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93 Commits
Author SHA1 Message Date
chaow-amdandGitHub 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 GuessousandGitHub 652907b354 Torchao (#14231) 
Signed-off-by: drisspg <drisspguessous@gmail.com>
 2025-04-07 19:39:28 -04:00
Tristan LeclercqandGitHub 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
youkaichaoandGitHub 555aa21905 [V1] Fully Transparent Implementation of CPU Offloading (#15354) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-03-31 20:22:34 +08:00
TJianandGitHub 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 GoinandGitHub 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 LiandGitHub 726efc6a32 [Quantization][V1] BitsAndBytes support V1 (#15611) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-03-28 10:12:47 +08:00
vllmellmGitHubtjtanaa
 		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 LeclercqandGitHub 5eeabc2a44 [Bugfix] Fix bnb quantization for models with both HF-format and Mistral-format weights (#14950) 2025-03-17 23:27:26 +00:00
vllmellmGitHubTJianCyrus 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 ShawGitHubrshaw@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 DailyandGitHub 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 MellorandGitHub cf069aa8aa Update deprecated Python 3.8 typing (#13971) 2025-03-02 17:34:51 -08:00
YajieWangandGitHub 6a92ff93e1 [Misc][Kernel]: Add GPTQAllSpark Quantization (#12931) 2025-02-28 22:30:59 -08:00
Harry MellorandGitHub f2b20fe491 Consolidate Llama model usage in tests (#13094) 2025-02-13 22:18:03 -08:00
Tyler Michael SmithandGitHub 09545c0a94 [Bugfix/CI] Turn test_compressed_tensors_2of4_sparse back on (#13250) 2025-02-13 20:19:25 -08:00
Michael GoinandGitHub 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-ModelCloudandGitHub 36a08630e8 [CORE] [QUANT] Support for GPTQModel's dynamic quantization per module override/control (#7086) 2025-02-12 09:19:43 -08:00
TJianandGitHub 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 TuliandGitHub 3b2005e1db Add: Support for Sparse24Bitmask Compressed Models 2025-02-05 13:30:43 -08:00
Russell BryantandGitHub 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 MellorandGitHub 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 SmithGitHubmgoin
 		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 LeungandGitHub 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
yancongandGitHub 32eb0da808 [Misc] Support register quantization method out-of-tree (#11969) 2025-01-18 16:13:16 -08:00
kewang-xlnxGitHubkewang2Michael 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 SikkaandGitHub 8cef6e02dc [Misc] add w8a8 asym models (#11075) 2024-12-23 13:33:20 -05:00
Tyler Michael SmithandGitHub 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 SikkaGitHubFaraz 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
youkaichaoandGitHub 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 MaandGitHub 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 GovedičGitHubDaniël 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
HoangCongDucandGitHub 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 RundeandGitHub 380e18639f 🐛 fix torch memory profiling (#9516) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
 2024-10-18 21:25:19 -04:00
Cyrus LeungandGitHub 051eaf6db3 [Model] Add user-configurable task for models that support both generation and embedding (#9424) 2024-10-18 11:31:58 -07:00
Michael GoinGitHubDarkLight1337
 		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
Li, JiangandGitHub ca77dd7a44 [Hardware][CPU] Support AWQ for CPU backend (#7515) 2024-10-09 10:28:08 -06:00
chenqianfzhandGitHub 2f4117c38e support bitsandbytes quantization with more models (#9148) 2024-10-08 19:52:19 -06:00
Luka GovedičandGitHub 172d1cd276 [Kernel] AQ AZP 4/4: Integrate asymmetric quantization to linear method (#7271) 2024-09-27 14:25:10 -04:00
Jee Jee LiandGitHub 13f9f7a3d0 [[Misc]Upgrade bitsandbytes to the latest version 0.44.0 (#8768) 2024-09-24 17:08:55 -07:00
Cyrus LeungandGitHub 6ffa3f314c [CI/Build] Avoid CUDA initialization (#8534) 2024-09-18 10:38:11 +00:00
chenqianfzhandGitHub 9855b99502 [Feature][kernel] tensor parallelism with bitsandbytes quantization (#8434) 2024-09-17 08:09:12 -07:00
youkaichaoandGitHub a2469127db [misc][ci] fix quant test (#8449) 2024-09-13 17:20:14 +08:00
Li, JiangandGitHub 0b952af458 [Hardware][Intel] Support compressed-tensor W8A8 for CPU backend (#7257) 2024-09-11 09:46:46 -07:00
chenqianfzhandGitHub 4664ceaad6 support bitsandbytes 8-bit and FP4 quantized models (#7445) 2024-08-29 19:09:08 -04:00
Dipika SikkaGitHubElizaWszola
 		fc911880cc [Kernel] Expand MoE weight loading + Add Fused Marlin MoE Kernel (#7766) 
Co-authored-by: ElizaWszola <eliza@neuralmagic.com>
 2024-08-27 15:07:09 -07:00
youkaichaoandGitHub 9e51b6a626 [ci][test] adjust max wait time for cpu offloading test (#7709) 2024-08-20 17:12:44 -07:00
Mor ZusmanandGitHub 7fc23be81c [Kernel] W8A16 Int8 inside FusedMoE (#7415) 2024-08-16 10:06:51 -07:00
jon-chuangandGitHub 50b8d08dbd [Misc/Testing] Use torch.testing.assert_close (#7324) 2024-08-16 04:24:04 +00:00
Michael GoinandGitHub e165528778 [CI] Move quantization cpu offload tests out of fastcheck (#7574) 2024-08-15 21:16:20 -07:00