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Title: History for tests/quantization - rootAvish/diffusers · GitHub

Open Graph Title: History for tests/quantization - rootAvish/diffusers

X Title: History for tests/quantization - rootAvish/diffusers

Description: 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX. - History for tests/quantization - rootAvish/diffusers

Open Graph Description: 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX. - History for tests/quantization - rootAvish/diffusers

X Description: 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX. - History for tests/quantization - rootAvish/diffusers

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

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quantizationhttps://github.com/rootAvish/diffusers/commits/patch-2/tests/quantization
patch-2https://github.com/rootAvish/diffusers/tree/patch-2
[tests] enable bnb tests on xpu (#11001)https://github.com/rootAvish/diffusers/commit/56f740051dae2d410677292a5c9e5b66e60f87dc
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https://github.com/rootAvish/diffusers/tree/56f740051dae2d410677292a5c9e5b66e60f87dc
[Tests] add requires peft decorator. (#11037)https://github.com/rootAvish/diffusers/commit/cc19726f3d9fd6d02bf3d2c2475df2a5f9f14a42
sayakpaulhttps://github.com/rootAvish/diffusers/commits?author=sayakpaul
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[Tests] restrict memory tests for quanto for certain schemes. (#11052)https://github.com/rootAvish/diffusers/commit/2f0f281b0d808c05bc7a974e68d298a006dd120a
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[Tests] improve quantization tests by additionally measuring the inference memory savings (#11021)https://github.com/rootAvish/diffusers/commit/e7e6d852822b279b88f133395bcc2dd056eb59da
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[Quantization] Add Quanto backend (#10756)https://github.com/rootAvish/diffusers/commit/f5edaa789414517815ba2e66905778027c28aa79
DN6https://github.com/rootAvish/diffusers/commits?author=DN6
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https://github.com/rootAvish/diffusers/tree/f5edaa789414517815ba2e66905778027c28aa79
[Quantization] support pass MappingType for TorchAoConfig (#10927)https://github.com/rootAvish/diffusers/commit/11d8e3ce2c0b7789a173bbf9e8fcc42b7c7e3cf6
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[FEAT] Model loading refactor (#10604)https://github.com/rootAvish/diffusers/commit/f5929e03060d56063ff34b25a8308833bec7c785
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Move buffers to device (#10523)https://github.com/rootAvish/diffusers/commit/0b065c099a9ebbe75206763ca6ef307820df01cc
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hlkyhttps://github.com/rootAvish/diffusers/commits?author=hlky
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[Tests] add: test to check 8bit bnb quantized models work with lora loading. (#10576)https://github.com/rootAvish/diffusers/commit/bba59fb88b9e452ab605c7f753678d9ec90d1426
sayakpaulhttps://github.com/rootAvish/diffusers/commits?author=sayakpaul
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[LoRA] feat: support loading loras into 4bit quantized Flux models. (#10578)https://github.com/rootAvish/diffusers/commit/2432f80ca37f882af733244df24b46f2d447fbcf
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Test sequential cpu offload for torchao quantization (#10506)https://github.com/rootAvish/diffusers/commit/aa79d7da46ce0c2ae57a57a87c9d0b786cef370b
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[CI] Match remaining assertions from big runner (#10521)https://github.com/rootAvish/diffusers/commit/9f06a0d1a4a998ac6a463c5be728c892f95320a8
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Add AuraFlow GGUF support (#10463)https://github.com/rootAvish/diffusers/commit/cb342b745aa57798b759c0ba5b80c045a5dafbad
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Fix TorchAO related bugs; revert device_map changes (#10371)https://github.com/rootAvish/diffusers/commit/cd991d1e1a648cffe894405db02f34059d86809f
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[tests] Refactor TorchAO serialization fast tests (#10271)https://github.com/rootAvish/diffusers/commit/02c777c065c851720654ed2e69173aaf43d8600a
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Bump minimum TorchAO version to 0.7.0 (#10293)https://github.com/rootAvish/diffusers/commit/ffc0eaab6d8ae7176a34ebfff3f225c2e37ba187
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Add support for sharded models when TorchAO quantization is enabled (#10256)https://github.com/rootAvish/diffusers/commit/41ba8c0bf6b3dc3ebd0fa6b96ecf671fa4171566
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[tests] Remove/rename unsupported quantization torchao type (#10263)https://github.com/rootAvish/diffusers/commit/1524781b88ac1a082e755a030ba9d73cd6948e84
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[Single File] Add GGUF support (#9964)https://github.com/rootAvish/diffusers/commit/e24941b2a71cc1e163ffda1731be22bcfcc70c60
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[core] TorchAO Quantizer (#10009)https://github.com/rootAvish/diffusers/commit/9f00c617a0bc50527c1498c36fde066f995a79dd
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[bitsandbytes] allow directly CUDA placements of pipelines loaded with bnb components (#9840)https://github.com/rootAvish/diffusers/commit/e8da75dff53095fb0adc1aab4132402a2c02f569
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https://github.com/rootAvish/diffusers/blob/e8da75dff53095fb0adc1aab4132402a2c02f569/tests/quantization
https://github.com/rootAvish/diffusers/tree/e8da75dff53095fb0adc1aab4132402a2c02f569
[CI] Add quantization (#9832)https://github.com/rootAvish/diffusers/commit/827b6c25f9b78a297345f356a7d152fd6faf27d8
https://github.com/sayakpaul
sayakpaulhttps://github.com/rootAvish/diffusers/commits?author=sayakpaul
827b6c2https://github.com/rootAvish/diffusers/commit/827b6c25f9b78a297345f356a7d152fd6faf27d8
https://github.com/rootAvish/diffusers/blob/827b6c25f9b78a297345f356a7d152fd6faf27d8/tests/quantization
https://github.com/rootAvish/diffusers/tree/827b6c25f9b78a297345f356a7d152fd6faf27d8
[bitsandbbytes] follow-ups (#9730)https://github.com/rootAvish/diffusers/commit/60ffa8425383a058c34dcab48079a36e526ed454
https://github.com/sayakpaul
sayakpaulhttps://github.com/rootAvish/diffusers/commits?author=sayakpaul
60ffa84https://github.com/rootAvish/diffusers/commit/60ffa8425383a058c34dcab48079a36e526ed454
https://github.com/rootAvish/diffusers/blob/60ffa8425383a058c34dcab48079a36e526ed454/tests/quantization
https://github.com/rootAvish/diffusers/tree/60ffa8425383a058c34dcab48079a36e526ed454
[Quantization] Add quantization support for `bitsandbytes` (#9213)https://github.com/rootAvish/diffusers/commit/b821f006d025b72654223b32e6bf0c49afed371d
b821f00https://github.com/rootAvish/diffusers/commit/b821f006d025b72654223b32e6bf0c49afed371d
https://github.com/rootAvish/diffusers/blob/b821f006d025b72654223b32e6bf0c49afed371d/tests/quantization
https://github.com/rootAvish/diffusers/tree/b821f006d025b72654223b32e6bf0c49afed371d
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