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 )
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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 )
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- **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 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-01-27 17:23:08 -07:00
Tyler Michael Smith
aa2cd2c43d
[Bugfix] Disable w16a16 2of4 sparse CompressedTensors24 ( #12417 )
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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 )
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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-xlnx
de0526f668
[Misc][Quark] Upstream Quark format to VLLM ( #10765 )
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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 )
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
2024-12-19 02:43:30 +00:00
Dipika Sikka
60508ffda9
[Kernel]: Cutlass 2:4 Sparsity + FP8/Int8 Quant Support ( #10995 )
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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 )
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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 )
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Signed-off-by: yan ma <yan.ma@intel.com>
2024-11-18 11:18:05 -07:00
Luka Govedič
bf2ddc6610
[bugfix] Fix static asymmetric quantization case ( #10334 )
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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 )
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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 )
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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 Goin
22f8a69549
[Misc] Directly use compressed-tensors for checkpoint definitions ( #8909 )
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Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
2024-10-15 15:40:25 -07:00
Li, Jiang
ca77dd7a44
[Hardware][CPU] Support AWQ for CPU backend ( #7515 )
2024-10-09 10:28:08 -06:00
chenqianfzh
2f4117c38e
support bitsandbytes quantization with more models ( #9148 )
2024-10-08 19:52:19 -06:00
Luka Govedič
172d1cd276
[Kernel] AQ AZP 4/4: Integrate asymmetric quantization to linear method ( #7271 )
2024-09-27 14:25:10 -04:00
Jee Jee Li
13f9f7a3d0
[[Misc]Upgrade bitsandbytes to the latest version 0.44.0 ( #8768 )
2024-09-24 17:08:55 -07:00
Cyrus Leung
6ffa3f314c
[CI/Build] Avoid CUDA initialization ( #8534 )
2024-09-18 10:38:11 +00:00
chenqianfzh
9855b99502
[Feature][kernel] tensor parallelism with bitsandbytes quantization ( #8434 )
2024-09-17 08:09:12 -07:00
youkaichao
a2469127db
[misc][ci] fix quant test ( #8449 )
2024-09-13 17:20:14 +08:00
Li, Jiang
0b952af458
[Hardware][Intel] Support compressed-tensor W8A8 for CPU backend ( #7257 )
2024-09-11 09:46:46 -07:00
chenqianfzh
4664ceaad6
support bitsandbytes 8-bit and FP4 quantized models ( #7445 )
2024-08-29 19:09:08 -04:00
Dipika Sikka
fc911880cc
[Kernel] Expand MoE weight loading + Add Fused Marlin MoE Kernel ( #7766 )
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Co-authored-by: ElizaWszola <eliza@neuralmagic.com>
2024-08-27 15:07:09 -07:00
youkaichao
9e51b6a626
[ci][test] adjust max wait time for cpu offloading test ( #7709 )
2024-08-20 17:12:44 -07:00
Mor Zusman
7fc23be81c
[Kernel] W8A16 Int8 inside FusedMoE ( #7415 )
2024-08-16 10:06:51 -07:00
jon-chuang
50b8d08dbd
[Misc/Testing] Use torch.testing.assert_close ( #7324 )
2024-08-16 04:24:04 +00:00
Michael Goin
e165528778
[CI] Move quantization cpu offload tests out of fastcheck ( #7574 )
2024-08-15 21:16:20 -07:00
Kyle Sayers
f55a9aea45
[Misc] Revert compressed-tensors code reuse ( #7521 )
2024-08-14 15:07:37 -07:00
Kyle Sayers
373538f973
[Misc] compressed-tensors code reuse ( #7277 )
2024-08-13 19:05:15 -04:00
Michael Goin
5223199e03
[Bugfix][FP8] Fix dynamic FP8 Marlin quantization ( #7219 )
2024-08-07 11:23:12 -07:00
Dipika Sikka
0f7052bc7e
[Misc] Refactor linear layer weight loading; introduce BasevLLMParameter and weight_loader_v2 ( #5874 )
2024-08-07 09:17:58 -07:00
Isotr0py
360bd67cf0
[Core] Support loading GGUF model ( #5191 )
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Co-authored-by: Michael Goin <michael@neuralmagic.com>
2024-08-05 17:54:23 -06:00
Michael Goin
fb3db61688
[CI/Build] Remove sparseml requirement from testing ( #7037 )
2024-08-01 12:00:51 -07:00
Tyler Michael Smith
d7a299edaa
[Kernel] Remove scaled_fp8_quant kernel padding footgun ( #6842 )
2024-07-30 16:37:01 -04:00
Michael Goin
65b1f121c8
[Bugfix] Fix kv_cache_dtype=fp8 without scales for FP8 checkpoints ( #6761 )
2024-07-25 09:46:15 -07:00
dongmao zhang
87525fab92
[bitsandbytes]: support read bnb pre-quantized model ( #5753 )
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Co-authored-by: Michael Goin <michael@neuralmagic.com>
2024-07-23 23:45:09 +00:00
Michael Goin
01c16ede6b
[CI] Add smoke test for non-uniform AutoFP8 quantization ( #6702 )
2024-07-23 22:45:12 +00:00
Michael Goin
9e0b558a09
[Misc] Support FP8 kv cache scales from compressed-tensors ( #6528 )
2024-07-23 04:11:50 +00:00
Alexander Matveev
396d92d5e0
[Kernel][Core] Add AWQ support to the Marlin kernel ( #6612 )
2024-07-21 19:41:42 -04:00
Michael Goin
978aed5300
[Kernel][Attention] Separate Attention.kv_scale into k_scale and v_scale ( #6081 )
2024-07-16 15:31:32 -07:00
Robert Shaw
b675069d74
[ Misc ] Refactor Marlin Python Utilities ( #6082 )
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Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
2024-07-11 15:40:11 +00:00
