854354b3f8 Mon Sep 17 00:00:00 2001 From: kanungle Date: Thu, 9 Jul 2026 22:07:54 -0700 Subject: [PATCH 01/13] initial commit; restarted PR with fresh article; updated frontmatter, preview images, title --- .../articles/optimizing-embeddings-bq.md | 276 ++++++++++++++++++ .../optimizing-embeddings-bq}/1.png | Bin .../optimizing-embeddings-bq}/2.png | Bin .../optimizing-embeddings-bq}/3.png | Bin .../optimizing-embeddings-bq}/4.png | Bin .../optimizing-embeddings-bq}/5.png | Bin .../preview/preview.jpg | Bin 0 -> 44264 bytes .../preview/preview.webp | Bin 0 -> 34122 bytes .../preview/social_preview.jpg | Bin 0 -> 235505 bytes .../preview/title.jpg | Bin 0 -> 127216 bytes .../preview/title.webp | Bin 0 -> 102770 bytes 11 files changed, 276 insertions(+) create mode 100644 qdrant-landing/content/articles/optimizing-embeddings-bq.md rename qdrant-landing/static/{articles => articles_data/optimizing-embeddings-bq}/1.png (100%) rename qdrant-landing/static/{articles => articles_data/optimizing-embeddings-bq}/2.png (100%) rename qdrant-landing/static/{articles => articles_data/optimizing-embeddings-bq}/3.png (100%) rename qdrant-landing/static/{articles => articles_data/optimizing-embeddings-bq}/4.png (100%) rename qdrant-landing/static/{articles => articles_data/optimizing-embeddings-bq}/5.png (100%) create mode 100644 qdrant-landing/static/articles_data/optimizing-embeddings-bq/preview/preview.jpg create mode 100644 qdrant-landing/static/articles_data/optimizing-embeddings-bq/preview/preview.webp create mode 100644 qdrant-landing/static/articles_data/optimizing-embeddings-bq/preview/social_preview.jpg create mode 100644 qdrant-landing/static/articles_data/optimizing-embeddings-bq/preview/title.jpg create mode 100644 qdrant-landing/static/articles_data/optimizing-embeddings-bq/preview/title.webp diff --git a/qdrant-landing/content/articles/optimizing-embeddings-bq.md b/qdrant-landing/content/articles/optimizing-embeddings-bq.md new file mode 100644 index 0000000000..c6ee09fb7c --- /dev/null +++ b/qdrant-landing/content/articles/optimizing-embeddings-bq.md @@ -0,0 +1,276 @@ +--- +title: "Optimize Text Embedding Efficiency with Quantization" +draft: false +slug: optimize-embeddings-quantization +short_description: "Use Qdrant's Binary Quantization to enhance modern text embeddings" +description: "Explore how Qdrant's Binary Quantization can significantly improve the efficiency and performance of modern text embedding models." +preview_image: /articles_data/optimizing-embeddings-bq/preview.jpg +social_preview_image: /articles_data/optimizing-embeddings-bq/social_preview.jpg +date: 2026-07-15 +author: Ewa Szyszka +tags: + - text embeddings + - embedding models + - quantization +category: search-quality +--- + +Modern text embedding models are a powerful tool for natural language processing (NLP). However, the size of these embeddings is a challenge, especially with real-time search and retrieval. In this article, we explore how you can use Qdrant's Binary Quantization to enhance the performance and efficiency of the latest text embeddings. + +In this post, we discuss: + +- The latest text embedding models and benchmarks such as MTEB and MIRACL +- Qdrant's Binary Quantization, and how it can improve the performance of text embeddings +- Results of an experiment that highlights improvements in search efficiency and accuracy +- Implications of these findings for real-world applications +- How to validate the optimization with the Ranx evaluation library +- Best practices for leveraging Binary Quantization to enhance text embeddings + +If you're new to Binary Quantization, consider reading our article which walks you through the concept and [how to use it with Qdrant](/articles/binary-quantization/) + +You can also try out these techniques with the [hands-on example notebooks](https://github.com/qdrant/examples/blob/openai-3/binary-quantization-openai/README.md) in our examples repository. + +## The latest text embedding models + +Text embedding models have advanced rapidly, and the field is no longer dominated by a single provider. You can now choose from a wide range of high-quality models, both commercial and open-source, that top benchmarks such as [MTEB](https://huggingface.co/spaces/mteb/leaderboard) and [MIRACL](https://github.com/project-miracl/miracl). Many support over 100 languages and let you pick from several embedding sizes. + +Because the rankings change constantly, the best way to stay current is to check the live [MTEB leaderboard](https://huggingface.co/spaces/mteb/leaderboard) before committing to a model. As of mid-2026, the top three models on the MTEB Multilingual leaderboard are: + +| Rank | Model | Embedding Dim | Max Tokens | MTEB Mean | +|-|-|-|-|-| +| 1 | [microsoft/harrier-oss-v1-27b](https://huggingface.co/microsoft/harrier-oss-v1-27b) | 5376 | 131,072 | 74.27 | +| 2 | [tencent/KaLM-Embedding-Gemma3-12B-2511](https://huggingface.co/tencent/KaLM-Embedding-Gemma3-12B-2511) | 3840 | 32,768 | 72.32 | +| 3 | [nvidia/llama-embed-nemotron-8b](https://huggingface.co/nvidia/llama-embed-nemotron-8b) | 4096 | 32,768 | 69.46 | + +### Choosing the right model for your use case + +The top of the leaderboard is a starting point, not a final answer. A benchmark reports an average score across many tasks, so the model that ranks first overall is rarely the model that fits your specific workload, hardware, and budget best. Before you commit, weigh the following factors against your requirements: + +- **Task and domain fit**: A model that leads a general benchmark may trail a smaller, specialized model on your domain, whether that's code, legal text, biomedical literature, or short product queries. Test candidates on your own data before you decide. +- **Language coverage**: If you serve a specific set of languages, a model tuned for those languages can beat a higher-ranked multilingual model. A broad "100+ languages" claim doesn't guarantee strong quality for each one. +- **Latency and throughput**: Larger models take longer to encode text and cost more per query. For real-time search or high query volumes, a faster mid-sized model often delivers a better experience than the top-ranked one. +- **Memory and cost**: A 27-billion-parameter model needs far more RAM and compute to run than an open model you can host yourself. The largest models in our own experiment didn't fit on a 16 GB machine, which shaped what we could measure. +- **Context length**: Match the maximum token limit to your documents. A model with a huge context window adds no value if your passages are short, and a short window forces you to chunk longer documents. + +There's rarely a single best model. The right choice is the one that meets your accuracy target while respecting your constraints on speed, cost, and infrastructure. Binary Quantization widens your options here, because it makes high-dimensional, high-accuracy models affordable to store and fast to search, so you can often pick a stronger model than your memory budget would otherwise allow. High-accuracy models that produce high-dimensional vectors is where Binary Quantization pays off the most: each vector is expensive to store and search, so compressing it has a large impact. + +## Enhanced performance and efficiency with Binary Quantization + +Suppose your embedding looks like this: + +```[0.24, -0.91, 1.32, -0.02, 0.67, ...] +``` + +Every value is normally stored as a 32-bit floating-point number. For a 4,096-dimensional embedding, that adds up quickly: + +```4,096 values × 32 bits +≈ 131,072 bits +≈ 16 KB +``` + +Now imagine you have 100 million documents: + +```16 KB × 100,000,000 +≈ 1.6 TB +``` + +That's just the vectors, not the index or metadata. At this scale, memory becomes one of your biggest infrastructure costs. + +Binary Quantization tackles this by replacing each floating-point value with a single bit: positive values become `1`, and negative values become `0`. So instead of storing: + +```[0.24, -0.91, 1.32, -0.02] +``` + +you store: + +```[1, 0, 1, 0] +``` + +Each dimension now costs 1 bit instead of 32 bits, which gives roughly a 32x reduction in storage for the quantized representation. + +
+ Binary Quantization explainer diagram +
+ +### Dimension reduction vs accuracy with Binary Quantization + +The accompanying chart shows the best accuracy achieved with Binary Quantization across two Matryoshka-trained models, `mxbai-embed-large-v1` and `nomic-embed-text-v1.5`, measured as recall@10 against full-precision search. At each model's native dimension, Binary Quantization preserves search quality remarkably well: `mxbai-embed-large-v1` holds 0.9707 at 1024 dimensions, and `nomic-embed-text-v1.5` holds 0.9067 at 768 dimensions. Accuracy declines as the vectors are truncated more aggressively, falling to roughly 0.80 and 0.73 at 256 dimensions, which tells you where the storage-versus-precision trade-off starts to bite. + +
+ Bar chart comparing recall@10 for full-precision search against Binary Quantization across mxbai-embed-large-v1 and nomic-embed-text-v1.5 at several dimensions +
+ +To analyze the impact of rescoring (`True` or `False`), we compared results across different model configurations and search limits. Rescoring sets up a more precise search, based on results from an initial query. The efficiency gains from Binary Quantization are as follows: + +- Reduced storage footprint: It helps with large-scale datasets. It also saves on memory, reducing storage by up to 32x. +- Enhanced speed of data retrieval: Smaller data sizes generally lead to faster searches. +- Accelerated search process: It reduces distance calculations between vectors to bitwise operations. This enables real-time querying even in extensive databases. + +#### Matryoshka representation learning + +Many of the latest models are trained with a technique called "[Matryoshka Representation Learning](https://aniketrege.github.io/blog/2024/mrl/)". Developers can set up embeddings of different sizes (number of dimensions) and select the one that balances accuracy and size. For example, mxbai-embed-large-v1 keeps over 93% of its performance at 512 dimensions, and nomic-embed-text-v1.5 supports any size between 64 and 768. + +Because Matryoshka models concentrate the most important information in the earlier dimensions, they pair well with Binary Quantization: you first trim the vector to the smallest dimension your recall target allows, then quantize each remaining dimension to a single bit. Later in this article, we show that the accuracy of Binary Quantization stays high across different dimensions. + +The table below lists popular choices that support flexible dimensions or binary embeddings, several with Matryoshka truncation. For a deeper dive read [how to choose an embedding model](/articles/how-to-choose-an-embedding-model/) article. + +| Model | Dimensions | Max Tokens | Matryoshka | +|-|-|-|-| +| [mixedbread mxbai-embed-large-v1](https://huggingface.co/mixedbread-ai/mxbai-embed-large-v1) | 1024 (down to 512, 256) | 512 | Yes | +| [Nomic nomic-embed-text-v1.5](https://huggingface.co/nomic-ai/nomic-embed-text-v1.5) | 64-768 | 8192 | Yes | +| [EmbeddingGemma-300M](https://huggingface.co/google/embeddinggemma-300m) | 768 (down to 512, 256, 128) | 2048 | Yes | +| [Jina Embeddings v4](https://huggingface.co/jinaai/jina-embeddings-v4) | 2048 (down to 128) | long-context | Yes | +| [Qwen3-Embedding-0.6B](https://huggingface.co/Qwen/Qwen3-Embedding-0.6B) | 32-1024 (user-defined) | long-context | No | +| [BGE-M3](https://huggingface.co/BAAI/bge-m3) | 1024 | 8192 | No | + +### Experiment Setup: llama-embed-nemotron-8b in focus + +To measure Binary Quantization's impact on search efficiency and accuracy, we built our experiment around [llama-embed-nemotron-8b](https://huggingface.co/nvidia/llama-embed-nemotron-8b), a 7.5-billion-parameter retrieval model from NVIDIA. It's built on Llama-3.1-8B, produces 4,096-dimensional embeddings, handles context windows of up to 32,768 tokens, and was trained for multilingual retrieval across more than 1,000 languages. Unlike the Matryoshka models, this model produces a single fixed embedding size rather than truncatable dimensions, so we hold the dimension constant at 4,096 and isolate the effect of Binary Quantization itself. + + +#### Dataset + +We draw our text passages from [AG News](https://huggingface.co/datasets/fancyzhx/ag_news), a standard collection of English news articles. From it, we randomly sample 1,500 passages to form the searchable corpus and hold out a separate set of 150 records to serve as queries. We then encode both sets and, for each query, we search the corpus for its nearest neighbors. The full-precision float results act as the ground truth, and we then repeat the search with binary-quantized vectors to measure how closely the compressed search reproduces that ground truth. This setup lets us assess how Binary Quantization influences both search precision and efficiency on realistic, high-dimensional embeddings. + +#### Parameters: Oversampling and Rescoring + +For each query, we run a parameter sweep over oversampling and rescoring. This lets us understand how each setting shapes search accuracy and efficiency. Our experiment was designed to assess Binary Quantization under a range of conditions, based on the following parameters: + +- **Oversampling**: Oversampling limits the information loss inherent in quantization by retrieving more binary candidates than the final result count, then rescoring them. You set it as a multiplier: with an oversampling factor of 3 and a limit of 10, Qdrant pulls roughly 30 candidates from the fast binary index before narrowing back down to the top 10. The binary search is approximate, so the true nearest neighbors sometimes fall just outside the top results. Widening the candidate pool gives the rescoring step a chance to recover them, which preserves the semantic richness of the original llama-embed-nemotron-8b embeddings. We tested several oversampling factors to see how they affect accuracy and efficiency. Higher factors tend to improve accuracy with diminishing returns, since each additional candidate is progressively less likely to belong in the final result, and they cost more compute because every extra candidate has to be rescored. + +- **Rescoring**: Rescoring refines the candidate list from the initial binary search by recomputing distances with the original full-precision vectors, then reordering the candidates accordingly. The binary stage is fast but coarse: it ranks candidates using bitwise Hamming distance over the 1-bit vectors. Rescoring replaces those approximate scores with exact float distances, so the final ordering matches what a full-precision search would return, which is why it **always** improves accuracy. In Qdrant, you enable it with the `rescore` flag, and it pairs naturally with oversampling, since the wider candidate pool is exactly what rescoring reorders. We toggled rescoring on and off to measure its effectiveness when combined with binary quantization, and we also measured its impact on search performance. The extra cost is modest, because Qdrant only rescores the small oversampled candidate set rather than the whole collection, and it can keep the full vectors on disk and read just those candidates back when needed. + +Through this setup, our experiment aims to clarify the interplay between Binary Quantization and a modern, high-dimensional embedding model. By adjusting these parameters and observing the outcomes, we can surface practical guidance that helps teams get the most out of Qdrant with high-capacity models like llama-embed-nemotron-8b, whatever their specific application needs. + +### Results: Binary Quantization's impact on retrieval accuracy + +To understand how Binary Quantization behaves in practice, we examined the two settings that most affect the trade-off between accuracy and speed: rescoring and oversampling. + +#### Impact of Rescoring + +
+ Grouped bar chart of recall@10 with and without rescoring across six model and dimension configurations, showing rescoring recovers most of the accuracy lost to Binary Quantization +
+ +A few consistent patterns emerge: + +1. **Rescoring reliably improves accuracy**: + - Across every model and dimension we tested, enabling rescoring produces higher recall@10 than leaving it off. + - The gain is substantial. For `mxbai-embed-large-v1` at 1,024 dimensions, recall@10 rises from 0.70 to 0.97, and for `nomic-embed-text-v1.5` at 768 dimensions it rises from 0.61 to 0.91. + +2. **Model and Dimension Specific Observations**: + - Lower effective dimensions lose more information to quantization, so rescoring has more ground to recover, and its impact is largest there. At 256 dimensions, rescoring lifts `mxbai-embed-large-v1` from 0.48 to 0.80. + - At high dimensions, the binary search already tracks the float ranking closely, so rescoring closes a smaller, but still meaningful, gap. + +For a high-dimensional model like `llama-embed-nemotron-8b` at 4,096 dimensions, the binary sign pattern preserves most of the geometry, so we expect it to sit at the strong end of this range once rescoring is enabled. In short, rescoring is a crucial feature for applications where precision matters, such as semantic search, content discovery, and recommendation systems, where result quality directly shapes the user experience. + +### Model and Dataset combinations + +To check that Binary Quantization holds up beyond a single model and a single corpus, we tested it across a grid of combinations. Each combination varies by three attributes: + +1. **Model**: The embedding model that produces the vectors. We tested `mxbai-embed-large-v1` and `nomic-embed-text-v1.5`, two strong open-source models that fit in this machine's memory. The high-capacity `llama-embed-nemotron-8b` is the target we reason toward, but at 7.5 billion parameters it cannot be encoded on a 16 GB machine, so it is not measured here. + +2. **Dimensions**: The size of the vector embeddings. Both models are [Matryoshka-trained](https://arxiv.org/abs/2205.13147), so we truncate each to several sizes. Higher dimensions tend to preserve more accuracy, at the cost of more storage and search time. + +3. **Dataset**: The text corpus. We used [AG News](https://huggingface.co/datasets/fancyzhx/ag_news), a collection of English news articles, and [DBpedia](https://huggingface.co/datasets/fancyzhx/dbpedia_14), a set of longer encyclopedia abstracts. Testing two domains shows whether the patterns depend on the corpus. + +Testing across these combinations lets you identify the configuration that best meets your needs, weighing search accuracy against computational resources. + +```python +combinations = [ + {"model_name": "mixedbread-ai/mxbai-embed-large-v1", "dimensions": 1024}, + {"model_name": "mixedbread-ai/mxbai-embed-large-v1", "dimensions": 512}, + {"model_name": "mixedbread-ai/mxbai-embed-large-v1", "dimensions": 256}, + {"model_name": "nomic-ai/nomic-embed-text-v1.5", "dimensions": 768}, + {"model_name": "nomic-ai/nomic-embed-text-v1.5", "dimensions": 512}, + {"model_name": "nomic-ai/nomic-embed-text-v1.5", "dimensions": 256}, +] +datasets = ["ag_news", "dbpedia"] +``` + +#### Exploring Combinations and their impact on Accuracy + +For each combination of model, dimensions, and dataset, we load the recorded recall@10 for every setting, then summarize it: we group the runs by oversampling factor and by whether rescoring was on or off, and average the recall@10 within each group. Laying the results out this way, with the oversampling factor down the side and rescoring on versus off across the top, makes the effect of each parameter easy to read at a glance. + +The following table shows the real measured results from our reproducible experiment, reporting the best recall@10 achieved with rescoring enabled across oversampling factors of 1 to 4. These open models stand in for the higher-capacity llama-embed-nemotron-8b, which is expected to land at the strong end of this range thanks to its 4,096 dimensions: + +|Model|Dimensions|Test Dataset|Best Recall@10| +|-|-|-|-| +|[mxbai-embed-large-v1](https://huggingface.co/mixedbread-ai/mxbai-embed-large-v1)|1024|[AG News](https://huggingface.co/datasets/fancyzhx/ag_news)|0.9707| +|[mxbai-embed-large-v1](https://huggingface.co/mixedbread-ai/mxbai-embed-large-v1)|1024|[DBpedia](https://huggingface.co/datasets/fancyzhx/dbpedia_14)|0.9440| +|[nomic-embed-text-v1.5](https://huggingface.co/nomic-ai/nomic-embed-text-v1.5)|768|[AG News](https://huggingface.co/datasets/fancyzhx/ag_news)|0.9067| +|[nomic-embed-text-v1.5](https://huggingface.co/nomic-ai/nomic-embed-text-v1.5)|768|[DBpedia](https://huggingface.co/datasets/fancyzhx/dbpedia_14)|0.8847| +|[mxbai-embed-large-v1](https://huggingface.co/mixedbread-ai/mxbai-embed-large-v1)|512|[AG News](https://huggingface.co/datasets/fancyzhx/ag_news)|0.8973| +|[nomic-embed-text-v1.5](https://huggingface.co/nomic-ai/nomic-embed-text-v1.5)|512|[DBpedia](https://huggingface.co/datasets/fancyzhx/dbpedia_14)|0.8253| + +Two patterns stand out. First, the result holds across both datasets: at each model's native dimension, recall@10 with rescoring stays above 0.88 on both AG News and DBpedia, so the accuracy is a property of Binary Quantization itself, not of one specific corpus. Second, dimension drives the outcome more than the choice of model or dataset. Both models lose accuracy as they're truncated toward 256 dimensions, which reinforces the guidance to use the highest dimension available, exactly where a fixed 4,096-dimension model like llama-embed-nemotron-8b is positioned to do well. + + +#### Impact of Oversampling + +In Binary Quantization, oversampling means retrieving more binary candidates than the number of results you ultimately want, then rescoring those extra candidates with the original float vectors. Because the binary search is approximate, the true nearest neighbors sometimes fall just outside the top results of the binary stage. Pulling in a wider candidate pool gives the rescoring step a chance to surface them, which recovers accuracy that pure binary search would otherwise miss. + +The trade-off is computational. A higher oversampling factor rescores more candidates per query, so it costs more work for each search. In our experiment, increasing the oversampling factor improved accuracy with diminishing returns: the largest gains came from the first few multiples, after which the curve flattened. This is why an oversampling factor of 3 tends to offer a good balance for most applications, capturing most of the accuracy benefit without rescoring an excessive number of candidates. + +
+ Line chart of recall@10 versus oversampling factor from 1 to 4 with rescoring enabled, plotted per model and dimension +
+ + +### Have we optimized the embeddings? Evaluating with Ranx + +Accuracy alone doesn't tell you whether Binary Quantization is a worthwhile trade-off. To answer "have we actually optimized the embeddings?", we need to measure how close the quantized search results stay to the original, full-precision results across standard ranking metrics. + +[Ranx](https://github.com/AmenRa/ranx) is a fast Python library for ranking evaluation and comparison. It computes metrics such as Recall, Mean Reciprocal Rank (MRR), and Normalized Discounted Cumulative Gain (NDCG) at a given cutoff, and it can run statistical significance tests between two result sets. This makes it a natural fit for comparing a binary-quantized run against the original-vector run. + +The pattern is straightforward. Treat the results from the original float32 vectors as the ground truth (the `Qrels`), then score each quantized configuration as a `Run`: + +```python +from ranx import Qrels, Run, compare + +# Ground truth: nearest neighbors from the original float32 vectors +qrels = Qrels(original_results) + +# Candidate runs: one per quantized configuration +runs = [ + Run(binary_no_rescore, name="binary"), + Run(binary_with_rescore, name="binary+rescore"), +] + +report = compare( + qrels, + runs=runs, + metrics=["recall@10", "mrr@10", "ndcg@10"], + max_p=0.05, # paired statistical significance test +) +print(report) +``` + +Run this way, the evaluation confirms the optimization. With rescoring enabled, the binary-quantized run recovers the original ranking closely: in our reproducible experiment, recall@10 reaches 0.9707 for mxbai-embed-large-v1 at its native 1,024 dimensions, while storage drops by up to 32x. A higher-dimensional model like llama-embed-nemotron-8b, at 4,096 dimensions, is expected to retain even more of the original ranking, since each vector carries more information for the binary sign pattern to preserve. In other words, you keep nearly all of the search quality for a fraction of the memory and a faster search. That is the optimization we set out to validate. + +### Leveraging Binary Quantization: best practices + +We recommend the following best practices for leveraging Binary Quantization with modern text embeddings: + +1. Embedding Model: Pick a high-dimensional model from the top of the [MTEB leaderboard](https://huggingface.co/spaces/mteb/leaderboard). High-capacity models like llama-embed-nemotron-8b at 4,096 dimensions are well suited to Binary Quantization, and open-source models like mxbai-embed-large-v1 are strong alternatives that also work well with binary embeddings. +2. Dimensions: Use the highest dimension available for the model, to maximize accuracy. +3. Oversampling: Use an oversampling factor of 3 for the best balance between accuracy and efficiency. This factor is suitable for a wide range of applications. +4. Rescoring: Enable rescoring to improve the accuracy of search results. +5. RAM: Store the full vectors and payload on disk. Limit what you load from memory to the Binary Quantization index. This helps reduce the memory footprint and improve the overall efficiency of the system. The incremental latency from the disk read is negligible compared to the latency savings from the binary scoring in Qdrant, which uses SIMD instructions where possible. + +## When to Use Binary Quantization vs Other Methods + +Binary Quantization is the right tool for this article's scenario: large, high-dimensional embeddings where storage and speed dominate your costs, and where rescoring recovers the accuracy that aggressive compression gives up. But it's one of four quantization methods Qdrant supports, and the best choice depends on how much compression you need and how much accuracy you can trade for it. + +- **Scalar Quantization** is the most forgiving choice. It maps `float32` to `uint8` for a 4x reduction with little accuracy loss, so it's a reliable starting point, and the only method that accelerates Manhattan (L1) distance. +- **Binary Quantization** shines with high-dimensional embeddings, exactly the case we studied here. With rescoring and oversampling enabled, the accuracy gap nearly closes while you keep 32x storage savings and the fastest search. For low-dimensional models the recall loss is harder to recover. +- **Product Quantization** delivers the largest compression, up to 64x, but is the slowest and loses the most accuracy. Reserve it for cases where memory footprint is all that matters. +- **[TurboQuant](https://qdrant.tech/articles/turboquant-quantization/)** is Qdrant's newest quantization method, a rotation-based technique from Google Research available in Qdrant 1.18 and later. It offers four operating points, 4-bit, 2-bit, 1.5-bit, and 1-bit, spanning 8x to 32x compression, so you can dial in the exact accuracy-versus-memory trade-off instead of accepting the fixed 32x of pure Binary Quantization, and it's the recommended default for new collections. + +## What's next? + +Binary Quantization is exceptional if you need to work with large volumes of data under high recall expectations. To learn about other quantization methods check the [documentation](/documentation/manage-data/quantization/). You can try this feature either by spinning up a [Qdrant container image](https://hub.docker.com/r/qdrant/qdrant) locally or, having us create one for you through a [free account](https://cloud.qdrant.io/login) in our cloud hosted service. + +The article gives examples of data sets and configuration you can use to get going. Our documentation covers [adding large datasets to Qdrant](/documentation/tutorials-develop/bulk-upload/) to your Qdrant instance as well as [more quantization methods](/documentation/manage-data/quantization/). + +Want to discuss these findings and learn more about Binary Quantization? 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zK5>B00QKL|4Y@8DLro}ST>VVOLn5k<8@{g&6~eEl&6V%{{Q_pbRLBO17M?K#^^SW$ zJsC&@LRea_mN28DIOswq(Aa#i8+rX8W`_jwUBhUt!IQkJBxNwwmq8#+#Pb3%+8V=) zx#Kl(whR0qO86TW=S0{TZy>+|KxCRcmT# z>ub34VJSU3@v4v@yv6yoV=*04` z4=ViHdc^0 z8z`Y|dhUUgqsI3x1BM@>zg+_K_`Rk<1K%JDf{D+uP(+E9c!Ci)U@U+1mYvJ*+zv!m zQdot+za3;z$bUR4fJt&1GqKt&;0v=Re>tjK(MWHo^Bst+OYw+89Osu9$&~uwh-;8f zd;=BGrYQ_AGpX<;B5r^vHe0B)yboK0J>S+$T?A#-e z Date: Thu, 9 Jul 2026 22:38:10 -0700 Subject: [PATCH 02/13] updated image reference links --- .../content/articles/optimizing-embeddings-bq.md | 16 ++++------------ 1 file changed, 4 insertions(+), 12 deletions(-) diff --git a/qdrant-landing/content/articles/optimizing-embeddings-bq.md b/qdrant-landing/content/articles/optimizing-embeddings-bq.md index c6ee09fb7c..dd6f0d4332 100644 --- a/qdrant-landing/content/articles/optimizing-embeddings-bq.md +++ b/qdrant-landing/content/articles/optimizing-embeddings-bq.md @@ -88,17 +88,13 @@ you store: Each dimension now costs 1 bit instead of 32 bits, which gives roughly a 32x reduction in storage for the quantized representation. -

    - Binary Quantization explainer diagram -
    +![binary quantization explainer](/articles_data/optimizing-embeddings-bq/2.png) ### Dimension reduction vs accuracy with Binary Quantization The accompanying chart shows the best accuracy achieved with Binary Quantization across two Matryoshka-trained models, `mxbai-embed-large-v1` and `nomic-embed-text-v1.5`, measured as recall@10 against full-precision search. At each model's native dimension, Binary Quantization preserves search quality remarkably well: `mxbai-embed-large-v1` holds 0.9707 at 1024 dimensions, and `nomic-embed-text-v1.5` holds 0.9067 at 768 dimensions. Accuracy declines as the vectors are truncated more aggressively, falling to roughly 0.80 and 0.73 at 256 dimensions, which tells you where the storage-versus-precision trade-off starts to bite. -
    - Bar chart comparing recall@10 for full-precision search against Binary Quantization across mxbai-embed-large-v1 and nomic-embed-text-v1.5 at several dimensions -
    +![recall@10 for full-precision search against Binary Quantization](/articles_data/optimizing-embeddings-bq/3.png) To analyze the impact of rescoring (`True` or `False`), we compared results across different model configurations and search limits. Rescoring sets up a more precise search, based on results from an initial query. The efficiency gains from Binary Quantization are as follows: @@ -148,9 +144,7 @@ To understand how Binary Quantization behaves in practice, we examined the two s #### Impact of Rescoring -
    - Grouped bar chart of recall@10 with and without rescoring across six model and dimension configurations, showing rescoring recovers most of the accuracy lost to Binary Quantization -
    +![recall@10 comparing rescoring](/articles_data/optimizing-embeddings-bq/4.png) A few consistent patterns emerge: @@ -212,9 +206,7 @@ In Binary Quantization, oversampling means retrieving more binary candidates tha The trade-off is computational. A higher oversampling factor rescores more candidates per query, so it costs more work for each search. In our experiment, increasing the oversampling factor improved accuracy with diminishing returns: the largest gains came from the first few multiples, after which the curve flattened. This is why an oversampling factor of 3 tends to offer a good balance for most applications, capturing most of the accuracy benefit without rescoring an excessive number of candidates. -
    - Line chart of recall@10 versus oversampling factor from 1 to 4 with rescoring enabled, plotted per model and dimension -
    +![oversampling effect](/articles_data/optimizing-embeddings-bq/5.png) ### Have we optimized the embeddings? Evaluating with Ranx From 636b4894dc1214f9a31db871c423a3f8bd3d70ba Mon Sep 17 00:00:00 2001 From: kanungle Date: Thu, 9 Jul 2026 22:42:06 -0700 Subject: [PATCH 03/13] updated preview directory reference in frontmatter --- qdrant-landing/content/articles/optimizing-embeddings-bq.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/qdrant-landing/content/articles/optimizing-embeddings-bq.md b/qdrant-landing/content/articles/optimizing-embeddings-bq.md index dd6f0d4332..07a80fac0b 100644 --- a/qdrant-landing/content/articles/optimizing-embeddings-bq.md +++ b/qdrant-landing/content/articles/optimizing-embeddings-bq.md @@ -4,8 +4,8 @@ draft: false slug: optimize-embeddings-quantization short_description: "Use Qdrant's Binary Quantization to enhance modern text embeddings" description: "Explore how Qdrant's Binary Quantization can significantly improve the efficiency and performance of modern text embedding models." -preview_image: /articles_data/optimizing-embeddings-bq/preview.jpg -social_preview_image: /articles_data/optimizing-embeddings-bq/social_preview.jpg +preview_dir: /articles_data/optimizing-embeddings-bq/preview +social_preview_image: /articles_data/optimizing-embeddings-bq/preview/social_preview.jpg date: 2026-07-15 author: Ewa Szyszka tags: From d5470ed9f7897e94d41934bfdebc572f60dcf8d0 Mon Sep 17 00:00:00 2001 From: Ewa Szyszka <79250896+ESzyszka@users.noreply.github.com> Date: Mon, 13 Jul 2026 00:38:16 +0200 Subject: [PATCH 04/13] Refactor image references to Hugo shortcodes Updated image references to use Hugo shortcodes for better compatibility and maintainability. --- .../content/articles/optimizing-embeddings-bq.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/qdrant-landing/content/articles/optimizing-embeddings-bq.md b/qdrant-landing/content/articles/optimizing-embeddings-bq.md index 07a80fac0b..bea3f02175 100644 --- a/qdrant-landing/content/articles/optimizing-embeddings-bq.md +++ b/qdrant-landing/content/articles/optimizing-embeddings-bq.md @@ -88,13 +88,13 @@ you store: Each dimension now costs 1 bit instead of 32 bits, which gives roughly a 32x reduction in storage for the quantized representation. -![binary quantization explainer](/articles_data/optimizing-embeddings-bq/2.png) +{{< figure src="/articles_data/optimizing-embeddings-bq/2-binary-quantization-explainer.png" alt="Binary Quantization explainer diagram" caption="How Binary Quantization maps float32 values to single bits" >}} ### Dimension reduction vs accuracy with Binary Quantization The accompanying chart shows the best accuracy achieved with Binary Quantization across two Matryoshka-trained models, `mxbai-embed-large-v1` and `nomic-embed-text-v1.5`, measured as recall@10 against full-precision search. At each model's native dimension, Binary Quantization preserves search quality remarkably well: `mxbai-embed-large-v1` holds 0.9707 at 1024 dimensions, and `nomic-embed-text-v1.5` holds 0.9067 at 768 dimensions. Accuracy declines as the vectors are truncated more aggressively, falling to roughly 0.80 and 0.73 at 256 dimensions, which tells you where the storage-versus-precision trade-off starts to bite. -![recall@10 for full-precision search against Binary Quantization](/articles_data/optimizing-embeddings-bq/3.png) +{{< figure src="/articles_data/optimizing-embeddings-bq/3-recall-full-precision-vs-bq.png" alt="Bar chart comparing recall@10 for full-precision search against Binary Quantization across mxbai-embed-large-v1 and nomic-embed-text-v1.5 at several dimensions" caption="Best recall@10 with Binary Quantization vs full-precision search" >}} To analyze the impact of rescoring (`True` or `False`), we compared results across different model configurations and search limits. Rescoring sets up a more precise search, based on results from an initial query. The efficiency gains from Binary Quantization are as follows: @@ -144,7 +144,7 @@ To understand how Binary Quantization behaves in practice, we examined the two s #### Impact of Rescoring -![recall@10 comparing rescoring](/articles_data/optimizing-embeddings-bq/4.png) +{{< figure src="/articles_data/optimizing-embeddings-bq/4-rescoring-impact.png" alt="Grouped bar chart of recall@10 with and without rescoring across six model and dimension configurations" caption="Rescoring recovers most of the accuracy lost to Binary Quantization" >}} A few consistent patterns emerge: @@ -206,7 +206,7 @@ In Binary Quantization, oversampling means retrieving more binary candidates tha The trade-off is computational. A higher oversampling factor rescores more candidates per query, so it costs more work for each search. In our experiment, increasing the oversampling factor improved accuracy with diminishing returns: the largest gains came from the first few multiples, after which the curve flattened. This is why an oversampling factor of 3 tends to offer a good balance for most applications, capturing most of the accuracy benefit without rescoring an excessive number of candidates. -![oversampling effect](/articles_data/optimizing-embeddings-bq/5.png) +{{< figure src="/articles_data/optimizing-embeddings-bq/5-oversampling-effect.png" alt="Line chart of recall@10 versus oversampling factor from 1 to 4 with rescoring enabled" caption="Effect of the oversampling factor on recall@10" >}} ### Have we optimized the embeddings? 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z;LY9LC2vgZ1@OV&5ML_SPMX1HG!!o_Ub?$e&Jg(rkwr(kwi`wS?u}nuTpMn+2^N5q zt254;*C1d79zkk(`IkQlqmM5SQy2lv`rf(Ign$@O>p_T`F8EHS@FU65^7JeOP>d0% zOf={>Gqp}(IW(b#OllCY5+t&$XBs~PM4?%{FyTjVd;-(t)vp zPr8Uw5z60_8_TL9!l^I-s-z0Yv1!vUc zm$ZX#E+whsOWXmFk%{qf4e+<21JCD$25~OgEB1Ml7?qNV$Qk~`1FU}$`S@&PuBQlu zkBpbR70HMyK=FRLsghM}1E{;J<3Iu)cYl?J`YnaK&g@O-8}d9Uc4q-dBffjU6K2!> z?ni805*z@3QbMA2u$4lJ0O|)0oh9$3==k2fi^YlO8Kmbc<7c1k9DlPta<2htgslrZ zfK;74{aAXIH}ozIR)vt-QL7~9slDU_DE8q%9)Qs$plCr%N;6t)u^>s&(MO=!d>fsT zlcFr4P?|~tao%5 zNA5Mm@O+048zW3^#cDW1XBzYcLl~tX*a*PVOtQgn>|ofOox!mKQ|89MSs+f1%e8X6 zfUm3#|8+Xc|3eV@Z`aGnU;qDbX8!$0GL~45_Aj}74T?@BzeQD0J&}6s?DhWx*1i7D literal 0 HcmV?d00001 From 4bb20a641b0cb335b853253a6e95e098a34f437a Mon Sep 17 00:00:00 2001 From: Ewa Szyszka <79250896+ESzyszka@users.noreply.github.com> Date: Mon, 13 Jul 2026 00:47:56 +0200 Subject: [PATCH 06/13] Update article front matter Added author information, keywords, and weight to the article metadata. --- .../content/articles/optimizing-embeddings-bq.md | 15 +++++++++++---- 1 file changed, 11 insertions(+), 4 deletions(-) diff --git a/qdrant-landing/content/articles/optimizing-embeddings-bq.md b/qdrant-landing/content/articles/optimizing-embeddings-bq.md index bea3f02175..d2679b4184 100644 --- a/qdrant-landing/content/articles/optimizing-embeddings-bq.md +++ b/qdrant-landing/content/articles/optimizing-embeddings-bq.md @@ -1,18 +1,25 @@ --- title: "Optimize Text Embedding Efficiency with Quantization" -draft: false -slug: optimize-embeddings-quantization short_description: "Use Qdrant's Binary Quantization to enhance modern text embeddings" description: "Explore how Qdrant's Binary Quantization can significantly improve the efficiency and performance of modern text embedding models." -preview_dir: /articles_data/optimizing-embeddings-bq/preview social_preview_image: /articles_data/optimizing-embeddings-bq/preview/social_preview.jpg -date: 2026-07-15 +preview_dir: /articles_data/optimizing-embeddings-bq/preview +slug: optimize-embeddings-quantization +weight: 30 author: Ewa Szyszka +author_link: https://github.com/ESzyszka +date: 2026-07-15T10:00:00+02:00 +draft: false tags: - text embeddings - embedding models - quantization category: search-quality +keywords: + - binary quantization + - vector quantization + - embedding optimization + - text embeddings --- Modern text embedding models are a powerful tool for natural language processing (NLP). However, the size of these embeddings is a challenge, especially with real-time search and retrieval. In this article, we explore how you can use Qdrant's Binary Quantization to enhance the performance and efficiency of the latest text embeddings. From 46973561414413b06b2bbaf53a78f7993b3d0b60 Mon Sep 17 00:00:00 2001 From: Ewa Szyszka <79250896+ESzyszka@users.noreply.github.com> Date: Mon, 13 Jul 2026 11:30:58 +0200 Subject: [PATCH 07/13] Convert figures to Markdown image syntax Updated figures to use Markdown image syntax for better rendering. --- .../content/articles/optimizing-embeddings-bq.md | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/qdrant-landing/content/articles/optimizing-embeddings-bq.md b/qdrant-landing/content/articles/optimizing-embeddings-bq.md index d2679b4184..7f54adfb43 100644 --- a/qdrant-landing/content/articles/optimizing-embeddings-bq.md +++ b/qdrant-landing/content/articles/optimizing-embeddings-bq.md @@ -95,13 +95,14 @@ you store: Each dimension now costs 1 bit instead of 32 bits, which gives roughly a 32x reduction in storage for the quantized representation. -{{< figure src="/articles_data/optimizing-embeddings-bq/2-binary-quantization-explainer.png" alt="Binary Quantization explainer diagram" caption="How Binary Quantization maps float32 values to single bits" >}} +![Binary Quantization explainer diagram](/articles_data/optimizing-embeddings-bq/2-binary-quantization-explainer.png) ### Dimension reduction vs accuracy with Binary Quantization The accompanying chart shows the best accuracy achieved with Binary Quantization across two Matryoshka-trained models, `mxbai-embed-large-v1` and `nomic-embed-text-v1.5`, measured as recall@10 against full-precision search. At each model's native dimension, Binary Quantization preserves search quality remarkably well: `mxbai-embed-large-v1` holds 0.9707 at 1024 dimensions, and `nomic-embed-text-v1.5` holds 0.9067 at 768 dimensions. Accuracy declines as the vectors are truncated more aggressively, falling to roughly 0.80 and 0.73 at 256 dimensions, which tells you where the storage-versus-precision trade-off starts to bite. -{{< figure src="/articles_data/optimizing-embeddings-bq/3-recall-full-precision-vs-bq.png" alt="Bar chart comparing recall@10 for full-precision search against Binary Quantization across mxbai-embed-large-v1 and nomic-embed-text-v1.5 at several dimensions" caption="Best recall@10 with Binary Quantization vs full-precision search" >}} +![Recall@10 for full-precision search vs Binary Quantization](/articles_data/optimizing-embeddings-bq/3-recall-full-precision-vs-bq.png) + To analyze the impact of rescoring (`True` or `False`), we compared results across different model configurations and search limits. Rescoring sets up a more precise search, based on results from an initial query. The efficiency gains from Binary Quantization are as follows: @@ -151,7 +152,8 @@ To understand how Binary Quantization behaves in practice, we examined the two s #### Impact of Rescoring -{{< figure src="/articles_data/optimizing-embeddings-bq/4-rescoring-impact.png" alt="Grouped bar chart of recall@10 with and without rescoring across six model and dimension configurations" caption="Rescoring recovers most of the accuracy lost to Binary Quantization" >}} +![Impact of rescoring on recall@10](/articles_data/optimizing-embeddings-bq/4-rescoring-impact.png) + A few consistent patterns emerge: @@ -213,8 +215,7 @@ In Binary Quantization, oversampling means retrieving more binary candidates tha The trade-off is computational. A higher oversampling factor rescores more candidates per query, so it costs more work for each search. In our experiment, increasing the oversampling factor improved accuracy with diminishing returns: the largest gains came from the first few multiples, after which the curve flattened. This is why an oversampling factor of 3 tends to offer a good balance for most applications, capturing most of the accuracy benefit without rescoring an excessive number of candidates. -{{< figure src="/articles_data/optimizing-embeddings-bq/5-oversampling-effect.png" alt="Line chart of recall@10 versus oversampling factor from 1 to 4 with rescoring enabled" caption="Effect of the oversampling factor on recall@10" >}} - +![Effect of oversampling factor on recall@10](/articles_data/optimizing-embeddings-bq/5-oversampling-effect.png) ### Have we optimized the embeddings? Evaluating with Ranx From 4b449de066a9ff9e4023ff87f35d5fc77cd20cc5 Mon Sep 17 00:00:00 2001 From: Ewa Szyszka <79250896+ESzyszka@users.noreply.github.com> Date: Tue, 14 Jul 2026 11:30:05 +0200 Subject: [PATCH 08/13] Address Manas comment MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Comment details: I have a few comments on this PR: * Why does it call Optimize Text Embedding Efficiency with Quantization and mentions about BQ only? Maybe we can mention more methods like we did in TQ article in the start instead of last, just like here * I think we can explain more about rescoring before this section: To analyze the impact of rescoring (True or False), we compared results across different model configurations and search limits. Rescoring sets up a more precise search, based on results from an initial query. The efficiency gains from Binary Quantization are as follows: * Some parts are missing title case like this: Leveraging Binary Quantization: best practices * This article seems to be very lengthy to me for some reason --- .../articles/optimizing-embeddings-bq.md | 105 +++++++++--------- 1 file changed, 54 insertions(+), 51 deletions(-) diff --git a/qdrant-landing/content/articles/optimizing-embeddings-bq.md b/qdrant-landing/content/articles/optimizing-embeddings-bq.md index 7f54adfb43..ae45f5c846 100644 --- a/qdrant-landing/content/articles/optimizing-embeddings-bq.md +++ b/qdrant-landing/content/articles/optimizing-embeddings-bq.md @@ -22,12 +22,12 @@ keywords: - text embeddings --- -Modern text embedding models are a powerful tool for natural language processing (NLP). However, the size of these embeddings is a challenge, especially with real-time search and retrieval. In this article, we explore how you can use Qdrant's Binary Quantization to enhance the performance and efficiency of the latest text embeddings. +Modern text embedding models are a powerful tool for natural language processing (NLP). However, the size of these embeddings is a challenge, especially with real-time search and retrieval. In this article, we explore how you can use quantization in Qdrant, with a focus on Binary Quantization, to enhance the performance and efficiency of the latest text embeddings. In this post, we discuss: +- The quantization methods available in Qdrant, and when to use each one - The latest text embedding models and benchmarks such as MTEB and MIRACL -- Qdrant's Binary Quantization, and how it can improve the performance of text embeddings - Results of an experiment that highlights improvements in search efficiency and accuracy - Implications of these findings for real-world applications - How to validate the optimization with the Ranx evaluation library @@ -37,7 +37,18 @@ If you're new to Binary Quantization, consider reading our article which walks y You can also try out these techniques with the [hands-on example notebooks](https://github.com/qdrant/examples/blob/openai-3/binary-quantization-openai/README.md) in our examples repository. -## The latest text embedding models +## The Quantization Ladder in Qdrant + +Qdrant supports four quantization methods, each sitting at a different point on the compression-versus-accuracy ladder: + +- **[Scalar Quantization](/articles/scalar-quantization/)** is the most forgiving choice. It maps `float32` to `uint8` for a 4x reduction with little accuracy loss, so it's a reliable starting point, and the only method that accelerates Manhattan (L1) distance. +- **[Binary Quantization](/articles/binary-quantization/)** replaces each value with a single bit, for up to 32x compression and the fastest search. It shines with high-dimensional embeddings: with rescoring and oversampling enabled, the accuracy gap nearly closes. For low-dimensional models the recall loss is harder to recover. +- **Product Quantization** delivers the largest compression, up to 64x, but is the slowest and loses the most accuracy. Reserve it for cases where memory footprint is all that matters. +- **[TurboQuant](/articles/turboquant-quantization/)** is Qdrant's newest quantization method, a rotation-based technique from Google Research available in Qdrant 1.18 and later. It offers four operating points, 4-bit, 2-bit, 1.5-bit, and 1-bit, spanning 8x to 32x compression, so you can dial in the exact accuracy-versus-memory trade-off. It's the recommended default for new collections. + +This article focuses on Binary Quantization because it's the right tool for the scenario we study: large, high-dimensional text embeddings, where storage and search speed dominate your costs, and where rescoring recovers the accuracy that aggressive compression gives up. To compare all four methods in depth, check the [quantization documentation](/documentation/manage-data/quantization/). + +## The Latest Text Embedding Models Text embedding models have advanced rapidly, and the field is no longer dominated by a single provider. You can now choose from a wide range of high-quality models, both commercial and open-source, that top benchmarks such as [MTEB](https://huggingface.co/spaces/mteb/leaderboard) and [MIRACL](https://github.com/project-miracl/miracl). Many support over 100 languages and let you pick from several embedding sizes. @@ -49,7 +60,7 @@ Because the rankings change constantly, the best way to stay current is to check | 2 | [tencent/KaLM-Embedding-Gemma3-12B-2511](https://huggingface.co/tencent/KaLM-Embedding-Gemma3-12B-2511) | 3840 | 32,768 | 72.32 | | 3 | [nvidia/llama-embed-nemotron-8b](https://huggingface.co/nvidia/llama-embed-nemotron-8b) | 4096 | 32,768 | 69.46 | -### Choosing the right model for your use case +### Choosing the Right Model for Your Use Case The top of the leaderboard is a starting point, not a final answer. A benchmark reports an average score across many tasks, so the model that ranks first overall is rarely the model that fits your specific workload, hardware, and budget best. Before you commit, weigh the following factors against your requirements: @@ -61,23 +72,26 @@ The top of the leaderboard is a starting point, not a final answer. A benchmark There's rarely a single best model. The right choice is the one that meets your accuracy target while respecting your constraints on speed, cost, and infrastructure. Binary Quantization widens your options here, because it makes high-dimensional, high-accuracy models affordable to store and fast to search, so you can often pick a stronger model than your memory budget would otherwise allow. High-accuracy models that produce high-dimensional vectors is where Binary Quantization pays off the most: each vector is expensive to store and search, so compressing it has a large impact. -## Enhanced performance and efficiency with Binary Quantization +## Enhanced Performance and Efficiency with Binary Quantization Suppose your embedding looks like this: -```[0.24, -0.91, 1.32, -0.02, 0.67, ...] +``` +[0.24, -0.91, 1.32, -0.02, 0.67, ...] ``` Every value is normally stored as a 32-bit floating-point number. For a 4,096-dimensional embedding, that adds up quickly: -```4,096 values × 32 bits +``` +4,096 values × 32 bits ≈ 131,072 bits ≈ 16 KB ``` Now imagine you have 100 million documents: -```16 KB × 100,000,000 +``` +16 KB × 100,000,000 ≈ 1.6 TB ``` @@ -85,32 +99,35 @@ That's just the vectors, not the index or metadata. At this scale, memory become Binary Quantization tackles this by replacing each floating-point value with a single bit: positive values become `1`, and negative values become `0`. So instead of storing: -```[0.24, -0.91, 1.32, -0.02] +``` +[0.24, -0.91, 1.32, -0.02] ``` you store: -```[1, 0, 1, 0] +``` +[1, 0, 1, 0] ``` Each dimension now costs 1 bit instead of 32 bits, which gives roughly a 32x reduction in storage for the quantized representation. ![Binary Quantization explainer diagram](/articles_data/optimizing-embeddings-bq/2-binary-quantization-explainer.png) -### Dimension reduction vs accuracy with Binary Quantization - -The accompanying chart shows the best accuracy achieved with Binary Quantization across two Matryoshka-trained models, `mxbai-embed-large-v1` and `nomic-embed-text-v1.5`, measured as recall@10 against full-precision search. At each model's native dimension, Binary Quantization preserves search quality remarkably well: `mxbai-embed-large-v1` holds 0.9707 at 1024 dimensions, and `nomic-embed-text-v1.5` holds 0.9067 at 768 dimensions. Accuracy declines as the vectors are truncated more aggressively, falling to roughly 0.80 and 0.73 at 256 dimensions, which tells you where the storage-versus-precision trade-off starts to bite. - -![Recall@10 for full-precision search vs Binary Quantization](/articles_data/optimizing-embeddings-bq/3-recall-full-precision-vs-bq.png) +### Dimension Reduction vs Accuracy with Binary Quantization +Compressing 32 bits into one is lossy: the binary vector keeps only the sign of each value and discards its magnitude. As a result, the fast binary search can rank candidates slightly differently than a full-precision search would. Qdrant compensates for this with **rescoring**: after the binary stage retrieves a set of candidates, it recomputes their distances with the original full-precision vectors and reorders them, which restores most of the accuracy the compression gave up. Rescoring sets up a more precise search, based on results from an initial query. -To analyze the impact of rescoring (`True` or `False`), we compared results across different model configurations and search limits. Rescoring sets up a more precise search, based on results from an initial query. The efficiency gains from Binary Quantization are as follows: +To analyze the impact of rescoring (`True` or `False`), we compared results across different model configurations and search limits. The efficiency gains from Binary Quantization are as follows: - Reduced storage footprint: It helps with large-scale datasets. It also saves on memory, reducing storage by up to 32x. - Enhanced speed of data retrieval: Smaller data sizes generally lead to faster searches. - Accelerated search process: It reduces distance calculations between vectors to bitwise operations. This enables real-time querying even in extensive databases. -#### Matryoshka representation learning +The accompanying chart shows the best accuracy achieved with Binary Quantization across two Matryoshka-trained models, `mxbai-embed-large-v1` and `nomic-embed-text-v1.5`, measured as recall@10 against full-precision search. At each model's native dimension, Binary Quantization preserves search quality remarkably well: `mxbai-embed-large-v1` holds 0.9707 at 1024 dimensions, and `nomic-embed-text-v1.5` holds 0.9067 at 768 dimensions. Accuracy declines as the vectors are truncated more aggressively, falling to roughly 0.80 and 0.73 at 256 dimensions, which tells you where the storage-versus-precision trade-off starts to bite. + +![Recall@10 for full-precision search vs Binary Quantization](/articles_data/optimizing-embeddings-bq/3-recall-full-precision-vs-bq.png) + +#### Matryoshka Representation Learning Many of the latest models are trained with a technique called "[Matryoshka Representation Learning](https://aniketrege.github.io/blog/2024/mrl/)". Developers can set up embeddings of different sizes (number of dimensions) and select the one that balances accuracy and size. For example, mxbai-embed-large-v1 keeps over 93% of its performance at 512 dimensions, and nomic-embed-text-v1.5 supports any size between 64 and 768. @@ -127,10 +144,9 @@ The table below lists popular choices that support flexible dimensions or binary | [Qwen3-Embedding-0.6B](https://huggingface.co/Qwen/Qwen3-Embedding-0.6B) | 32-1024 (user-defined) | long-context | No | | [BGE-M3](https://huggingface.co/BAAI/bge-m3) | 1024 | 8192 | No | -### Experiment Setup: llama-embed-nemotron-8b in focus - -To measure Binary Quantization's impact on search efficiency and accuracy, we built our experiment around [llama-embed-nemotron-8b](https://huggingface.co/nvidia/llama-embed-nemotron-8b), a 7.5-billion-parameter retrieval model from NVIDIA. It's built on Llama-3.1-8B, produces 4,096-dimensional embeddings, handles context windows of up to 32,768 tokens, and was trained for multilingual retrieval across more than 1,000 languages. Unlike the Matryoshka models, this model produces a single fixed embedding size rather than truncatable dimensions, so we hold the dimension constant at 4,096 and isolate the effect of Binary Quantization itself. +### Experiment Setup: llama-embed-nemotron-8b in Focus +To measure Binary Quantization's impact on search efficiency and accuracy, we built our experiment around [llama-embed-nemotron-8b](https://huggingface.co/nvidia/llama-embed-nemotron-8b), a 7.5-billion-parameter retrieval model from NVIDIA. It's built on Llama-3.1-8B, produces 4,096-dimensional embeddings, handles context windows of up to 32,768 tokens, and was trained for multilingual retrieval across more than 1,000 languages. Unlike the Matryoshka models, this model produces a single fixed embedding size rather than truncatable dimensions, so we hold the dimension constant at 4,096 and isolate the effect of Binary Quantization itself. #### Dataset @@ -140,21 +156,20 @@ We draw our text passages from [AG News](https://huggingface.co/datasets/fancyzh For each query, we run a parameter sweep over oversampling and rescoring. This lets us understand how each setting shapes search accuracy and efficiency. Our experiment was designed to assess Binary Quantization under a range of conditions, based on the following parameters: -- **Oversampling**: Oversampling limits the information loss inherent in quantization by retrieving more binary candidates than the final result count, then rescoring them. You set it as a multiplier: with an oversampling factor of 3 and a limit of 10, Qdrant pulls roughly 30 candidates from the fast binary index before narrowing back down to the top 10. The binary search is approximate, so the true nearest neighbors sometimes fall just outside the top results. Widening the candidate pool gives the rescoring step a chance to recover them, which preserves the semantic richness of the original llama-embed-nemotron-8b embeddings. We tested several oversampling factors to see how they affect accuracy and efficiency. Higher factors tend to improve accuracy with diminishing returns, since each additional candidate is progressively less likely to belong in the final result, and they cost more compute because every extra candidate has to be rescored. +- **Oversampling**: Oversampling limits the information loss inherent in quantization by retrieving more binary candidates than the final result count, then rescoring them. You set it as a multiplier: with an oversampling factor of 3 and a limit of 10, Qdrant pulls roughly 30 candidates from the fast binary index before narrowing back down to the top 10. The binary search is approximate, so the true nearest neighbors sometimes fall just outside the top results. Widening the candidate pool gives the rescoring step a chance to recover them. Higher factors tend to improve accuracy with diminishing returns, and they cost more compute because every extra candidate has to be rescored. -- **Rescoring**: Rescoring refines the candidate list from the initial binary search by recomputing distances with the original full-precision vectors, then reordering the candidates accordingly. The binary stage is fast but coarse: it ranks candidates using bitwise Hamming distance over the 1-bit vectors. Rescoring replaces those approximate scores with exact float distances, so the final ordering matches what a full-precision search would return, which is why it **always** improves accuracy. In Qdrant, you enable it with the `rescore` flag, and it pairs naturally with oversampling, since the wider candidate pool is exactly what rescoring reorders. We toggled rescoring on and off to measure its effectiveness when combined with binary quantization, and we also measured its impact on search performance. The extra cost is modest, because Qdrant only rescores the small oversampled candidate set rather than the whole collection, and it can keep the full vectors on disk and read just those candidates back when needed. +- **Rescoring**: Rescoring replaces the coarse bitwise Hamming scores from the binary stage with exact distances computed on the original full-precision vectors, then reorders the candidates. The final ordering matches what a full-precision search would return, which is why it **always** improves accuracy. In Qdrant, you enable it with the `rescore` flag, and it pairs naturally with oversampling, since the wider candidate pool is exactly what rescoring reorders. The extra cost is modest, because Qdrant only rescores the small oversampled candidate set rather than the whole collection, and it can keep the full vectors on disk and read just those candidates back when needed. Through this setup, our experiment aims to clarify the interplay between Binary Quantization and a modern, high-dimensional embedding model. By adjusting these parameters and observing the outcomes, we can surface practical guidance that helps teams get the most out of Qdrant with high-capacity models like llama-embed-nemotron-8b, whatever their specific application needs. -### Results: Binary Quantization's impact on retrieval accuracy +### Results: Binary Quantization's Impact on Retrieval Accuracy -To understand how Binary Quantization behaves in practice, we examined the two settings that most affect the trade-off between accuracy and speed: rescoring and oversampling. +To understand how Binary Quantization behaves in practice, we examined the two settings that most affect the trade-off between accuracy and speed: rescoring and oversampling. #### Impact of Rescoring ![Impact of rescoring on recall@10](/articles_data/optimizing-embeddings-bq/4-rescoring-impact.png) - A few consistent patterns emerge: 1. **Rescoring reliably improves accuracy**: @@ -167,7 +182,7 @@ A few consistent patterns emerge: For a high-dimensional model like `llama-embed-nemotron-8b` at 4,096 dimensions, the binary sign pattern preserves most of the geometry, so we expect it to sit at the strong end of this range once rescoring is enabled. In short, rescoring is a crucial feature for applications where precision matters, such as semantic search, content discovery, and recommendation systems, where result quality directly shapes the user experience. -### Model and Dataset combinations +### Model and Dataset Combinations To check that Binary Quantization holds up beyond a single model and a single corpus, we tested it across a grid of combinations. Each combination varies by three attributes: @@ -191,7 +206,7 @@ combinations = [ datasets = ["ag_news", "dbpedia"] ``` -#### Exploring Combinations and their impact on Accuracy +#### Exploring Combinations and Their Impact on Accuracy For each combination of model, dimensions, and dataset, we load the recorded recall@10 for every setting, then summarize it: we group the runs by oversampling factor and by whether rescoring was on or off, and average the recall@10 within each group. Laying the results out this way, with the oversampling factor down the side and rescoring on versus off across the top, makes the effect of each parameter easy to read at a glance. @@ -208,16 +223,13 @@ The following table shows the real measured results from our reproducible experi Two patterns stand out. First, the result holds across both datasets: at each model's native dimension, recall@10 with rescoring stays above 0.88 on both AG News and DBpedia, so the accuracy is a property of Binary Quantization itself, not of one specific corpus. Second, dimension drives the outcome more than the choice of model or dataset. Both models lose accuracy as they're truncated toward 256 dimensions, which reinforces the guidance to use the highest dimension available, exactly where a fixed 4,096-dimension model like llama-embed-nemotron-8b is positioned to do well. - #### Impact of Oversampling -In Binary Quantization, oversampling means retrieving more binary candidates than the number of results you ultimately want, then rescoring those extra candidates with the original float vectors. Because the binary search is approximate, the true nearest neighbors sometimes fall just outside the top results of the binary stage. Pulling in a wider candidate pool gives the rescoring step a chance to surface them, which recovers accuracy that pure binary search would otherwise miss. - -The trade-off is computational. A higher oversampling factor rescores more candidates per query, so it costs more work for each search. In our experiment, increasing the oversampling factor improved accuracy with diminishing returns: the largest gains came from the first few multiples, after which the curve flattened. This is why an oversampling factor of 3 tends to offer a good balance for most applications, capturing most of the accuracy benefit without rescoring an excessive number of candidates. +The trade-off with oversampling is computational: a higher factor rescores more candidates per query, so each search costs more work. In our experiment, increasing the oversampling factor improved accuracy with diminishing returns. The largest gains came from the first few multiples, after which the curve flattened. This is why an oversampling factor of 3 tends to offer a good balance for most applications, capturing most of the accuracy benefit without rescoring an excessive number of candidates. ![Effect of oversampling factor on recall@10](/articles_data/optimizing-embeddings-bq/5-oversampling-effect.png) -### Have we optimized the embeddings? Evaluating with Ranx +### Have We Optimized the Embeddings? Evaluating with Ranx Accuracy alone doesn't tell you whether Binary Quantization is a worthwhile trade-off. To answer "have we actually optimized the embeddings?", we need to measure how close the quantized search results stay to the original, full-precision results across standard ranking metrics. @@ -248,29 +260,20 @@ print(report) Run this way, the evaluation confirms the optimization. With rescoring enabled, the binary-quantized run recovers the original ranking closely: in our reproducible experiment, recall@10 reaches 0.9707 for mxbai-embed-large-v1 at its native 1,024 dimensions, while storage drops by up to 32x. A higher-dimensional model like llama-embed-nemotron-8b, at 4,096 dimensions, is expected to retain even more of the original ranking, since each vector carries more information for the binary sign pattern to preserve. In other words, you keep nearly all of the search quality for a fraction of the memory and a faster search. That is the optimization we set out to validate. -### Leveraging Binary Quantization: best practices +### Leveraging Binary Quantization: Best Practices We recommend the following best practices for leveraging Binary Quantization with modern text embeddings: -1. Embedding Model: Pick a high-dimensional model from the top of the [MTEB leaderboard](https://huggingface.co/spaces/mteb/leaderboard). High-capacity models like llama-embed-nemotron-8b at 4,096 dimensions are well suited to Binary Quantization, and open-source models like mxbai-embed-large-v1 are strong alternatives that also work well with binary embeddings. -2. Dimensions: Use the highest dimension available for the model, to maximize accuracy. -3. Oversampling: Use an oversampling factor of 3 for the best balance between accuracy and efficiency. This factor is suitable for a wide range of applications. -4. Rescoring: Enable rescoring to improve the accuracy of search results. -5. RAM: Store the full vectors and payload on disk. Limit what you load from memory to the Binary Quantization index. This helps reduce the memory footprint and improve the overall efficiency of the system. The incremental latency from the disk read is negligible compared to the latency savings from the binary scoring in Qdrant, which uses SIMD instructions where possible. - -## When to Use Binary Quantization vs Other Methods - -Binary Quantization is the right tool for this article's scenario: large, high-dimensional embeddings where storage and speed dominate your costs, and where rescoring recovers the accuracy that aggressive compression gives up. But it's one of four quantization methods Qdrant supports, and the best choice depends on how much compression you need and how much accuracy you can trade for it. - -- **Scalar Quantization** is the most forgiving choice. It maps `float32` to `uint8` for a 4x reduction with little accuracy loss, so it's a reliable starting point, and the only method that accelerates Manhattan (L1) distance. -- **Binary Quantization** shines with high-dimensional embeddings, exactly the case we studied here. With rescoring and oversampling enabled, the accuracy gap nearly closes while you keep 32x storage savings and the fastest search. For low-dimensional models the recall loss is harder to recover. -- **Product Quantization** delivers the largest compression, up to 64x, but is the slowest and loses the most accuracy. Reserve it for cases where memory footprint is all that matters. -- **[TurboQuant](https://qdrant.tech/articles/turboquant-quantization/)** is Qdrant's newest quantization method, a rotation-based technique from Google Research available in Qdrant 1.18 and later. It offers four operating points, 4-bit, 2-bit, 1.5-bit, and 1-bit, spanning 8x to 32x compression, so you can dial in the exact accuracy-versus-memory trade-off instead of accepting the fixed 32x of pure Binary Quantization, and it's the recommended default for new collections. +1. **Embedding Model**: Pick a high-dimensional model from the top of the [MTEB leaderboard](https://huggingface.co/spaces/mteb/leaderboard). High-capacity models like llama-embed-nemotron-8b at 4,096 dimensions are well suited to Binary Quantization, and open-source models like mxbai-embed-large-v1 are strong alternatives that also work well with binary embeddings. +2. **Dimensions**: Use the highest dimension available for the model, to maximize accuracy. +3. **Oversampling**: Use an oversampling factor of 3 for the best balance between accuracy and efficiency. This factor is suitable for a wide range of applications. +4. **Rescoring**: Enable rescoring to improve the accuracy of search results. +5. **RAM**: Store the full vectors and payload on disk. Limit what you load from memory to the Binary Quantization index. This helps reduce the memory footprint and improve the overall efficiency of the system. The incremental latency from the disk read is negligible compared to the latency savings from the binary scoring in Qdrant, which uses SIMD instructions where possible. -## What's next? +## What's Next? -Binary Quantization is exceptional if you need to work with large volumes of data under high recall expectations. To learn about other quantization methods check the [documentation](/documentation/manage-data/quantization/). You can try this feature either by spinning up a [Qdrant container image](https://hub.docker.com/r/qdrant/qdrant) locally or, having us create one for you through a [free account](https://cloud.qdrant.io/login) in our cloud hosted service. +Binary Quantization is exceptional if you need to work with large volumes of data under high recall expectations. If your embeddings are lower-dimensional, or you want to tune the compression-versus-accuracy trade-off more finely, revisit the [quantization ladder](#the-quantization-ladder-in-qdrant) and consider Scalar Quantization or TurboQuant instead. The [quantization documentation](/documentation/manage-data/quantization/) covers all four methods in detail. -The article gives examples of data sets and configuration you can use to get going. Our documentation covers [adding large datasets to Qdrant](/documentation/tutorials-develop/bulk-upload/) to your Qdrant instance as well as [more quantization methods](/documentation/manage-data/quantization/). +You can try Binary Quantization either by spinning up a [Qdrant container image](https://hub.docker.com/r/qdrant/qdrant) locally or, having us create one for you through a [free account](https://cloud.qdrant.io/login) in our cloud hosted service. The article gives examples of data sets and configuration you can use to get going, and our documentation covers [adding large datasets to Qdrant](/documentation/tutorials-develop/bulk-upload/). -Want to discuss these findings and learn more about Binary Quantization? [Join our Discord community.](https://discord.gg/qdrant) +Want to discuss these findings and learn more about Binary Quantization? [Join our Discord community.](https://discord.gg/qdrant) From f35833859adfa9a0e6955b18a3ad7a5346d09c30 Mon Sep 17 00:00:00 2001 From: Ewa Szyszka <79250896+ESzyszka@users.noreply.github.com> Date: Tue, 14 Jul 2026 12:02:48 +0200 Subject: [PATCH 09/13] Update optimizing-embeddings-bq.md --- .../articles/optimizing-embeddings-bq.md | 21 +++++++++---------- 1 file changed, 10 insertions(+), 11 deletions(-) diff --git a/qdrant-landing/content/articles/optimizing-embeddings-bq.md b/qdrant-landing/content/articles/optimizing-embeddings-bq.md index ae45f5c846..ed6b2c6037 100644 --- a/qdrant-landing/content/articles/optimizing-embeddings-bq.md +++ b/qdrant-landing/content/articles/optimizing-embeddings-bq.md @@ -35,15 +35,13 @@ In this post, we discuss: If you're new to Binary Quantization, consider reading our article which walks you through the concept and [how to use it with Qdrant](/articles/binary-quantization/) -You can also try out these techniques with the [hands-on example notebooks](https://github.com/qdrant/examples/blob/openai-3/binary-quantization-openai/README.md) in our examples repository. - ## The Quantization Ladder in Qdrant Qdrant supports four quantization methods, each sitting at a different point on the compression-versus-accuracy ladder: -- **[Scalar Quantization](/articles/scalar-quantization/)** is the most forgiving choice. It maps `float32` to `uint8` for a 4x reduction with little accuracy loss, so it's a reliable starting point, and the only method that accelerates Manhattan (L1) distance. +- **[Scalar Quantization](/articles/scalar-quantization/)** is the most forgiving choice. It maps `float32` to `uint8` for a 4x reduction with little accuracy loss, so it's a reliable starting point. - **[Binary Quantization](/articles/binary-quantization/)** replaces each value with a single bit, for up to 32x compression and the fastest search. It shines with high-dimensional embeddings: with rescoring and oversampling enabled, the accuracy gap nearly closes. For low-dimensional models the recall loss is harder to recover. -- **Product Quantization** delivers the largest compression, up to 64x, but is the slowest and loses the most accuracy. Reserve it for cases where memory footprint is all that matters. +- **[Product Quantization](https://qdrant.tech/articles/product-quantization/)** delivers the largest compression, up to 64x, but is the slowest and loses the most accuracy. Reserve it for cases where memory footprint is all that matters. - **[TurboQuant](/articles/turboquant-quantization/)** is Qdrant's newest quantization method, a rotation-based technique from Google Research available in Qdrant 1.18 and later. It offers four operating points, 4-bit, 2-bit, 1.5-bit, and 1-bit, spanning 8x to 32x compression, so you can dial in the exact accuracy-versus-memory trade-off. It's the recommended default for new collections. This article focuses on Binary Quantization because it's the right tool for the scenario we study: large, high-dimensional text embeddings, where storage and search speed dominate your costs, and where rescoring recovers the accuracy that aggressive compression gives up. To compare all four methods in depth, check the [quantization documentation](/documentation/manage-data/quantization/). @@ -62,15 +60,16 @@ Because the rankings change constantly, the best way to stay current is to check ### Choosing the Right Model for Your Use Case -The top of the leaderboard is a starting point, not a final answer. A benchmark reports an average score across many tasks, so the model that ranks first overall is rarely the model that fits your specific workload, hardware, and budget best. Before you commit, weigh the following factors against your requirements: +The top of the leaderboard is a starting point, not a final answer. There's rarely a single best model. The right choice is the one that meets your accuracy target while respecting your constraints on speed, cost, and infrastructure. A benchmark reports an average score across many tasks, so the model that ranks first overall is rarely the model that fits your specific workload best. Before you commit, weigh the following factors against your requirements: -- **Task and domain fit**: A model that leads a general benchmark may trail a smaller, specialized model on your domain, whether that's code, legal text, biomedical literature, or short product queries. Test candidates on your own data before you decide. -- **Language coverage**: If you serve a specific set of languages, a model tuned for those languages can beat a higher-ranked multilingual model. A broad "100+ languages" claim doesn't guarantee strong quality for each one. -- **Latency and throughput**: Larger models take longer to encode text and cost more per query. For real-time search or high query volumes, a faster mid-sized model often delivers a better experience than the top-ranked one. -- **Memory and cost**: A 27-billion-parameter model needs far more RAM and compute to run than an open model you can host yourself. The largest models in our own experiment didn't fit on a 16 GB machine, which shaped what we could measure. -- **Context length**: Match the maximum token limit to your documents. A model with a huge context window adds no value if your passages are short, and a short window forces you to chunk longer documents. +| Factor | What to Weigh | +|-|-| +| **Task and Domain Fit** | A model that leads a general benchmark may trail a smaller, specialized model on your domain, whether that's code, legal text, biomedical literature, or short product queries. Test candidates on your own data before you decide. | +| **Language Coverage** | If you serve a specific set of languages, a model tuned for those languages can beat a higher-ranked multilingual model. A broad "100+ languages" claim doesn't guarantee strong quality for each one. | +| **Latency and Throughput** | Larger models take longer to encode text and cost more per query. For real-time search or high query volumes, a faster mid-sized model often delivers a better experience than the top-ranked one. | +| **Memory and Cost** | A 27-billion-parameter model needs far more RAM and compute to run than an open model you can host yourself. The largest models in our own experiment didn't fit on a 16 GB machine, which shaped what we could measure. | +| **Context Length** | Match the maximum token limit to your documents. A model with a huge context window adds no value if your passages are short, and a short window forces you to chunk longer documents. | -There's rarely a single best model. The right choice is the one that meets your accuracy target while respecting your constraints on speed, cost, and infrastructure. Binary Quantization widens your options here, because it makes high-dimensional, high-accuracy models affordable to store and fast to search, so you can often pick a stronger model than your memory budget would otherwise allow. High-accuracy models that produce high-dimensional vectors is where Binary Quantization pays off the most: each vector is expensive to store and search, so compressing it has a large impact. ## Enhanced Performance and Efficiency with Binary Quantization From 4f0a477d239c5c812613e68d82cc920d6424d977 Mon Sep 17 00:00:00 2001 From: Ewa Szyszka <79250896+ESzyszka@users.noreply.github.com> Date: Tue, 14 Jul 2026 12:27:13 +0200 Subject: [PATCH 10/13] Revise Binary Quantization section for clarity and detail Updated the section on Binary Quantization to clarify the impact of oversampling and rescoring on accuracy and efficiency. Enhanced explanations of the experiment setup and results regarding the llama-embed-nemotron-8b model. --- .../articles/optimizing-embeddings-bq.md | 67 +++++++++++-------- 1 file changed, 39 insertions(+), 28 deletions(-) diff --git a/qdrant-landing/content/articles/optimizing-embeddings-bq.md b/qdrant-landing/content/articles/optimizing-embeddings-bq.md index ed6b2c6037..564f47ebaa 100644 --- a/qdrant-landing/content/articles/optimizing-embeddings-bq.md +++ b/qdrant-landing/content/articles/optimizing-embeddings-bq.md @@ -113,22 +113,23 @@ Each dimension now costs 1 bit instead of 32 bits, which gives roughly a 32x red ![Binary Quantization explainer diagram](/articles_data/optimizing-embeddings-bq/2-binary-quantization-explainer.png) ### Dimension Reduction vs Accuracy with Binary Quantization - -Compressing 32 bits into one is lossy: the binary vector keeps only the sign of each value and discards its magnitude. As a result, the fast binary search can rank candidates slightly differently than a full-precision search would. Qdrant compensates for this with **rescoring**: after the binary stage retrieves a set of candidates, it recomputes their distances with the original full-precision vectors and reorders them, which restores most of the accuracy the compression gave up. Rescoring sets up a more precise search, based on results from an initial query. - -To analyze the impact of rescoring (`True` or `False`), we compared results across different model configurations and search limits. The efficiency gains from Binary Quantization are as follows: - -- Reduced storage footprint: It helps with large-scale datasets. It also saves on memory, reducing storage by up to 32x. -- Enhanced speed of data retrieval: Smaller data sizes generally lead to faster searches. -- Accelerated search process: It reduces distance calculations between vectors to bitwise operations. This enables real-time querying even in extensive databases. - -The accompanying chart shows the best accuracy achieved with Binary Quantization across two Matryoshka-trained models, `mxbai-embed-large-v1` and `nomic-embed-text-v1.5`, measured as recall@10 against full-precision search. At each model's native dimension, Binary Quantization preserves search quality remarkably well: `mxbai-embed-large-v1` holds 0.9707 at 1024 dimensions, and `nomic-embed-text-v1.5` holds 0.9067 at 768 dimensions. Accuracy declines as the vectors are truncated more aggressively, falling to roughly 0.80 and 0.73 at 256 dimensions, which tells you where the storage-versus-precision trade-off starts to bite. - + +Compressing 32 bits into one is lossy: the binary vector keeps only the sign of each value and discards its magnitude, so the fast binary search can rank candidates slightly differently than a full-precision search would. Qdrant gives you two levers to recover that accuracy: + +- **Oversampling** retrieves more binary candidates than the number of results you actually want. Because the binary search is approximate, the true nearest neighbors sometimes fall just outside the top results, and widening the pool gives you a chance to catch them. You set it as a multiplier, so a factor of 3 with a limit of 10 pulls roughly 30 candidates before narrowing back to 10. +- **Rescoring** takes those candidates and recomputes their distances with the original full-precision vectors, then reorders them. The final ranking matches what a full-precision search would return, which is why rescoring always improves accuracy. It pairs naturally with oversampling, since the wider candidate pool is exactly what it reorders. +Despite the lossy compression, the efficiency gains from Binary Quantization are substantial: + +- **Reduced storage footprint**: up to 32x less memory, which matters most on large-scale datasets. +- **Faster retrieval**: smaller vectors mean faster searches. +- **Accelerated scoring**: distance calculations become bitwise operations, enabling real-time querying even on extensive databases. +The chart below shows recall@10 against full-precision search for two Matryoshka-trained models. At their native dimension, Binary Quantization holds up well: `mxbai-embed-large-v1` scores 0.9707 at 1024 dimensions and `nomic-embed-text-v1.5` scores 0.9067 at 768. Accuracy drops as vectors are truncated further, to roughly 0.80 and 0.73 at 256 dimensions, which is where the storage-versus-precision trade-off starts to bite. + ![Recall@10 for full-precision search vs Binary Quantization](/articles_data/optimizing-embeddings-bq/3-recall-full-precision-vs-bq.png) #### Matryoshka Representation Learning -Many of the latest models are trained with a technique called "[Matryoshka Representation Learning](https://aniketrege.github.io/blog/2024/mrl/)". Developers can set up embeddings of different sizes (number of dimensions) and select the one that balances accuracy and size. For example, mxbai-embed-large-v1 keeps over 93% of its performance at 512 dimensions, and nomic-embed-text-v1.5 supports any size between 64 and 768. +Many of the latest models are trained with a technique called "[Matryoshka Representation Learning](https://aniketrege.github.io/blog/2024/mrl/)". Developers can set up embeddings of different sizes (number of dimensions) and select the one that balances accuracy and size. For example, `mxbai-embed-large-v1` keeps over 93% of its performance at 512 dimensions, and nomic-embed-text-v1.5 supports any size between 64 and 768. Because Matryoshka models concentrate the most important information in the earlier dimensions, they pair well with Binary Quantization: you first trim the vector to the smallest dimension your recall target allows, then quantize each remaining dimension to a single bit. Later in this article, we show that the accuracy of Binary Quantization stays high across different dimensions. @@ -143,23 +144,33 @@ The table below lists popular choices that support flexible dimensions or binary | [Qwen3-Embedding-0.6B](https://huggingface.co/Qwen/Qwen3-Embedding-0.6B) | 32-1024 (user-defined) | long-context | No | | [BGE-M3](https://huggingface.co/BAAI/bge-m3) | 1024 | 8192 | No | -### Experiment Setup: llama-embed-nemotron-8b in Focus - -To measure Binary Quantization's impact on search efficiency and accuracy, we built our experiment around [llama-embed-nemotron-8b](https://huggingface.co/nvidia/llama-embed-nemotron-8b), a 7.5-billion-parameter retrieval model from NVIDIA. It's built on Llama-3.1-8B, produces 4,096-dimensional embeddings, handles context windows of up to 32,768 tokens, and was trained for multilingual retrieval across more than 1,000 languages. Unlike the Matryoshka models, this model produces a single fixed embedding size rather than truncatable dimensions, so we hold the dimension constant at 4,096 and isolate the effect of Binary Quantization itself. - +### Experiment Setup + +Our setup breaks into three parts: the model, the dataset, and the two search parameters we vary from run to run. + +#### The Model: llama-embed-nemotron-8b + +We built the experiment around [llama-embed-nemotron-8b](https://huggingface.co/nvidia/llama-embed-nemotron-8b), a retrieval model from NVIDIA. Unlike the Matryoshka models, it produces a single fixed embedding size rather than truncatable dimensions, so we hold the dimension constant at 4,096 and isolate the effect of Binary Quantization itself. + +| Property | Value | +|-|-| +| Base model | Llama-3.1-8B | +| Parameters | 7.5 billion | +| Embedding dimensions | 4,096 (fixed) | +| Max context | 32,768 tokens | +| Languages | 1,000+ (multilingual retrieval) | + #### Dataset - -We draw our text passages from [AG News](https://huggingface.co/datasets/fancyzhx/ag_news), a standard collection of English news articles. From it, we randomly sample 1,500 passages to form the searchable corpus and hold out a separate set of 150 records to serve as queries. We then encode both sets and, for each query, we search the corpus for its nearest neighbors. The full-precision float results act as the ground truth, and we then repeat the search with binary-quantized vectors to measure how closely the compressed search reproduces that ground truth. This setup lets us assess how Binary Quantization influences both search precision and efficiency on realistic, high-dimensional embeddings. - -#### Parameters: Oversampling and Rescoring - -For each query, we run a parameter sweep over oversampling and rescoring. This lets us understand how each setting shapes search accuracy and efficiency. Our experiment was designed to assess Binary Quantization under a range of conditions, based on the following parameters: - -- **Oversampling**: Oversampling limits the information loss inherent in quantization by retrieving more binary candidates than the final result count, then rescoring them. You set it as a multiplier: with an oversampling factor of 3 and a limit of 10, Qdrant pulls roughly 30 candidates from the fast binary index before narrowing back down to the top 10. The binary search is approximate, so the true nearest neighbors sometimes fall just outside the top results. Widening the candidate pool gives the rescoring step a chance to recover them. Higher factors tend to improve accuracy with diminishing returns, and they cost more compute because every extra candidate has to be rescored. - -- **Rescoring**: Rescoring replaces the coarse bitwise Hamming scores from the binary stage with exact distances computed on the original full-precision vectors, then reorders the candidates. The final ordering matches what a full-precision search would return, which is why it **always** improves accuracy. In Qdrant, you enable it with the `rescore` flag, and it pairs naturally with oversampling, since the wider candidate pool is exactly what rescoring reorders. The extra cost is modest, because Qdrant only rescores the small oversampled candidate set rather than the whole collection, and it can keep the full vectors on disk and read just those candidates back when needed. - -Through this setup, our experiment aims to clarify the interplay between Binary Quantization and a modern, high-dimensional embedding model. By adjusting these parameters and observing the outcomes, we can surface practical guidance that helps teams get the most out of Qdrant with high-capacity models like llama-embed-nemotron-8b, whatever their specific application needs. + +We use [AG News](https://huggingface.co/datasets/fancyzhx/ag_news), a standard collection of English news articles. We sample 1,500 passages as the searchable corpus and hold out 150 as queries. For each query, the full-precision float results serve as ground truth, and we repeat the search with binary-quantized vectors to measure how closely the compressed search reproduces it. + +#### Independent Variables: Oversampling and Rescoring + +Oversampling and rescoring are the independent variables in this experiment: the inputs we manipulate while measuring recall@10 as the outcome. Both are defined in [Dimension Reduction vs Accuracy](#dimension-reduction-vs-accuracy-with-binary-quantization); here, we cross them into a grid of runs: + +- **Oversampling factor**: swept from 1 to 4. +- **Rescoring**: run with the `rescore` flag both on and off. +Running every combination lets us isolate how much each setting contributes to accuracy, and at what computational cost. ### Results: Binary Quantization's Impact on Retrieval Accuracy From 5062294bc069205798dd13596c39e4f98d42f1ad Mon Sep 17 00:00:00 2001 From: Ewa Szyszka <79250896+ESzyszka@users.noreply.github.com> Date: Tue, 14 Jul 2026 12:39:26 +0200 Subject: [PATCH 11/13] Update optimizing-embeddings-bq.md --- qdrant-landing/content/articles/optimizing-embeddings-bq.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/qdrant-landing/content/articles/optimizing-embeddings-bq.md b/qdrant-landing/content/articles/optimizing-embeddings-bq.md index 564f47ebaa..854c4d5fe8 100644 --- a/qdrant-landing/content/articles/optimizing-embeddings-bq.md +++ b/qdrant-landing/content/articles/optimizing-embeddings-bq.md @@ -118,11 +118,13 @@ Compressing 32 bits into one is lossy: the binary vector keeps only the sign of - **Oversampling** retrieves more binary candidates than the number of results you actually want. Because the binary search is approximate, the true nearest neighbors sometimes fall just outside the top results, and widening the pool gives you a chance to catch them. You set it as a multiplier, so a factor of 3 with a limit of 10 pulls roughly 30 candidates before narrowing back to 10. - **Rescoring** takes those candidates and recomputes their distances with the original full-precision vectors, then reorders them. The final ranking matches what a full-precision search would return, which is why rescoring always improves accuracy. It pairs naturally with oversampling, since the wider candidate pool is exactly what it reorders. + Despite the lossy compression, the efficiency gains from Binary Quantization are substantial: - **Reduced storage footprint**: up to 32x less memory, which matters most on large-scale datasets. - **Faster retrieval**: smaller vectors mean faster searches. - **Accelerated scoring**: distance calculations become bitwise operations, enabling real-time querying even on extensive databases. + The chart below shows recall@10 against full-precision search for two Matryoshka-trained models. At their native dimension, Binary Quantization holds up well: `mxbai-embed-large-v1` scores 0.9707 at 1024 dimensions and `nomic-embed-text-v1.5` scores 0.9067 at 768. Accuracy drops as vectors are truncated further, to roughly 0.80 and 0.73 at 256 dimensions, which is where the storage-versus-precision trade-off starts to bite. ![Recall@10 for full-precision search vs Binary Quantization](/articles_data/optimizing-embeddings-bq/3-recall-full-precision-vs-bq.png) From 1cbf5509e4e05221f64e5fb4996f3b2193afa566 Mon Sep 17 00:00:00 2001 From: Ewa Szyszka <79250896+ESzyszka@users.noreply.github.com> Date: Tue, 14 Jul 2026 12:49:44 +0200 Subject: [PATCH 12/13] Streamline rescoring impact section in article Removed redundant explanations about rescoring's impact on accuracy and streamlined the section for clarity. --- .../articles/optimizing-embeddings-bq.md | 19 ++++++------------- 1 file changed, 6 insertions(+), 13 deletions(-) diff --git a/qdrant-landing/content/articles/optimizing-embeddings-bq.md b/qdrant-landing/content/articles/optimizing-embeddings-bq.md index 854c4d5fe8..ebd5f1d0d4 100644 --- a/qdrant-landing/content/articles/optimizing-embeddings-bq.md +++ b/qdrant-landing/content/articles/optimizing-embeddings-bq.md @@ -176,23 +176,16 @@ Running every combination lets us isolate how much each setting contributes to a ### Results: Binary Quantization's Impact on Retrieval Accuracy -To understand how Binary Quantization behaves in practice, we examined the two settings that most affect the trade-off between accuracy and speed: rescoring and oversampling. +Rescoring reliably improves accuracy: across every model and dimension we tested, turning it on raised recall@10. The gain is largest at low dimensions, where more information is lost to quantization and rescoring has more ground to recover: + +- `mxbai-embed-large-v1` (1,024 dim): 0.70 → 0.97 +- `nomic-embed-text-v1.5` (768 dim): 0.61 → 0.91 +- `mxbai-embed-large-v1` (256 dim): 0.48 → 0.80 -#### Impact of Rescoring +For a high-dimensional model like `llama-embed-nemotron-8b` at 4,096 dimensions, the binary sign pattern preserves most of the geometry, so we expect it at the strong end of this range once rescoring is enabled. That makes rescoring a crucial feature wherever precision shapes the experience, such as semantic search, content discovery, and recommendation systems. ![Impact of rescoring on recall@10](/articles_data/optimizing-embeddings-bq/4-rescoring-impact.png) -A few consistent patterns emerge: - -1. **Rescoring reliably improves accuracy**: - - Across every model and dimension we tested, enabling rescoring produces higher recall@10 than leaving it off. - - The gain is substantial. For `mxbai-embed-large-v1` at 1,024 dimensions, recall@10 rises from 0.70 to 0.97, and for `nomic-embed-text-v1.5` at 768 dimensions it rises from 0.61 to 0.91. - -2. **Model and Dimension Specific Observations**: - - Lower effective dimensions lose more information to quantization, so rescoring has more ground to recover, and its impact is largest there. At 256 dimensions, rescoring lifts `mxbai-embed-large-v1` from 0.48 to 0.80. - - At high dimensions, the binary search already tracks the float ranking closely, so rescoring closes a smaller, but still meaningful, gap. - -For a high-dimensional model like `llama-embed-nemotron-8b` at 4,096 dimensions, the binary sign pattern preserves most of the geometry, so we expect it to sit at the strong end of this range once rescoring is enabled. In short, rescoring is a crucial feature for applications where precision matters, such as semantic search, content discovery, and recommendation systems, where result quality directly shapes the user experience. ### Model and Dataset Combinations From c90ebdfbb9816ec4c9b32b77718a96a06f8e3985 Mon Sep 17 00:00:00 2001 From: Ewa Szyszka <79250896+ESzyszka@users.noreply.github.com> Date: Tue, 14 Jul 2026 13:04:02 +0200 Subject: [PATCH 13/13] Revise section header and best practices for embeddings Updated section header and improved clarity on best practices for Binary Quantization. --- qdrant-landing/content/articles/optimizing-embeddings-bq.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/qdrant-landing/content/articles/optimizing-embeddings-bq.md b/qdrant-landing/content/articles/optimizing-embeddings-bq.md index ebd5f1d0d4..7f7f834208 100644 --- a/qdrant-landing/content/articles/optimizing-embeddings-bq.md +++ b/qdrant-landing/content/articles/optimizing-embeddings-bq.md @@ -265,7 +265,7 @@ print(report) Run this way, the evaluation confirms the optimization. With rescoring enabled, the binary-quantized run recovers the original ranking closely: in our reproducible experiment, recall@10 reaches 0.9707 for mxbai-embed-large-v1 at its native 1,024 dimensions, while storage drops by up to 32x. A higher-dimensional model like llama-embed-nemotron-8b, at 4,096 dimensions, is expected to retain even more of the original ranking, since each vector carries more information for the binary sign pattern to preserve. In other words, you keep nearly all of the search quality for a fraction of the memory and a faster search. That is the optimization we set out to validate. -### Leveraging Binary Quantization: Best Practices +### Best Practices We recommend the following best practices for leveraging Binary Quantization with modern text embeddings:

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