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107 Commits
Author SHA1 Message Date
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) 
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
 2025-06-06 01:21:54 -07:00
Jerry Zhang c8134bea15 Fix AOPerModuleConfig name changes (#18869) 
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) 
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) 
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) 
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) 
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) 
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) 
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
 2025-05-11 15:58:38 +08:00
fxmarty-amdandkewang2 bb239a730f [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>
 2025-05-08 02:53:53 -07:00
Jerry Zhang 109e15a335 Add pt_load_map_location to allow loading to cuda (#16869) 
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
 2025-05-01 23:23:42 -07:00
Harry Mellor 13698db634 Improve configs - ModelConfig (#17130) 
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) 
Signed-off-by: chaow <chaow@amd.com>
 2025-04-11 10:18:32 -04:00
Driss Guessous 652907b354 Torchao (#14231) 
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) 
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) 
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) 
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) 
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) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-03-28 10:12:47 +08:00
vllmellmandtjtanaa 5ebf66748b [FEAT][ROCm] Integrate Fused MoE Kernels from AITER (#14967) 
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
vllmellmTJianCyrus Leung
 		2bb0e1a799 [Bugfix][ROCm] running new process using spawn method for rocm in tests. (#14810) 
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 Shawrshaw@neuralmagic.com <rshaw@neuralmagic.com>Nicolò LucchesiTyler Michael SmithMichael Goin
 		d4d93db2c5 [V1] V1 Enablement Oracle (#13726) 
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) 
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
YajieWang 6a92ff93e1 [Misc][Kernel]: Add GPTQAllSpark Quantization (#12931) 2025-02-28 22:30:59 -08:00
Harry Mellor f2b20fe491 Consolidate Llama model usage in tests (#13094) 2025-02-13 22:18:03 -08:00
Tyler Michael Smith 09545c0a94 [Bugfix/CI] Turn test_compressed_tensors_2of4_sparse back on (#13250) 2025-02-13 20:19:25 -08:00
Michael Goin 14b7899d10 [CI] Fix failing FP8 cpu offload test (#13170) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-02-12 19:16:06 +00:00
Qubitium-ModelCloud 36a08630e8 [CORE] [QUANT] Support for GPTQModel's dynamic quantization per module override/control (#7086) 2025-02-12 09:19:43 -08:00
TJian eaa92d4437 [ROCm] [Feature] [Doc] [Dockerfile] [BugFix] Support Per-Token-Activation Per-Channel-Weight FP8 Quantization Inferencing (#12501) 2025-02-07 08:13:43 -08:00
Rahul Tuli 3b2005e1db Add: Support for Sparse24Bitmask Compressed Models 2025-02-05 13:30:43 -08:00
Russell Bryant e489ad7a21 [Misc] Add SPDX-License-Identifier headers to python source files (#12628) 
- **Add SPDX license headers to python source files**
- **Check for SPDX headers using pre-commit**

commit 9d7ef44c3cfb72ca4c32e1c677d99259d10d4745
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:18:24 2025 -0500

    Add SPDX license headers to python source files
    
This commit adds SPDX license headers to python source files as
recommended to
the project by the Linux Foundation. These headers provide a concise way
that is
both human and machine readable for communicating license information
for each
source file. It helps avoid any ambiguity about the license of the code
and can
    also be easily used by tools to help manage license compliance.
    
The Linux Foundation runs license scans against the codebase to help
ensure
    we are in compliance with the licenses of the code we use, including
dependencies. Having these headers in place helps that tool do its job.
    
    More information can be found on the SPDX site:
    
    - https://spdx.dev/learn/handling-license-info/
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

commit 5a1cf1cb3b80759131c73f6a9dddebccac039dea
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:36:32 2025 -0500

    Check for SPDX headers using pre-commit
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

---------

Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-02-02 11:58:18 -08:00
Harry Mellor 823ab79633 Update pre-commit hooks (#12475) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-01-27 17:23:08 -07:00
Tyler Michael Smithandmgoin aa2cd2c43d [Bugfix] Disable w16a16 2of4 sparse CompressedTensors24 (#12417) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: mgoin <michael@neuralmagic.com>
 2025-01-26 19:59:58 +08:00
Cyrus Leung 59a0192fb9 [Core] Interface for accessing model from VllmRunner (#10353) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-20 15:00:59 +08:00
yancong 32eb0da808 [Misc] Support register quantization method out-of-tree (#11969) 2025-01-18 16:13:16 -08:00
kewang-xlnxkewang2Michael Goin
 		de0526f668 [Misc][Quark] Upstream Quark format to VLLM (#10765) 
Signed-off-by: kewang-xlnx <kewang@xilinx.com>
Signed-off-by: kewang2 <kewang2@amd.com>
Co-authored-by: kewang2 <kewang2@amd.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
 2025-01-15 11:05:15 -05:00
Dipika Sikka 8cef6e02dc [Misc] add w8a8 asym models (#11075) 2024-12-23 13:33:20 -05:00
Tyler Michael Smith 5a9da2e6e9 [Bugfix][Build/CI] Fix sparse CUTLASS compilation on CUDA [12.0, 12.2) (#11311) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2024-12-19 02:43:30 +00:00
Dipika SikkaFaraz ShahsavanilmarkovRahul Tulirshaw@neuralmagic.com <rshaw@neuralmagic.com>
 		60508ffda9 [Kernel]: Cutlass 2:4 Sparsity + FP8/Int8 Quant Support (#10995) 
Co-authored-by: Faraz Shahsavan <faraz.shahsavan@gmail.com>
Co-authored-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Rahul Tuli <rahul@neuralmagic.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
 2024-12-18 09:57:16 -05:00
youkaichao 388ee3de66 [torch.compile] limit inductor threads and lazy import quant (#10482) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-20 18:36:33 -08:00
Yan Ma 6b2d25efc7 [Hardware][XPU] AWQ/GPTQ support for xpu backend (#10107) 
Signed-off-by: yan ma <yan.ma@intel.com>
 2024-11-18 11:18:05 -07:00
Luka GovedičandDaniël de Kok bf2ddc6610 [bugfix] Fix static asymmetric quantization case (#10334) 
Signed-off-by: Daniël de Kok <me@danieldk.eu>
Signed-off-by: luka <luka@neuralmagic.com>
Co-authored-by: Daniël de Kok <me@danieldk.eu>
 2024-11-15 09:35:11 +08:00
HoangCongDuc ac49b59d8b [Bugfix] bitsandbytes models fail to run pipeline parallel (#10200) 
Signed-off-by: Hoang Cong Duc <hoangcongducltt@gmail.com>
 2024-11-13 09:56:39 -07:00
Joe Runde 380e18639f 🐛 fix torch memory profiling (#9516) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
 2024-10-18 21:25:19 -04:00
Cyrus Leung 051eaf6db3 [Model] Add user-configurable task for models that support both generation and embedding (#9424) 2024-10-18 11:31:58 -07:00
Michael GoinandDarkLight1337 22f8a69549 [Misc] Directly use compressed-tensors for checkpoint definitions (#8909) 
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-10-15 15:40:25 -07:00