HAIAI
aee76334d9
[amd_dev] branch rebase ( #25753 )
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2025-09-26 17:14:31 +01:00
czhu-cohere
2c2b140ae8
[quantization] use channel scales for w4a8 + misc fixes ( #23570 )
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Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
2025-08-26 18:23:23 -07:00
Cyrus Leung
8896eb72eb
[Deprecation] Remove prompt_token_ids arg fallback in LLM.generate and LLM.embed ( #18800 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-08-22 10:56:57 +08:00
Michael Goin
0cdbf5e61c
[Kernel/Quant] Remove the original marlin format and qqq ( #23204 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-08-20 15:13:36 -04:00
Harry Mellor
796bae07c5
Update transformers to v4.55 ( #21931 )
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2025-08-05 22:56:14 -07:00
Wentao Ye
4771df7b2b
[Feature] Non-contiguous Support for FP8 Quantization ( #21961 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-08-05 02:36:43 -07:00
Shinichi Hemmi
c7ffe93d9c
[Model] Support TP/PP/mamba2 kernel for PLaMo2 ( #19674 )
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Signed-off-by: Shinichi Hemmi <shemmi@preferred.jp>
Signed-off-by: Shinichi Hemmi <50256998+Alnusjaponica@users.noreply.github.com>
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2025-07-28 05:00:47 +00:00
Cyrus Leung
86ae693f20
[Deprecation][2/N] Replace --task with --runner and --convert ( #21470 )
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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>
2025-07-27 19:42:40 -07:00
Wentao Ye
bda9d0535f
[Refactor] Refactor MOE NVFP4 Code Base: ModelOpt + Compressed Tensor ( #21631 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-07-27 05:25:21 -07:00
Alex Kogan
7ae75fa6d0
[Feature] Add support for MoE models in the calibration-free RTN-based quantization ( #20766 )
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Signed-off-by: Alex Kogan <alex.kogan@oracle.com>
2025-07-25 18:09:34 -07:00
Zhiyu
6b46c4b653
Add Nvidia ModelOpt config adaptation ( #19815 )
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Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
2025-07-21 10:02:58 -04:00
Ning Xie
d97841078b
[Misc] unify variable for LLM instance ( #20996 )
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Signed-off-by: Andy Xie <andy.xning@gmail.com>
2025-07-21 12:18:33 +01:00
Isotr0py
77f77a951e
[Misc] Clean up mark to fork process in BNB tests ( #20692 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-07-10 13:59:40 +00:00
fxmarty-amd
332d4cb17b
[Feature][Quantization] MXFP4 support for MOE models ( #17888 )
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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>
2025-07-09 13:19:02 -07:00
Li, Jiang
7721ef1786
[CI/Build][CPU] Fix CPU CI and remove all CPU V0 files ( #20560 )
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Signed-off-by: jiang1.li <jiang1.li@intel.com>
2025-07-07 22:13:44 -07:00
Jee Jee Li
1caca5a589
[Misc] Add SPDX-FileCopyrightText ( #20428 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-07-04 07:40:42 +00:00
Kyle Sayers
9025a9a705
[Quant] [Bugfix] Fix quantization config matching with hf_to_vllm_mapper ( #20046 )
2025-07-01 19:20:34 +09:00
Alex Kogan
27949354fa
[Feature] A calibration-free RTN-based quantization for accurate and accelerated INT4/INT8 inference ( #18768 )
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Signed-off-by: Alex Kogan <alex.kogan@oracle.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2025-07-01 05:44:38 +00:00
Dipika Sikka
6f2f53a82d
[Quantization] Add compressed-tensors NVFP4 MoE Support ( #19990 )
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Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
2025-06-29 22:05:40 +00:00
Isotr0py
61f4fc5dc6
[Bugfix][v1] Fix step pooler implementation and step pooling usage in v1 ( #19956 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-06-23 18:38:06 +00:00
Jee Jee Li
a6e6604d32
[Bugfix] Fix CI bitsandbytes failure ( #19969 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-06-23 21:30:55 +08:00
Dipika Sikka
6bc7b57315
[Quantization] Remove FP4 emulation; Fall-back to marlin for device < 100 ( #19563 )
2025-06-16 17:33:51 -04:00
mobicham
96846bb360
Fix TorchAOConfig skip layers ( #19265 )
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Signed-off-by: mobicham <hicham@mobiuslabs.com>
2025-06-12 22:22:53 +08:00
Dipika Sikka
c123bc33f9
[Quantization] Add compressed-tensors NVFP4 support ( #18312 )
2025-06-08 09:05:55 -04:00
Dipika Sikka
94870359cd
[Quantization] Bump compressed-tensors version; update NVFP4A16 test model ( #19224 )
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Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
2025-06-06 01:21:54 -07:00
Jerry Zhang
c8134bea15
Fix AOPerModuleConfig name changes ( #18869 )
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Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
2025-06-05 18:51:32 -07:00
Dipika Sikka
aa49f14832
[Quantization] Skip Fp4 Test for compressed-tensors ( #19217 )
2025-06-05 18:21:53 +00:00
Simon Mo
02f0c7b220
[Misc] Add SPDX-FileCopyrightText ( #19100 )
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Signed-off-by: simon-mo <simon.mo@hey.com>
2025-06-03 11:20:17 -07:00
Jee Jee Li
6b35cb10a0
[Misc] Add LoRA code owner ( #18387 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-05-20 03:27:30 -07:00
Wenhua Cheng
e2ee1e8e9e
[Feature]Add support for models quantized with AutoRound ( #17850 )
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Signed-off-by: wenhuach21 <wenhua.cheng@intel.com>
2025-05-19 09:38:53 -07:00
Jee Jee Li
6781af5608
[Quantization] Pool model support bitsandbytes ( #18087 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-05-19 09:03:43 -07:00
Jerry Zhang
7974736740
Add support for loading torchao models with AOPerModuleConfig ( #17826 )
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Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
2025-05-14 16:24:59 -07:00
Dipika Sikka
cd3edfc908
[Misc] Add compressed-tensors NVFP4A16 emulation support ( #17914 )
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Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
2025-05-11 15:58:38 +08:00
fxmarty-amd
bb239a730f
[Bugfix] Fix quark fp8 format loading on AMD GPUs ( #12612 )
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Signed-off-by: Felix Marty <felmarty@amd.com>
Signed-off-by: kewang2 <kewang2@amd.com>
Co-authored-by: kewang2 <kewang2@amd.com>
2025-05-08 02:53:53 -07:00
Jerry Zhang
109e15a335
Add pt_load_map_location to allow loading to cuda ( #16869 )
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Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
2025-05-01 23:23:42 -07:00
Harry Mellor
13698db634
Improve configs - ModelConfig ( #17130 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-30 10:38:22 +08:00
Dipika Sikka
54a66e5fee
[Misc] Update compressed-tensors WNA16 to support zero-points ( #14211 )
2025-04-15 07:33:51 -06:00
chaow-amd
9e90c9f73f
[Bugfix] Fix bugs of running Quark quantized models ( #16236 )
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Signed-off-by: chaow <chaow@amd.com>
2025-04-11 10:18:32 -04:00
Driss Guessous
652907b354
Torchao ( #14231 )
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Signed-off-by: drisspg <drisspguessous@gmail.com>
2025-04-07 19:39:28 -04:00
Tristan Leclercq
4285e423a6
[Misc] Auto detect bitsandbytes pre-quantized models ( #16027 )
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Signed-off-by: Tristan Leclercq <tristanleclercq@gmail.com>
2025-04-04 23:30:45 -07:00
youkaichao
555aa21905
[V1] Fully Transparent Implementation of CPU Offloading ( #15354 )
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Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-03-31 20:22:34 +08:00
TJian
4965ec42d2
[FEAT] [ROCm] Add AITER int8 scaled gemm kernel ( #15433 )
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-03-29 03:33:56 -07:00
Michael Goin
47e9038d23
Fix cpu offload testing for gptq/awq/ct ( #15648 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-03-29 00:29:32 +08:00
Jee Jee Li
726efc6a32
[Quantization][V1] BitsAndBytes support V1 ( #15611 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-03-28 10:12:47 +08:00
vllmellm
5ebf66748b
[FEAT][ROCm] Integrate Fused MoE Kernels from AITER ( #14967 )
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Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-03-26 16:30:30 +08:00
Tristan Leclercq
5eeabc2a44
[Bugfix] Fix bnb quantization for models with both HF-format and Mistral-format weights ( #14950 )
2025-03-17 23:27:26 +00:00
vllmellm
2bb0e1a799
[Bugfix][ROCm] running new process using spawn method for rocm in tests. ( #14810 )
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Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-03-17 11:33:35 +00:00
Robert Shaw
d4d93db2c5
[V1] V1 Enablement Oracle ( #13726 )
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Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
2025-03-14 22:02:20 -07:00
Jeff Daily
a1c8f3796c
dynamic distpatch of fp8 kernels ( #14245 )
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Signed-off-by: Jeff Daily <jeff.daily@amd.com>
2025-03-11 10:54:56 -04:00
Harry Mellor
cf069aa8aa
Update deprecated Python 3.8 typing ( #13971 )
2025-03-02 17:34:51 -08:00
