COMMITS
/ torchao/quantization/__init__.py March 17, 2025
A
Add copyright header and pre-commit validator (#1900)
Apurva Jain committed
March 14, 2025
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Config Serilization No Deps (#1875)
Driss Guessous committed
March 13, 2025
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Add CUTLASS-based row-wise scaled sparse FP8 kernel (#1671)
Aleksandar Samardžić committed
February 14, 2025
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config migration: fpx, gemlite, uintx (#1697)
Vasiliy Kuznetsov committed
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config migration: int* (#1696)
Vasiliy Kuznetsov committed
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config migration: float8* (#1694)
Vasiliy Kuznetsov committed
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[bc-breaking] enable direct configuration in quantize_ (#1595)
Vasiliy Kuznetsov committed
February 5, 2025
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Add CUTLASS-based W4A4 (#1515)
Thien Tran committed
December 20, 2024
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Add gemlite kernel option to autoquant (#1449)
Jerry Zhang committed
December 16, 2024
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gemlite integration in torchao (#1034)
HDCharles committed
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Add new QAT API through quantize_ (#1415)
andrewor14 committed
December 11, 2024
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Add marlin and semi sparse + quant option to autoquant (#1399)
Jerry Zhang committed
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Add exhaustive config option to intmm kernel (#1392)
Jerry Zhang committed
November 27, 2024
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Add floating point options for autoquant and add accuracy measurement (#1355)
Jerry Zhang committed
November 13, 2024
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Update torchao api reference and add contributor guide (#1255)
Jerry Zhang committed
November 12, 2024
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Ruff Lint fixes (torchao/quantization) (#1244)
Apurva Jain committed
October 15, 2024
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Add generic fake quantized linear for QAT (#1020)
andrewor14 committed
October 2, 2024
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Add float8_static_activation_float8_weight to user-facing API (#994)
Apurva Jain committed
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Add example for awq like flow (#990)
Jerry Zhang committed
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Float8 dynamic autoquant (#946)
Apurva Jain committed
September 5, 2024
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int4 fixes and improvements (#804)
HDCharles committed
September 4, 2024
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Add more information to quantized linear module and added some logs (#782)
Jerry Zhang committed
August 30, 2024
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Add Float8 Weight Only and FP8 weight + dynamic activation (#740)
Driss Guessous committed
August 29, 2024
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[reland] Refactor quant_llm to work with affine quantized tensor (#696) (#772)
Jerry Zhang committed
August 28, 2024
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Revert "Refactor quant_llm to work with affine quantized tensor" (#767)
Jerry Zhang committed
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Refactor quant_llm to work with affine quantized tensor (#696)
Jerry Zhang committed
July 26, 2024
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Refactor LinearActQuantizedTensor (#542)
Jerry Zhang committed
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Implement sparsity as a AQT Layout (#498)
Jesse Cai committed
July 4, 2024
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Renaming `quantize` to `quantize_` (#467)
Jerry Zhang committed
June 22, 2024
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Add doc page to README.md (#367)
Jerry Zhang committed
June 21, 2024
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eval script fixes (#414)
HDCharles committed
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Refactor the API for quant method argument for quantize function (#400)
Jerry Zhang committed
June 14, 2024
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Add `register_apply_tensor_subclass` (#366)
Jerry Zhang committed
June 9, 2024
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Move quant ops to utils.py (#331)
Jerry Zhang committed
June 7, 2024
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Move some util functions from quantization.utils to torchao.utils (#337)
Jerry Zhang committed
April 5, 2024
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Reapply Autoquant (#82) (#109)
cpuhrsch committed
April 4, 2024
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add int4 non-gptq and bugfixes (#119)
HDCharles committed
March 30, 2024
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Refactor GPTQ Quantizer, remove lm_eval (#104)
HDCharles committed
March 26, 2024
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Revert "Autoquant (#82)" (#83)
cpuhrsch committed
March 25, 2024
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Autoquant (#82)
HDCharles committed
January 30, 2024
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Revert "Add quant+sparse subclasses to torchao"
Jesse Cai committed
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Add quant+sparse subclasses to torchao
Jesse Cai committed
December 14, 2023
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fixes for sdxl
HDCharles committed
December 12, 2023
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fixes to move to fbcode
HDCharles committed
November 28, 2023
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Adding int4 quantized tensor subclass
HDCharles committed
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Adding subclass and api for weight-only quant
HDCharles committed
November 15, 2023
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Documentation Updates
HDCharles committed
November 11, 2023
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fixing imports for moved test
HDCharles committed
November 10, 2023
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Move ao to torchao
Christian Puhrsch committed