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Title: History for src/diffusers/quantizers - calebcase/diffusers · GitHub

Open Graph Title: History for src/diffusers/quantizers - calebcase/diffusers

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Description: 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch. - History for src/diffusers/quantizers - calebcase/diffusers

Open Graph Description: 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch. - History for src/diffusers/quantizers - calebcase/diffusers

X Description: 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch. - History for src/diffusers/quantizers - calebcase/diffusers

Opengraph URL: https://github.com/calebcase/diffusers

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quantizers/torchao/: backport upstream fixes to allow usage with torchao >v1.17https://github.com/calebcase/diffusers/commit/6a1c196c69b5930122dbe036a5fa7beec71fa176
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[quantization] feat: support aobaseconfig classes in `TorchAOConfig` (#12275)https://github.com/calebcase/diffusers/commit/64a5187d96f9376c7cf5123db810f2d2da79d7d0
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[quant] allow `components_to_quantize` to be a non-list for single components (#12234)https://github.com/calebcase/diffusers/commit/eb7ef26736055055df252d8f06d665fd407f6fe7
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gguf new quant type support (with demo) (#12076)https://github.com/calebcase/diffusers/commit/28106fcac4fd13e7ced5c9eb6803f107e804a08f
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[Quantization] Add TRT-ModelOpt as a Backend (#11173)https://github.com/calebcase/diffusers/commit/4acbfbf13b300e25acbe2516db8fa13a640cad3a
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support `hf_quantizer` in cache warmup. (#12043)https://github.com/calebcase/diffusers/commit/58bf2682612bc29b7cdb8a10ba6eee28a024d6d3
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[training] feat: enable quantization for hidream lora training. (#11494)https://github.com/calebcase/diffusers/commit/071807c853d28f04f8f9b1db54cd124fd6fcda2c
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enable 28 GGUF test cases on XPU (#11404)https://github.com/calebcase/diffusers/commit/7567adfc454845f9901f9f824c3cbf7edb4a0b29
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[bitsandbytes] improve dtype mismatch handling for bnb + lora. (#11270)https://github.com/calebcase/diffusers/commit/4397f59a37012054212603a8dc8ba9db58f8a56c
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https://github.com/calebcase/diffusers/tree/5d49b3e83b97b45d8745ed6fc9f06c32d5ef9286
[tests] enable bnb tests on xpu (#11001)https://github.com/calebcase/diffusers/commit/56f740051dae2d410677292a5c9e5b66e60f87dc
https://github.com/faaany
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56f7400https://github.com/calebcase/diffusers/commit/56f740051dae2d410677292a5c9e5b66e60f87dc
https://github.com/calebcase/diffusers/blob/56f740051dae2d410677292a5c9e5b66e60f87dc/src/diffusers/quantizers
https://github.com/calebcase/diffusers/tree/56f740051dae2d410677292a5c9e5b66e60f87dc
[Quantization] Allow loading TorchAO serialized Tensor objects with torch>=2.6 (#11018)https://github.com/calebcase/diffusers/commit/9add071592a2c00e084f5ae6a9c873f5291a7a46
https://github.com/DN6
DN6https://github.com/calebcase/diffusers/commits?author=DN6
9add071https://github.com/calebcase/diffusers/commit/9add071592a2c00e084f5ae6a9c873f5291a7a46
https://github.com/calebcase/diffusers/blob/9add071592a2c00e084f5ae6a9c873f5291a7a46/src/diffusers/quantizers
https://github.com/calebcase/diffusers/tree/9add071592a2c00e084f5ae6a9c873f5291a7a46
[Tests] improve quantization tests by additionally measuring the inference memory savings (#11021)https://github.com/calebcase/diffusers/commit/e7e6d852822b279b88f133395bcc2dd056eb59da
https://github.com/sayakpaul
sayakpaulhttps://github.com/calebcase/diffusers/commits?author=sayakpaul
e7e6d85https://github.com/calebcase/diffusers/commit/e7e6d852822b279b88f133395bcc2dd056eb59da
https://github.com/calebcase/diffusers/blob/e7e6d852822b279b88f133395bcc2dd056eb59da/src/diffusers/quantizers
https://github.com/calebcase/diffusers/tree/e7e6d852822b279b88f133395bcc2dd056eb59da
[Quantization] Add Quanto backend (#10756)https://github.com/calebcase/diffusers/commit/f5edaa789414517815ba2e66905778027c28aa79
DN6https://github.com/calebcase/diffusers/commits?author=DN6
sayakpaulhttps://github.com/calebcase/diffusers/commits?author=sayakpaul
f5edaa7https://github.com/calebcase/diffusers/commit/f5edaa789414517815ba2e66905778027c28aa79
https://github.com/calebcase/diffusers/blob/f5edaa789414517815ba2e66905778027c28aa79/src/diffusers/quantizers
https://github.com/calebcase/diffusers/tree/f5edaa789414517815ba2e66905778027c28aa79
Fix the missing parentheses when calling is_torchao_available in quantization_config.py. (#10961)https://github.com/calebcase/diffusers/commit/dcd77ce22273708294b7b9c2f7f0a4e45d7a9f33
https://github.com/CyberVy
CyberVyhttps://github.com/calebcase/diffusers/commits?author=CyberVy
dcd77cehttps://github.com/calebcase/diffusers/commit/dcd77ce22273708294b7b9c2f7f0a4e45d7a9f33
https://github.com/calebcase/diffusers/blob/dcd77ce22273708294b7b9c2f7f0a4e45d7a9f33/src/diffusers/quantizers
https://github.com/calebcase/diffusers/tree/dcd77ce22273708294b7b9c2f7f0a4e45d7a9f33
[Quantization] support pass MappingType for TorchAoConfig (#10927)https://github.com/calebcase/diffusers/commit/11d8e3ce2c0b7789a173bbf9e8fcc42b7c7e3cf6
a120092009https://github.com/calebcase/diffusers/commits?author=a120092009
github-actions[bot]https://github.com/calebcase/diffusers/commits?author=github-actions%5Bbot%5D
11d8e3chttps://github.com/calebcase/diffusers/commit/11d8e3ce2c0b7789a173bbf9e8fcc42b7c7e3cf6
https://github.com/calebcase/diffusers/blob/11d8e3ce2c0b7789a173bbf9e8fcc42b7c7e3cf6/src/diffusers/quantizers
https://github.com/calebcase/diffusers/tree/11d8e3ce2c0b7789a173bbf9e8fcc42b7c7e3cf6
Add missing `isinstance` for arg checks in GGUFParameter (#10834)https://github.com/calebcase/diffusers/commit/532171266b431448f5fead648c661c9205705b0c
https://github.com/AstraliteHeart
AstraliteHearthttps://github.com/calebcase/diffusers/commits?author=AstraliteHeart
5321712https://github.com/calebcase/diffusers/commit/532171266b431448f5fead648c661c9205705b0c
https://github.com/calebcase/diffusers/blob/532171266b431448f5fead648c661c9205705b0c/src/diffusers/quantizers
https://github.com/calebcase/diffusers/tree/532171266b431448f5fead648c661c9205705b0c
[FEAT] Model loading refactor (#10604)https://github.com/calebcase/diffusers/commit/f5929e03060d56063ff34b25a8308833bec7c785
f5929e0https://github.com/calebcase/diffusers/commit/f5929e03060d56063ff34b25a8308833bec7c785
https://github.com/calebcase/diffusers/blob/f5929e03060d56063ff34b25a8308833bec7c785/src/diffusers/quantizers
https://github.com/calebcase/diffusers/tree/f5929e03060d56063ff34b25a8308833bec7c785
[bitsandbytes] Simplify bnb int8 dequant (#10401)https://github.com/calebcase/diffusers/commit/5e8e6cb44f78fc9235455d08a79010425c9e5a24
https://github.com/sayakpaul
sayakpaulhttps://github.com/calebcase/diffusers/commits?author=sayakpaul
5e8e6cbhttps://github.com/calebcase/diffusers/commit/5e8e6cb44f78fc9235455d08a79010425c9e5a24
https://github.com/calebcase/diffusers/blob/5e8e6cb44f78fc9235455d08a79010425c9e5a24/src/diffusers/quantizers
https://github.com/calebcase/diffusers/tree/5e8e6cb44f78fc9235455d08a79010425c9e5a24
Improve TorchAO error message (#10627)https://github.com/calebcase/diffusers/commit/ca60ad8e55e8c2c43c3b88279fd3351918af8c39
https://github.com/a-r-r-o-w
a-r-r-o-whttps://github.com/calebcase/diffusers/commits?author=a-r-r-o-w
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https://github.com/calebcase/diffusers/blob/ca60ad8e55e8c2c43c3b88279fd3351918af8c39/src/diffusers/quantizers
https://github.com/calebcase/diffusers/tree/ca60ad8e55e8c2c43c3b88279fd3351918af8c39
[chore] change licensing to 2025 from 2024. (#10615)https://github.com/calebcase/diffusers/commit/4ace7d0483d9b5016575a2d51119c33172c005ed
https://github.com/sayakpaul
sayakpaulhttps://github.com/calebcase/diffusers/commits?author=sayakpaul
4ace7d0https://github.com/calebcase/diffusers/commit/4ace7d0483d9b5016575a2d51119c33172c005ed
https://github.com/calebcase/diffusers/blob/4ace7d0483d9b5016575a2d51119c33172c005ed/src/diffusers/quantizers
https://github.com/calebcase/diffusers/tree/4ace7d0483d9b5016575a2d51119c33172c005ed
Add AuraFlow GGUF support (#10463)https://github.com/calebcase/diffusers/commit/cb342b745aa57798b759c0ba5b80c045a5dafbad
AstraliteHearthttps://github.com/calebcase/diffusers/commits?author=AstraliteHeart
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https://github.com/calebcase/diffusers/blob/cb342b745aa57798b759c0ba5b80c045a5dafbad/src/diffusers/quantizers
https://github.com/calebcase/diffusers/tree/cb342b745aa57798b759c0ba5b80c045a5dafbad
Fix TorchAO related bugs; revert device_map changes (#10371)https://github.com/calebcase/diffusers/commit/cd991d1e1a648cffe894405db02f34059d86809f
a-r-r-o-whttps://github.com/calebcase/diffusers/commits?author=a-r-r-o-w
sayakpaulhttps://github.com/calebcase/diffusers/commits?author=sayakpaul
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https://github.com/calebcase/diffusers/tree/cd991d1e1a648cffe894405db02f34059d86809f
make style for https://github.com/huggingface/diffusers/pull/10368 (#10370)https://github.com/calebcase/diffusers/commit/6dfaec348780c6153a4cfd03a01972a291d67f82
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https://github.com/calebcase/diffusers/tree/6dfaec348780c6153a4cfd03a01972a291d67f82
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