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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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  f2be8bd

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Commits on Mar 27, 2026

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

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  3 peopleauthored
  1fe2125

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Commits on Mar 11, 2026

• [Quantization] Deprecate Quanto (#13180)

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  DN6

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  897aed7

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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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  01de02e

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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

  and

  DN6

  authored
  2843b3d

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Commits on Feb 11, 2026

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

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  DN6

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  c3a4cd1

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Commits on Feb 6, 2026

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

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  dxqb

  and

  yiyixuxu

  authored
  ca79f8c

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Commits on Jan 28, 2026

• remove torchao autoquant from diffusers docs (#13048)

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  vkuzo

  authored
  74a0f0b

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Commits on Jan 9, 2026

• Torchao floatx version guard (#12923)

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  howardzhang-cv

  and

  sayakpaul

  authored
  2f66edc

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Commits on Dec 30, 2025

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

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  vkuzo

  and

  github-actions[bot]

  authored
  1cdb872

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Commits on Dec 8, 2025

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

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  jingyu-ml

  and

  sayakpaul

  authored
  5a74319

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Commits on Sep 29, 2025

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

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  sayakpaul

  and

  stevhliu

  authored
  64a5187

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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

  and

  stevhliu

  authored
  eb7ef26

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Commits on Sep 9, 2025

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

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  calcuis

  and

  github-actions[bot]

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  28106fc

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Commits on Sep 3, 2025

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

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  ishan-modi

  and

  sayakpaul

  authored
  4acbfbf

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Commits on Aug 14, 2025

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

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  sayakpaul

  authored
  58bf268

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Commits on Aug 5, 2025

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

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  Isotr0py

  and

  DN6

  authored
  ba2ba90

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Commits on Jul 10, 2025

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

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  sayakpaul

  authored
  b41abb2

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Commits on Jun 19, 2025

• Update more licenses to 2025 (#11746)

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  a-r-r-o-w

  authored
  a4df8db

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

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  sayakpaul

  authored
  48eae6f

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Commits on Jun 11, 2025

• enable torchao test cases on XPU and switch to device agnostic APIs for test cases (#11654)

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  yao-matrix

  authored
  33e636c

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Commits on May 19, 2025

• Use HF Papers (#11567)

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  qgallouedec

  and

  github-actions[bot]

  authored
  c8bb1ff

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Commits on May 15, 2025

• [gguf] Refactor __torch_function__ to avoid unnecessary computation (#11551)

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  3 peopleauthored
  3a6caba

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Commits on May 9, 2025

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

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  sayakpaul

  and

  SunMarc

  authored
  599c887

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Commits on May 5, 2025

• [training] feat: enable quantization for hidream lora training. (#11494)

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  sayakpaul

  and

  linoytsaban

  authored
  071807c

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Commits on May 1, 2025

• Fix typos in docs and comments (#11416)

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  3 peopleauthored
  86294d3

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Commits on Apr 28, 2025

• enable 28 GGUF test cases on XPU (#11404)

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  3 peopleauthored
  7567adf

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Commits on Apr 17, 2025

• [bitsandbytes] improve dtype mismatch handling for bnb + lora. (#11270)

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  sayakpaul

  authored
  4397f59

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Commits on Apr 9, 2025

• Update Ruff to latest Version (#10919)

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  DN6

  authored
  edc154d

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Commits on Apr 8, 2025

• [bistandbytes] improve replacement warnings for bnb (#11132)

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  sayakpaul

  authored
  1a04812

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• Flux quantized with lora (#10990)

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  4 peopleauthored
  5d49b3e

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Commits on Mar 19, 2025

• [tests] enable bnb tests on xpu (#11001)

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  faaany

  authored
  56f7400

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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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  DN6

  authored
  9add071

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Commits on Mar 10, 2025

• [Tests] improve quantization tests by additionally measuring the inference memory savings (#11021)

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  sayakpaul

  authored
  e7e6d85

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• [Quantization] Add Quanto backend (#10756)

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  DN6

  and

  sayakpaul

  authored
  f5edaa7

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