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Title: [Dev] Refactor Modeling BitNet to support vLLM quant linear by LeiWang1999 · Pull Request #84 · microsoft/BitBLAS · GitHub

Open Graph Title: [Dev] Refactor Modeling BitNet to support vLLM quant linear by LeiWang1999 · Pull Request #84 · microsoft/BitBLAS

X Title: [Dev] Refactor Modeling BitNet to support vLLM quant linear by LeiWang1999 · Pull Request #84 · microsoft/BitBLAS

Description: BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment. - [Dev] Refactor Modeling BitNet to support vLLM quant linear by LeiWang1999 · Pull Request #84 · microsoft/BitBLAS

Open Graph Description: This pull request includes changes to improve the organization of the codebase, modify the CI workflow, and update third-party notices. The most significant changes include the reorganization of th...

X Description: This pull request includes changes to improve the organization of the codebase, modify the CI workflow, and update third-party notices. The most significant changes include the reorganization of th...

Opengraph URL: https://github.com/microsoft/BitBLAS/pull/84

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microsoft:mainhttps://github.com/microsoft/BitBLAS/tree/main
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Commits37 (37)https://github.com/microsoft/BitBLAS/pull/84/commits
Checkshttps://github.com/microsoft/BitBLAS/pull/84/checks
Files changedhttps://github.com/microsoft/BitBLAS/pull/84/files
[Dev] Refactor Modeling BitNet to support vLLM quant linearhttps://github.com/microsoft/BitBLAS/pull/84#top
LeiWang1999https://github.com/LeiWang1999
microsoft:mainhttps://github.com/microsoft/BitBLAS/tree/main
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
Jul 16, 2024https://github.com/microsoft/BitBLAS/pull/84#issue-2411321173
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Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/84
LeiWang1999https://github.com/LeiWang1999
July 5, 2024 08:54https://github.com/microsoft/BitBLAS/pull/84#commits-pushed-d8884e6
https://github.com/LeiWang1999
Refactor BatchMatMulEmitter and BatchMatMulSelector for improved read…https://github.com/microsoft/BitBLAS/pull/84/commits/d8884e6f6a294fc8f1a325665d86a07603d43864
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Refactor import statements for improved readability and maintainabilityhttps://github.com/microsoft/BitBLAS/pull/84/commits/fc84173f22d2f4867a8e6413117b5cd8e830ab27
fc84173https://github.com/microsoft/BitBLAS/pull/84/commits/fc84173f22d2f4867a8e6413117b5cd8e830ab27
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Refactor import statements for improved readability and maintainabilityhttps://github.com/microsoft/BitBLAS/pull/84/commits/02f64de6cf2d338c092dcf29ec55b69804fda892
02f64dehttps://github.com/microsoft/BitBLAS/pull/84/commits/02f64de6cf2d338c092dcf29ec55b69804fda892
https://github.com/LeiWang1999
disable failure email for cihttps://github.com/microsoft/BitBLAS/pull/84/commits/397eee6141599e84b509594bb99a0531e409c266
397eee6https://github.com/microsoft/BitBLAS/pull/84/commits/397eee6141599e84b509594bb99a0531e409c266
https://github.com/LeiWang1999
remove email notifications.https://github.com/microsoft/BitBLAS/pull/84/commits/20f6ad1e7ca4e6e1ca9e13ad7c1bbc8c430a8e51
20f6ad1https://github.com/microsoft/BitBLAS/pull/84/commits/20f6ad1e7ca4e6e1ca9e13ad7c1bbc8c430a8e51
https://github.com/LeiWang1999
move relax pass from testing to mlc_llmhttps://github.com/microsoft/BitBLAS/pull/84/commits/b93c39431c803e22b12f71b555939785da36b96a
b93c394https://github.com/microsoft/BitBLAS/pull/84/commits/b93c39431c803e22b12f71b555939785da36b96a
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/84/commits/ba6a6dfc3196a5ece2173a45a4e1b4daf97748a6
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into mainhttps://github.com/microsoft/BitBLAS/pull/84/commits/ba6a6dfc3196a5ece2173a45a4e1b4daf97748a6
ba6a6dfhttps://github.com/microsoft/BitBLAS/pull/84/commits/ba6a6dfc3196a5ece2173a45a4e1b4daf97748a6
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Refactor scripts with se check_eual_ref_scripts_with_emitter functionhttps://github.com/microsoft/BitBLAS/pull/84/commits/257693a7c3cb3083aac144182f58d38bfe3bcfdd
257693ahttps://github.com/microsoft/BitBLAS/pull/84/commits/257693a7c3cb3083aac144182f58d38bfe3bcfdd
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Lint Fixhttps://github.com/microsoft/BitBLAS/pull/84/commits/9bb7f49a968d4c71dbbc12121b4b7cb8258b2136
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/84/commits/39e7614944c4f58bb61ccb20900b883cb881497a
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into mainhttps://github.com/microsoft/BitBLAS/pull/84/commits/39e7614944c4f58bb61ccb20900b883cb881497a
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Refactor scripts with se check_eual_ref_scripts_with_emitter functionhttps://github.com/microsoft/BitBLAS/pull/84/commits/93eb5a5fe4e3eb6242675dd5706358c4121f1672
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bug fix in testhttps://github.com/microsoft/BitBLAS/pull/84/commits/aa66a9080d41330ba63f38b76c539c6be0362906
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/84/commits/ae14a53a87a9569043c190abedc094151b9a12f8
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into devhttps://github.com/microsoft/BitBLAS/pull/84/commits/ae14a53a87a9569043c190abedc094151b9a12f8
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lint fix.https://github.com/microsoft/BitBLAS/pull/84/commits/79b08e415ffe79d7d4320e815cc2f5e603775e57
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test cuda i4 kernelhttps://github.com/microsoft/BitBLAS/pull/84/commits/86fd0361bb74e21a87a26159022282ca25a4b282
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Refactor copyright notice in i4matmul.hpphttps://github.com/microsoft/BitBLAS/pull/84/commits/6b73a210ff846fb55bed253b5c0a1c089c3e95f1
6b73a21https://github.com/microsoft/BitBLAS/pull/84/commits/6b73a210ff846fb55bed253b5c0a1c089c3e95f1
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/84/commits/0ba90c1072f1a774564bad0c0dc7db0c98caf94d
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Refactor BitBLASLinear test module for improved readability and maint…https://github.com/microsoft/BitBLAS/pull/84/commits/086d208fd07984c8cf876f1529fc80ade4cff21d
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refactor test as version below python 3.9 cannot handle int32 overflow.https://github.com/microsoft/BitBLAS/pull/84/commits/47a3abdb805d2d27241888dce310c9f08f0771fb
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format lint for testhttps://github.com/microsoft/BitBLAS/pull/84/commits/024b2474b8b81a3f855be5e6ccfcd05139bd285a
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Refactor test_int4b_fp16_convert.py for improved readability and main…https://github.com/microsoft/BitBLAS/pull/84/commits/bfedeaa813c269330ea332cce9938e05eac809ec
bfedeaahttps://github.com/microsoft/BitBLAS/pull/84/commits/bfedeaa813c269330ea332cce9938e05eac809ec
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remove unused design filehttps://github.com/microsoft/BitBLAS/pull/84/commits/e672a23a3910605eacfd705aede46be3c81a0021
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move tile device from package to basehttps://github.com/microsoft/BitBLAS/pull/84/commits/21e54300313ebe803cf96fdd7fd212bb0e09bf21
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dummy impl for codegenhttps://github.com/microsoft/BitBLAS/pull/84/commits/fd1194063884a00678663d04cdda811e9cf0f932
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Refactor file structure for ladder_permutate modulehttps://github.com/microsoft/BitBLAS/pull/84/commits/9ccfa85d5581cd86f50bdeec79c316564083399c
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Refactor backend class and fix typos in commentshttps://github.com/microsoft/BitBLAS/pull/84/commits/7c7d73eeda9314c732916dd1c9e0cdbf00af4d25
7c7d73ehttps://github.com/microsoft/BitBLAS/pull/84/commits/7c7d73eeda9314c732916dd1c9e0cdbf00af4d25
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Deep refactor Lib related code.https://github.com/microsoft/BitBLAS/pull/84/commits/47d5fc5125953c6442ad316d01e4c048e54094ae
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https://github.com/LeiWang1999
remove ci pull.https://github.com/microsoft/BitBLAS/pull/84/commits/53dd0dd6436978d63a6e451af03bea7f1e73e629
53dd0ddhttps://github.com/microsoft/BitBLAS/pull/84/commits/53dd0dd6436978d63a6e451af03bea7f1e73e629
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LintFixhttps://github.com/microsoft/BitBLAS/pull/84/commits/d58ac4349e0548d7146df2e1b8e2963c7d2bf9d1
d58ac43https://github.com/microsoft/BitBLAS/pull/84/commits/d58ac4349e0548d7146df2e1b8e2963c7d2bf9d1
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refactor builder for whl buildhttps://github.com/microsoft/BitBLAS/pull/84/commits/37cb07cbd062a36fe19a182274ab0a76a06cdf19
37cb07chttps://github.com/microsoft/BitBLAS/pull/84/commits/37cb07cbd062a36fe19a182274ab0a76a06cdf19
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July 11, 2024 02:52https://github.com/microsoft/BitBLAS/pull/84#commits-pushed-f5b9999
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Refactor TIRWrapper.wrap() method to include an assertion for the opt…https://github.com/microsoft/BitBLAS/pull/84/commits/f5b9999e4b26059e2e5244c95f3c8f6bad2bf32c
f5b9999https://github.com/microsoft/BitBLAS/pull/84/commits/f5b9999e4b26059e2e5244c95f3c8f6bad2bf32c
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Refactor lib_generator to set library and source pathshttps://github.com/microsoft/BitBLAS/pull/84/commits/fb78244d3a083d9c1901edb3476c482fc3365f7d
fb78244https://github.com/microsoft/BitBLAS/pull/84/commits/fb78244d3a083d9c1901edb3476c482fc3365f7d
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lint fixhttps://github.com/microsoft/BitBLAS/pull/84/commits/706e2270b948eae21c41e5b80bafa79613896ab3
706e227https://github.com/microsoft/BitBLAS/pull/84/commits/706e2270b948eae21c41e5b80bafa79613896ab3
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BitNet vllm integrationhttps://github.com/microsoft/BitBLAS/pull/84/commits/63f5515f3586b1fb5661e9c883be8a8be039a8c0
63f5515https://github.com/microsoft/BitBLAS/pull/84/commits/63f5515f3586b1fb5661e9c883be8a8be039a8c0
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Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/84/commits/de91c0dd56f3032a1823424f4f8db2ca81c658aa
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into devhttps://github.com/microsoft/BitBLAS/pull/84/commits/de91c0dd56f3032a1823424f4f8db2ca81c658aa
de91c0dhttps://github.com/microsoft/BitBLAS/pull/84/commits/de91c0dd56f3032a1823424f4f8db2ca81c658aa
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chore: update codespell to version 2.3.0https://github.com/microsoft/BitBLAS/pull/84/commits/b9655fd56347df67430d2d7765d84bda38cffba7
b9655fdhttps://github.com/microsoft/BitBLAS/pull/84/commits/b9655fd56347df67430d2d7765d84bda38cffba7
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Lintfixhttps://github.com/microsoft/BitBLAS/pull/84/commits/fff385faf266d6175b729ea773d185085629bc34
fff385fhttps://github.com/microsoft/BitBLAS/pull/84/commits/fff385faf266d6175b729ea773d185085629bc34
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LeiWang1999https://github.com/LeiWang1999
d2a86eahttps://github.com/microsoft/BitBLAS/commit/d2a86ea3fbfd3ff0061ccc9f5969affa3ffc799c
Jul 16, 2024https://github.com/microsoft/BitBLAS/pull/84#event-13523502445
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