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Commits on Aug 3, 2026

• [kernels] download kernels when users request for it. (#14298)

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Commits on Jul 30, 2026

• [quantization] SDNQ core loading (#14277)

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  asomoza

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Commits on Jul 29, 2026

• [docs] deprecate torch_dtype for dtype (#14313)

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  stevhliu

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• [docs] minor corrections in the overview of quantization table (#14301)

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• [docs] add a warning note about device_map='cuda' usage. (#14261)

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Commits on Jul 14, 2026

• Add Nunchaku Lite single-file quantization (#14100)

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Commits on Jun 10, 2026

• Integrate AutoRound into Diffusers (#13552)

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Commits on Mar 27, 2026

• remove str option for quantization config in torchao (#13291)

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Commits on Feb 4, 2026

• [docs] Fix syntax error in quantization configuration (#13076)

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  sayakpaul

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Commits on Jan 28, 2026

• remove torchao autoquant from diffusers docs (#13048)

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Commits on Jan 7, 2026

• [docs] fix torchao typo. (#12883)

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Commits on Dec 8, 2025

• Update the TensorRT-ModelOPT to Nvidia-ModelOPT (#12793)

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Commits on Sep 30, 2025

• [docs] Migrate syntax (#12390)

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Commits on Sep 29, 2025

• [quantization] feat: support aobaseconfig classes in `TorchAOConfig` (#12275)

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  sayakpaul

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Commits on Sep 10, 2025

• [quant] allow `components_to_quantize` to be a non-list for single components (#12234)

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Commits on Sep 3, 2025

• [Quantization] Add TRT-ModelOpt as a Backend (#11173)

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  ishan-modi

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Commits on Aug 9, 2025

• [docs] diffusers gguf checkpoints (#12092)

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Commits on Aug 5, 2025

• Add cuda kernel support for GGUF inference (#11869)

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Commits on Jul 29, 2025

• [docs] Fix link (#12018)

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• [docs] quant_kwargs (#11712)

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Commits on Jun 19, 2025

• Update more licenses to 2025 (#11746)

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Commits on Jun 13, 2025

• [docs] mention fp8 benefits on supported hardware. (#11699)

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  sayakpaul

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Commits on Jun 12, 2025

• [docs] add compilation bits to the bitsandbytes docs. (#11693)

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Commits on May 30, 2025

• [docs] update torchao doc link (#11634)

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Commits on May 28, 2025

• [docs] PyTorch 2.0 (#11618)

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Commits on May 26, 2025

• [docs] Pipeline-level quantization (#11604)

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Commits on May 9, 2025

• feat: pipeline-level quantization config (#11130)

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Commits on May 6, 2025

• [docs] minor updates to bitsandbytes docs. (#11509)

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• Fix torchao docs typo for fp8 granular quantization (#11473)

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Commits on Apr 15, 2025

• [docs] Promote `AutoModel` usage (#11300)

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Commits on Mar 11, 2025

• [Quantization] Allow loading TorchAO serialized Tensor objects with torch>=2.6 (#11018)

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Commits on Mar 10, 2025

• [Quantization] Add Quanto backend (#10756)

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  DN6

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Commits on Dec 25, 2024

• Fix TorchAO related bugs; revert device_map changes (#10371)

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Commits on Dec 23, 2024

• [docs] fix: torchao example. (#10278)

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Commits on Dec 21, 2024

• [Docs] Update gguf.md to remove generator from the pipeline from_pretrained (#10299)

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