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Modalities
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Merge pull request #465 from Modalities/feat/weighted-combined-dataset
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#695:
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feat: torch-free dataloader utilities for CPU-only tooling
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Merge pull request #464 from Modalities/fix/cross-entropy-fp32-upcast
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le1nux
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fix(loss): compute causal-LM cross-entropy in float32
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Merge pull request #462 from Modalities/fix/rotary-fp32-frequencies
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Fix rotary frequency precision
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fix/rotary-fp32-frequencies
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Fix rotary frequency precision
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chore: Merge pull request #449 from Modalities/muon
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feat(model): add Nemotron-3 Nano hybrid Mamba-Transformer MoE architecture
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Context Parallelism
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feat: Add torchtitan-style chunked lm_head cross-entropy loss (ChunkedLMHeadCrossEntropyLoss)
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lmhead_chunking
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MoE Refactoring
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chore: Merge pull request #444 from Modalities/checkpoint_strategy_wi…
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Merge pull request #456 from Modalities/3B_training_prep
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Weight tying improvements
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Merge pull request #452 from Modalities/3B_training_prep
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3 b training prep
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MoE code fixes
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Integrate MoE as first-class component
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added muon optimizer component
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muon
muon
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Merge pull request #445 from Modalities/yarn_hf
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Context Parallelism
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Context Parallelism
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Partial dcp load
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partial_dcp_load
partial_dcp_load
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YaRN
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yarn_hf
yarn_hf
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