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c31246800c
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Support RL online quantization with torchao (#23014)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
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2025-10-01 16:39:29 -07:00 |
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f708bd4904
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[CI] Add E2E Blackwell Quantized MoE Test (#25723)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-09-26 12:23:00 -07:00 |
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1260180c67
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Revert "[Performance] Move apply_w8a8_block_fp8_linear to an op class… (#25607)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2025-09-25 08:05:21 +00:00 |
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63400259d0
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[Performance] Move apply_w8a8_block_fp8_linear to an op class (#24666)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
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2025-09-23 12:03:10 -07:00 |
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72dd1595b4
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[CI] Skip tests failing on main (#25326)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-09-20 19:57:46 -07:00 |
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3d9a1d2de5
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[V1] Support LLM.apply_model (#18465)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-09-20 07:14:35 +00:00 |
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ca2d1925ef
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[Rocm] [quantization] Fix quark ptpc moe and add test case (#24649)
Signed-off-by: Haoyang Li <lihaoyang0109@gmail.com>
Co-authored-by: Haoyang Li <haoyang.li@amd.com>
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2025-09-16 22:15:13 -07:00 |
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2048c4e379
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[torchao] Support quantization configs using module swap (#21982)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
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2025-09-10 23:53:24 -07:00 |
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1bd007f234
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fix some typos (#24071)
Signed-off-by: co63oc <co63oc@users.noreply.github.com>
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2025-09-02 20:44:50 -07:00 |
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22feac8e95
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[Transform] [Quantization] Add transforms to compressed tensors (#22486)
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2025-08-28 02:43:48 -04:00 |
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2c2b140ae8
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[quantization] use channel scales for w4a8 + misc fixes (#23570)
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
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2025-08-26 18:23:23 -07:00 |
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8896eb72eb
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[Deprecation] Remove prompt_token_ids arg fallback in LLM.generate and LLM.embed (#18800)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-08-22 10:56:57 +08:00 |
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0cdbf5e61c
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[Kernel/Quant] Remove the original marlin format and qqq (#23204)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-08-20 15:13:36 -04:00 |
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796bae07c5
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Update transformers to v4.55 (#21931)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-08-05 22:56:14 -07:00 |
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4771df7b2b
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[Feature] Non-contiguous Support for FP8 Quantization (#21961)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2025-08-05 02:36:43 -07:00 |
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c7ffe93d9c
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[Model] Support TP/PP/mamba2 kernel for PLaMo2 (#19674)
Signed-off-by: Shinichi Hemmi <shemmi@preferred.jp>
Signed-off-by: Shinichi Hemmi <50256998+Alnusjaponica@users.noreply.github.com>
Co-authored-by: Calvin Metzger <metzger@preferred.jp>
Co-authored-by: Sixue Wang <cecilwang@preferred.jp>
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2025-07-28 05:00:47 +00:00 |
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86ae693f20
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[Deprecation][2/N] Replace --task with --runner and --convert (#21470)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-07-27 19:42:40 -07:00 |
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bda9d0535f
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[Refactor] Refactor MOE NVFP4 Code Base: ModelOpt + Compressed Tensor (#21631)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-07-27 05:25:21 -07:00 |
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7ae75fa6d0
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[Feature] Add support for MoE models in the calibration-free RTN-based quantization (#20766)
Signed-off-by: Alex Kogan <alex.kogan@oracle.com>
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2025-07-25 18:09:34 -07:00 |
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6b46c4b653
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Add Nvidia ModelOpt config adaptation (#19815)
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
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2025-07-21 10:02:58 -04:00 |
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d97841078b
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[Misc] unify variable for LLM instance (#20996)
Signed-off-by: Andy Xie <andy.xning@gmail.com>
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2025-07-21 12:18:33 +01:00 |
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77f77a951e
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[Misc] Clean up mark to fork process in BNB tests (#20692)
Signed-off-by: Isotr0py <2037008807@qq.com>
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2025-07-10 13:59:40 +00:00 |
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332d4cb17b
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[Feature][Quantization] MXFP4 support for MOE models (#17888)
Signed-off-by: Felix Marty <felmarty@amd.com>
Signed-off-by: Bowen Bao <bowenbao@amd.com>
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Bowen Bao <bowenbao@amd.com>
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2025-07-09 13:19:02 -07:00 |
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7721ef1786
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[CI/Build][CPU] Fix CPU CI and remove all CPU V0 files (#20560)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2025-07-07 22:13:44 -07:00 |
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1caca5a589
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[Misc] Add SPDX-FileCopyrightText (#20428)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-07-04 07:40:42 +00:00 |
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9025a9a705
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[Quant] [Bugfix] Fix quantization config matching with hf_to_vllm_mapper (#20046)
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2025-07-01 19:20:34 +09:00 |
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27949354fa
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[Feature] A calibration-free RTN-based quantization for accurate and accelerated INT4/INT8 inference (#18768)
Signed-off-by: Alex Kogan <alex.kogan@oracle.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-07-01 05:44:38 +00:00 |
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6f2f53a82d
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[Quantization] Add compressed-tensors NVFP4 MoE Support (#19990)
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
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2025-06-29 22:05:40 +00:00 |
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61f4fc5dc6
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[Bugfix][v1] Fix step pooler implementation and step pooling usage in v1 (#19956)
Signed-off-by: Isotr0py <2037008807@qq.com>
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2025-06-23 18:38:06 +00:00 |
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a6e6604d32
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[Bugfix] Fix CI bitsandbytes failure (#19969)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-06-23 21:30:55 +08:00 |
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6bc7b57315
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[Quantization] Remove FP4 emulation; Fall-back to marlin for device < 100 (#19563)
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2025-06-16 17:33:51 -04:00 |
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96846bb360
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Fix TorchAOConfig skip layers (#19265)
Signed-off-by: mobicham <hicham@mobiuslabs.com>
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2025-06-12 22:22:53 +08:00 |
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c123bc33f9
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[Quantization] Add compressed-tensors NVFP4 support (#18312)
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2025-06-08 09:05:55 -04:00 |
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94870359cd
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[Quantization] Bump compressed-tensors version; update NVFP4A16 test model (#19224)
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
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2025-06-06 01:21:54 -07:00 |
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c8134bea15
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Fix AOPerModuleConfig name changes (#18869)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
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2025-06-05 18:51:32 -07:00 |
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aa49f14832
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[Quantization] Skip Fp4 Test for compressed-tensors (#19217)
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2025-06-05 18:21:53 +00:00 |
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02f0c7b220
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[Misc] Add SPDX-FileCopyrightText (#19100)
Signed-off-by: simon-mo <simon.mo@hey.com>
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2025-06-03 11:20:17 -07:00 |
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6b35cb10a0
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[Misc] Add LoRA code owner (#18387)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-05-20 03:27:30 -07:00 |
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e2ee1e8e9e
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[Feature]Add support for models quantized with AutoRound (#17850)
Signed-off-by: wenhuach21 <wenhua.cheng@intel.com>
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2025-05-19 09:38:53 -07:00 |
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6781af5608
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[Quantization] Pool model support bitsandbytes (#18087)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-05-19 09:03:43 -07:00 |
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7974736740
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Add support for loading torchao models with AOPerModuleConfig (#17826)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
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2025-05-14 16:24:59 -07:00 |
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cd3edfc908
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[Misc] Add compressed-tensors NVFP4A16 emulation support (#17914)
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
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2025-05-11 15:58:38 +08:00 |
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bb239a730f
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[Bugfix] Fix quark fp8 format loading on AMD GPUs (#12612)
Signed-off-by: Felix Marty <felmarty@amd.com>
Signed-off-by: kewang2 <kewang2@amd.com>
Co-authored-by: kewang2 <kewang2@amd.com>
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2025-05-08 02:53:53 -07:00 |
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109e15a335
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Add pt_load_map_location to allow loading to cuda (#16869)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
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2025-05-01 23:23:42 -07:00 |
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13698db634
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Improve configs - ModelConfig (#17130)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-04-30 10:38:22 +08:00 |
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54a66e5fee
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[Misc] Update compressed-tensors WNA16 to support zero-points (#14211)
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2025-04-15 07:33:51 -06:00 |
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9e90c9f73f
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[Bugfix] Fix bugs of running Quark quantized models (#16236)
Signed-off-by: chaow <chaow@amd.com>
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2025-04-11 10:18:32 -04:00 |
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652907b354
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Torchao (#14231)
Signed-off-by: drisspg <drisspguessous@gmail.com>
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2025-04-07 19:39:28 -04:00 |
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4285e423a6
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[Misc] Auto detect bitsandbytes pre-quantized models (#16027)
Signed-off-by: Tristan Leclercq <tristanleclercq@gmail.com>
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2025-04-04 23:30:45 -07:00 |
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555aa21905
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[V1] Fully Transparent Implementation of CPU Offloading (#15354)
Signed-off-by: youkaichao <youkaichao@gmail.com>
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2025-03-31 20:22:34 +08:00 |
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