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Commits on Aug 3, 2026

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

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  sayakpaul

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Commits on Aug 1, 2026

• gguf: fix dequantization. (#14333)

  sayakpaul

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Commits on Jul 30, 2026

• [quantization] SDNQ core loading (#14277)

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  asomoza

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  sayakpaul

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• [tests] unify keep_in_32 tests in quantization test suites (#14257)

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  sayakpaul

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Commits on Jul 21, 2026

• Remove JAX/Flax (#14169)

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  DN6

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Commits on Jul 17, 2026

• [Quantization] Fix ModelOpt pre-quantized loading (#14188)

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  yzhautouskay

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  sayakpaul

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Commits on Jul 14, 2026

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

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Commits on Jun 30, 2026

• [chore] update to 2026 finally. (#14079)

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  sayakpaul

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Commits on Jun 23, 2026

• Enable BitsAndBytes quantization in MPS (#13915)

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  LucasSte

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Commits on Jun 12, 2026

• Incorporate safetensors support to TorchAO (#13719)

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Commits on Jun 10, 2026

• Integrate AutoRound into Diffusers (#13552)

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Commits on May 20, 2026

• fix(gguf): correct mismatched-shape error message in check_quantized_param_shape (#13504)

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  Ricardo-M-L

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Commits on May 18, 2026

• Implement _dequantize for TorchAO quantizer (#13538)

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  jiqing-feng

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  sayakpaul

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Commits on May 13, 2026

• Fix GGUF to Work Better with `modules_to_not_convert` / `keep_in_fp32_modules` (#13697)

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  dg845

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  yiyixuxu

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Commits on Apr 6, 2026

• Remove references to torchao's AffineQuantizedTensor (#13405)

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  andrewor14

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  sayakpaul

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Commits on Mar 28, 2026

• change minimum version guard for torchao to 0.15.0 (#13355)

  howardzhang-cv

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Commits on Mar 27, 2026

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

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Commits on Mar 11, 2026

• [Quantization] Deprecate Quanto (#13180)

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  DN6

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Commits on Feb 20, 2026

• [gguf][torch.compile time] Convert to plain tensor earlier in dequantize_gguf_tensor (#13166)

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  anijain2305

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Commits on Feb 13, 2026

• Sunset Python 3.8 & get rid of explicit `typing` exports where possible (#12524)

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  sayakpaul

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  DN6

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Commits on Feb 11, 2026

• [CI] Refactor Wan Model Tests (#13082)

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  DN6

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Commits on Feb 6, 2026

• GGUF fix for unquantized types when using unquantize kernels (#12498)

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  dxqb

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  yiyixuxu

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Commits on Jan 28, 2026

• remove torchao autoquant from diffusers docs (#13048)

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  vkuzo

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Commits on Jan 9, 2026

• Torchao floatx version guard (#12923)

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  howardzhang-cv

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  sayakpaul

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Commits on Dec 30, 2025

• fix torchao quantizer for new torchao versions (#12901)

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  vkuzo

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  github-actions[bot]

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Commits on Dec 8, 2025

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

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  jingyu-ml

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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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  stevhliu

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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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  sayakpaul

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  stevhliu

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Commits on Sep 9, 2025

• gguf new quant type support (with demo) (#12076)

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  calcuis

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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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  sayakpaul

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Commits on Aug 14, 2025

• support `hf_quantizer` in cache warmup. (#12043)

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  sayakpaul

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Commits on Aug 5, 2025

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

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  Isotr0py

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  DN6

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Commits on Jul 10, 2025

• [quant] QoL improvements for pipeline-level quant config (#11876)

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  sayakpaul

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Commits on Jun 19, 2025

• Update more licenses to 2025 (#11746)

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  a-r-r-o-w

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• [Quantizers] add `is_compileable` property to quantizers. (#11736)

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  sayakpaul

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