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

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

X Title: History for src/diffusers/quantizers - brisbanewebdeveloper/diffusers

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

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

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

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

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main	https://github.com/brisbanewebdeveloper/diffusers/tree/main
Remove references to torchao's AffineQuantizedTensor (#13405)	https://github.com/brisbanewebdeveloper/diffusers/commit/24b4c259fbbf864fa1f3ae24dd277891589f9ece
andrewor14	https://github.com/brisbanewebdeveloper/diffusers/commits?author=andrewor14
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	https://github.com/brisbanewebdeveloper/diffusers/tree/24b4c259fbbf864fa1f3ae24dd277891589f9ece
change minimum version guard for torchao to 0.15.0 (#13355)	https://github.com/brisbanewebdeveloper/diffusers/commit/f2be8bd6b3dc4035bd989dc467f15d86bf3c9c12
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	https://github.com/brisbanewebdeveloper/diffusers/tree/f2be8bd6b3dc4035bd989dc467f15d86bf3c9c12
remove str option for quantization config in torchao (#13291)	https://github.com/brisbanewebdeveloper/diffusers/commit/1fe2125802ac656c00d7f087869d0e4c15886d8f
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	https://github.com/brisbanewebdeveloper/diffusers/tree/1fe2125802ac656c00d7f087869d0e4c15886d8f
[Quantization] Deprecate Quanto (#13180)	https://github.com/brisbanewebdeveloper/diffusers/commit/897aed72fa353d6aef864e3dd3da986666bf0645
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	https://github.com/brisbanewebdeveloper/diffusers/tree/897aed72fa353d6aef864e3dd3da986666bf0645
[gguf][torch.compile time] Convert to plain tensor earlier in dequantize_gguf_tensor (#13166)	https://github.com/brisbanewebdeveloper/diffusers/commit/01de02e8b4f2cc91df4f3e91cb6535ebcbeb490c
	https://github.com/anijain2305
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	https://github.com/brisbanewebdeveloper/diffusers/tree/01de02e8b4f2cc91df4f3e91cb6535ebcbeb490c
Sunset Python 3.8 & get rid of explicit `typing` exports where possible (#12524)	https://github.com/brisbanewebdeveloper/diffusers/commit/2843b3d37ad7c83b44cdcd098b9c064e1569457d
sayakpaul	https://github.com/brisbanewebdeveloper/diffusers/commits?author=sayakpaul
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[CI] Refactor Wan Model Tests (#13082)	https://github.com/brisbanewebdeveloper/diffusers/commit/c3a4cd14b82dd84ea8dd803bdafc82bf12fd337f
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	https://github.com/brisbanewebdeveloper/diffusers/tree/c3a4cd14b82dd84ea8dd803bdafc82bf12fd337f
GGUF fix for unquantized types when using unquantize kernels (#12498)	https://github.com/brisbanewebdeveloper/diffusers/commit/ca79f8ccc4856c675d189b6100dfbd971ea9d1b9
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	https://github.com/brisbanewebdeveloper/diffusers/tree/ca79f8ccc4856c675d189b6100dfbd971ea9d1b9
remove torchao autoquant from diffusers docs (#13048)	https://github.com/brisbanewebdeveloper/diffusers/commit/74a0f0b694e1d9b3e4179a1b9e856cc49a888436
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Torchao floatx version guard (#12923)	https://github.com/brisbanewebdeveloper/diffusers/commit/2f66edc88020e4407c73463162385f0fc688ac3a
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fix torchao quantizer for new torchao versions (#12901)	https://github.com/brisbanewebdeveloper/diffusers/commit/1cdb8723b85f1b427031e390e0bd0bebfe92454e
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Update the TensorRT-ModelOPT to Nvidia-ModelOPT (#12793)	https://github.com/brisbanewebdeveloper/diffusers/commit/5a74319715c9de2eaf854f11ee7bd03fed6e5123
jingyu-ml	https://github.com/brisbanewebdeveloper/diffusers/commits?author=jingyu-ml
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[quantization] feat: support aobaseconfig classes in `TorchAOConfig` (#12275)	https://github.com/brisbanewebdeveloper/diffusers/commit/64a5187d96f9376c7cf5123db810f2d2da79d7d0
sayakpaul	https://github.com/brisbanewebdeveloper/diffusers/commits?author=sayakpaul
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64a5187	https://github.com/brisbanewebdeveloper/diffusers/commit/64a5187d96f9376c7cf5123db810f2d2da79d7d0
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[quant] allow `components_to_quantize` to be a non-list for single components (#12234)	https://github.com/brisbanewebdeveloper/diffusers/commit/eb7ef26736055055df252d8f06d665fd407f6fe7
sayakpaul	https://github.com/brisbanewebdeveloper/diffusers/commits?author=sayakpaul
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gguf new quant type support (with demo) (#12076)	https://github.com/brisbanewebdeveloper/diffusers/commit/28106fcac4fd13e7ced5c9eb6803f107e804a08f
calcuis	https://github.com/brisbanewebdeveloper/diffusers/commits?author=calcuis
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28106fc	https://github.com/brisbanewebdeveloper/diffusers/commit/28106fcac4fd13e7ced5c9eb6803f107e804a08f
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	https://github.com/brisbanewebdeveloper/diffusers/tree/28106fcac4fd13e7ced5c9eb6803f107e804a08f
[Quantization] Add TRT-ModelOpt as a Backend (#11173)	https://github.com/brisbanewebdeveloper/diffusers/commit/4acbfbf13b300e25acbe2516db8fa13a640cad3a
ishan-modi	https://github.com/brisbanewebdeveloper/diffusers/commits?author=ishan-modi
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	https://github.com/brisbanewebdeveloper/diffusers/tree/4acbfbf13b300e25acbe2516db8fa13a640cad3a
support `hf_quantizer` in cache warmup. (#12043)	https://github.com/brisbanewebdeveloper/diffusers/commit/58bf2682612bc29b7cdb8a10ba6eee28a024d6d3
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	https://github.com/brisbanewebdeveloper/diffusers/tree/58bf2682612bc29b7cdb8a10ba6eee28a024d6d3
Add cuda kernel support for GGUF inference (#11869)	https://github.com/brisbanewebdeveloper/diffusers/commit/ba2ba9019f76fd96c532240ed07d3f98343e4041
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[quant] QoL improvements for pipeline-level quant config (#11876)	https://github.com/brisbanewebdeveloper/diffusers/commit/b41abb223086f7bb45583f1c85fea6449b1da82d
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	https://github.com/brisbanewebdeveloper/diffusers/blob/b41abb223086f7bb45583f1c85fea6449b1da82d/src/diffusers/quantizers
	https://github.com/brisbanewebdeveloper/diffusers/tree/b41abb223086f7bb45583f1c85fea6449b1da82d
Update more licenses to 2025 (#11746)	https://github.com/brisbanewebdeveloper/diffusers/commit/a4df8dbc40e170ff828f8d8f79c2c861c9f1748d
	https://github.com/a-r-r-o-w
a-r-r-o-w	https://github.com/brisbanewebdeveloper/diffusers/commits?author=a-r-r-o-w
a4df8db	https://github.com/brisbanewebdeveloper/diffusers/commit/a4df8dbc40e170ff828f8d8f79c2c861c9f1748d
	https://github.com/brisbanewebdeveloper/diffusers/blob/a4df8dbc40e170ff828f8d8f79c2c861c9f1748d/src/diffusers/quantizers
	https://github.com/brisbanewebdeveloper/diffusers/tree/a4df8dbc40e170ff828f8d8f79c2c861c9f1748d
[Quantizers] add `is_compileable` property to quantizers. (#11736)	https://github.com/brisbanewebdeveloper/diffusers/commit/48eae6f4204dbdca26e6c1f0c8dc64caa0e48f08
	https://github.com/sayakpaul
sayakpaul	https://github.com/brisbanewebdeveloper/diffusers/commits?author=sayakpaul
48eae6f	https://github.com/brisbanewebdeveloper/diffusers/commit/48eae6f4204dbdca26e6c1f0c8dc64caa0e48f08
	https://github.com/brisbanewebdeveloper/diffusers/blob/48eae6f4204dbdca26e6c1f0c8dc64caa0e48f08/src/diffusers/quantizers
	https://github.com/brisbanewebdeveloper/diffusers/tree/48eae6f4204dbdca26e6c1f0c8dc64caa0e48f08
enable torchao test cases on XPU and switch to device agnostic APIs for test cases (#11654)	https://github.com/brisbanewebdeveloper/diffusers/commit/33e636cea557d73d0ff4387c3096375ea00ab0d4
	https://github.com/yao-matrix
yao-matrix	https://github.com/brisbanewebdeveloper/diffusers/commits?author=yao-matrix
33e636c	https://github.com/brisbanewebdeveloper/diffusers/commit/33e636cea557d73d0ff4387c3096375ea00ab0d4
	https://github.com/brisbanewebdeveloper/diffusers/blob/33e636cea557d73d0ff4387c3096375ea00ab0d4/src/diffusers/quantizers
	https://github.com/brisbanewebdeveloper/diffusers/tree/33e636cea557d73d0ff4387c3096375ea00ab0d4
Use HF Papers (#11567)	https://github.com/brisbanewebdeveloper/diffusers/commit/c8bb1ff53ee1210e04861abd41518f197cfd8b3c
qgallouedec	https://github.com/brisbanewebdeveloper/diffusers/commits?author=qgallouedec
github-actions[bot]	https://github.com/brisbanewebdeveloper/diffusers/commits?author=github-actions%5Bbot%5D
c8bb1ff	https://github.com/brisbanewebdeveloper/diffusers/commit/c8bb1ff53ee1210e04861abd41518f197cfd8b3c
	https://github.com/brisbanewebdeveloper/diffusers/blob/c8bb1ff53ee1210e04861abd41518f197cfd8b3c/src/diffusers/quantizers
	https://github.com/brisbanewebdeveloper/diffusers/tree/c8bb1ff53ee1210e04861abd41518f197cfd8b3c
[gguf] Refactor __torch_function__ to avoid unnecessary computation (#11551)	https://github.com/brisbanewebdeveloper/diffusers/commit/3a6caba8e47e367d092eeaa4c165902ab966c07f
3a6caba	https://github.com/brisbanewebdeveloper/diffusers/commit/3a6caba8e47e367d092eeaa4c165902ab966c07f
	https://github.com/brisbanewebdeveloper/diffusers/blob/3a6caba8e47e367d092eeaa4c165902ab966c07f/src/diffusers/quantizers
	https://github.com/brisbanewebdeveloper/diffusers/tree/3a6caba8e47e367d092eeaa4c165902ab966c07f
feat: pipeline-level quantization config (#11130)	https://github.com/brisbanewebdeveloper/diffusers/commit/599c887164a83b3450a7c2e640ddb86d63c0d518
sayakpaul	https://github.com/brisbanewebdeveloper/diffusers/commits?author=sayakpaul
SunMarc	https://github.com/brisbanewebdeveloper/diffusers/commits?author=SunMarc
599c887	https://github.com/brisbanewebdeveloper/diffusers/commit/599c887164a83b3450a7c2e640ddb86d63c0d518
	https://github.com/brisbanewebdeveloper/diffusers/blob/599c887164a83b3450a7c2e640ddb86d63c0d518/src/diffusers/quantizers
	https://github.com/brisbanewebdeveloper/diffusers/tree/599c887164a83b3450a7c2e640ddb86d63c0d518
[training] feat: enable quantization for hidream lora training. (#11494)	https://github.com/brisbanewebdeveloper/diffusers/commit/071807c853d28f04f8f9b1db54cd124fd6fcda2c
sayakpaul	https://github.com/brisbanewebdeveloper/diffusers/commits?author=sayakpaul
linoytsaban	https://github.com/brisbanewebdeveloper/diffusers/commits?author=linoytsaban
071807c	https://github.com/brisbanewebdeveloper/diffusers/commit/071807c853d28f04f8f9b1db54cd124fd6fcda2c
	https://github.com/brisbanewebdeveloper/diffusers/blob/071807c853d28f04f8f9b1db54cd124fd6fcda2c/src/diffusers/quantizers
	https://github.com/brisbanewebdeveloper/diffusers/tree/071807c853d28f04f8f9b1db54cd124fd6fcda2c
Fix typos in docs and comments (#11416)	https://github.com/brisbanewebdeveloper/diffusers/commit/86294d3c7ffa5e97b9483d82c14021d06b701a12
86294d3	https://github.com/brisbanewebdeveloper/diffusers/commit/86294d3c7ffa5e97b9483d82c14021d06b701a12
	https://github.com/brisbanewebdeveloper/diffusers/blob/86294d3c7ffa5e97b9483d82c14021d06b701a12/src/diffusers/quantizers
	https://github.com/brisbanewebdeveloper/diffusers/tree/86294d3c7ffa5e97b9483d82c14021d06b701a12
enable 28 GGUF test cases on XPU (#11404)	https://github.com/brisbanewebdeveloper/diffusers/commit/7567adfc454845f9901f9f824c3cbf7edb4a0b29
7567adf	https://github.com/brisbanewebdeveloper/diffusers/commit/7567adfc454845f9901f9f824c3cbf7edb4a0b29
	https://github.com/brisbanewebdeveloper/diffusers/blob/7567adfc454845f9901f9f824c3cbf7edb4a0b29/src/diffusers/quantizers
	https://github.com/brisbanewebdeveloper/diffusers/tree/7567adfc454845f9901f9f824c3cbf7edb4a0b29
[bitsandbytes] improve dtype mismatch handling for bnb + lora. (#11270)	https://github.com/brisbanewebdeveloper/diffusers/commit/4397f59a37012054212603a8dc8ba9db58f8a56c
	https://github.com/sayakpaul
sayakpaul	https://github.com/brisbanewebdeveloper/diffusers/commits?author=sayakpaul
4397f59	https://github.com/brisbanewebdeveloper/diffusers/commit/4397f59a37012054212603a8dc8ba9db58f8a56c
	https://github.com/brisbanewebdeveloper/diffusers/blob/4397f59a37012054212603a8dc8ba9db58f8a56c/src/diffusers/quantizers
	https://github.com/brisbanewebdeveloper/diffusers/tree/4397f59a37012054212603a8dc8ba9db58f8a56c
Update Ruff to latest Version (#10919)	https://github.com/brisbanewebdeveloper/diffusers/commit/edc154da0906ddc7ade2dfea739917266908451a
	https://github.com/DN6
DN6	https://github.com/brisbanewebdeveloper/diffusers/commits?author=DN6
edc154d	https://github.com/brisbanewebdeveloper/diffusers/commit/edc154da0906ddc7ade2dfea739917266908451a
	https://github.com/brisbanewebdeveloper/diffusers/blob/edc154da0906ddc7ade2dfea739917266908451a/src/diffusers/quantizers
	https://github.com/brisbanewebdeveloper/diffusers/tree/edc154da0906ddc7ade2dfea739917266908451a
[bistandbytes] improve replacement warnings for bnb (#11132)	https://github.com/brisbanewebdeveloper/diffusers/commit/1a04812439c82a9dd318d14a800bb04e84dbbfc0
	https://github.com/sayakpaul
sayakpaul	https://github.com/brisbanewebdeveloper/diffusers/commits?author=sayakpaul
1a04812	https://github.com/brisbanewebdeveloper/diffusers/commit/1a04812439c82a9dd318d14a800bb04e84dbbfc0
	https://github.com/brisbanewebdeveloper/diffusers/blob/1a04812439c82a9dd318d14a800bb04e84dbbfc0/src/diffusers/quantizers
	https://github.com/brisbanewebdeveloper/diffusers/tree/1a04812439c82a9dd318d14a800bb04e84dbbfc0
Flux quantized with lora (#10990)	https://github.com/brisbanewebdeveloper/diffusers/commit/5d49b3e83b97b45d8745ed6fc9f06c32d5ef9286
5d49b3e	https://github.com/brisbanewebdeveloper/diffusers/commit/5d49b3e83b97b45d8745ed6fc9f06c32d5ef9286
	https://github.com/brisbanewebdeveloper/diffusers/blob/5d49b3e83b97b45d8745ed6fc9f06c32d5ef9286/src/diffusers/quantizers
	https://github.com/brisbanewebdeveloper/diffusers/tree/5d49b3e83b97b45d8745ed6fc9f06c32d5ef9286
[tests] enable bnb tests on xpu (#11001)	https://github.com/brisbanewebdeveloper/diffusers/commit/56f740051dae2d410677292a5c9e5b66e60f87dc
	https://github.com/faaany
faaany	https://github.com/brisbanewebdeveloper/diffusers/commits?author=faaany
56f7400	https://github.com/brisbanewebdeveloper/diffusers/commit/56f740051dae2d410677292a5c9e5b66e60f87dc
	https://github.com/brisbanewebdeveloper/diffusers/blob/56f740051dae2d410677292a5c9e5b66e60f87dc/src/diffusers/quantizers
	https://github.com/brisbanewebdeveloper/diffusers/tree/56f740051dae2d410677292a5c9e5b66e60f87dc
[Quantization] Allow loading TorchAO serialized Tensor objects with torch>=2.6 (#11018)	https://github.com/brisbanewebdeveloper/diffusers/commit/9add071592a2c00e084f5ae6a9c873f5291a7a46
	https://github.com/DN6
DN6	https://github.com/brisbanewebdeveloper/diffusers/commits?author=DN6
9add071	https://github.com/brisbanewebdeveloper/diffusers/commit/9add071592a2c00e084f5ae6a9c873f5291a7a46
	https://github.com/brisbanewebdeveloper/diffusers/blob/9add071592a2c00e084f5ae6a9c873f5291a7a46/src/diffusers/quantizers
	https://github.com/brisbanewebdeveloper/diffusers/tree/9add071592a2c00e084f5ae6a9c873f5291a7a46
[Tests] improve quantization tests by additionally measuring the inference memory savings (#11021)	https://github.com/brisbanewebdeveloper/diffusers/commit/e7e6d852822b279b88f133395bcc2dd056eb59da
	https://github.com/sayakpaul
sayakpaul	https://github.com/brisbanewebdeveloper/diffusers/commits?author=sayakpaul
e7e6d85	https://github.com/brisbanewebdeveloper/diffusers/commit/e7e6d852822b279b88f133395bcc2dd056eb59da
	https://github.com/brisbanewebdeveloper/diffusers/blob/e7e6d852822b279b88f133395bcc2dd056eb59da/src/diffusers/quantizers
	https://github.com/brisbanewebdeveloper/diffusers/tree/e7e6d852822b279b88f133395bcc2dd056eb59da
Next	https://github.com/brisbanewebdeveloper/diffusers/commits/main/src/diffusers/quantizers?after=f7fd76adcd288494a1a13c82d06e37579170aaf3+34
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