youkaichao and GitHub
bc1bdecebf
[core][distributed] exact ray placement control ( #12732 )
...
Signed-off-by: youkaichao <youkaichao@gmail.com >
2025-02-06 02:03:19 +08:00
Akash kaothalkar and GitHub
022bcc701a
[Bugfix] Fix 'ModuleNotFoundError: No module named 'intel_extension_for_pytorch'' for --tensor-parallel-size more than 1 ( #12546 )
2025-02-04 23:11:02 -08:00
Michael Goin and GitHub
c53dc466b1
[Doc] Remove performance warning for auto_awq.md ( #12743 )
2025-02-04 22:43:11 -08:00
Nick Hill and GitHub
3d09e592a8
[V1][Misc] Shorten FinishReason enum and use constant strings ( #12760 )
2025-02-04 22:43:02 -08:00
Harry Mellor and GitHub
fcf2e3d7fc
[Bugfix] Fix OpenVINO model runner ( #12750 )
2025-02-04 22:42:46 -08:00
Michael Goin and GitHub
58b218d7ae
[Doc] Update PR Reminder with link to Developer Slack ( #12748 )
2025-02-04 22:42:09 -08:00
7ff7a638b6
[Model][Quant] Fix GLM, Fix fused module mappings for quantization ( #12634 )
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Signed-off-by: mgoin <michael@neuralmagic.com >
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com >
Co-authored-by: mgoin <michael@neuralmagic.com >
2025-02-05 05:32:06 +00:00
Dipika Sikka and GitHub
686006a220
[Misc] Bump the compressed-tensors version ( #12736 )
2025-02-04 20:44:48 -08:00
Isotr0py and GitHub
98fd089fc9
[VLM] Add MLA with pure RoPE support for deepseek-vl2 models ( #12729 )
2025-02-04 20:44:26 -08:00
Harry Mellor and GitHub
249824c3bf
Refactor Linear handling in TransformersModel ( #12727 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2025-02-05 04:31:12 +00:00
64862d106e
[ROCM][AMD][TRITON] Halving warps number for fw_prefill to reduce spilling ( #12713 )
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Signed-off-by: Aleksandr Malyshev <maleksan@amd.com >
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com >
2025-02-05 03:58:22 +00:00
Aviv Keshet and GitHub
b3a0d01e45
[Core] add and implement VLLM_LOGITS_PROCESSOR_THREADS ( #12368 )
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Signed-off-by: Aviv Keshet <akeshet@scaledcognition.com >
2025-02-04 18:46:26 -08:00
75e94309e8
[Perf] Mem align KV caches for CUDA devices (MLA perf improvement) ( #12676 )
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Signed-off-by: simon-mo <xmo@berkeley.edu >
Signed-off-by: Lucas Wilkinson <lcwilkins@redhat.com >
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com >
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com >
Co-authored-by: simon-mo <xmo@berkeley.edu >
2025-02-04 18:22:24 -08:00
Mark McLoughlin and GitHub
233df6f5c4
[V1][Metrics] Add request_success_total counter, labelled with finish reason ( #12579 )
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Signed-off-by: Mark McLoughlin <markmc@redhat.com >
2025-02-04 19:46:54 -05:00
Cyrus Leung and GitHub
18016a5e62
[Bugfix] Fix CI failures for InternVL and Mantis models ( #12728 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2025-02-04 23:54:23 +08:00
Sophie du Couédic and GitHub
649550f27e
[Build] update requirements of no-device for plugin usage ( #12630 )
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Signed-off-by: Sophie du Couédic <sop@zurich.ibm.com >
2025-02-04 21:19:12 +08:00
Kero Liang and GitHub
62467a834a
Avoid unnecessary multi-modal input data copy when len(batch) == 1 ( #12722 )
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Signed-off-by: imkero <kerorek@outlook.com >
2025-02-04 21:03:19 +08:00
6469038b14
[Bugfix] Fix loading of fine-tuned models based on Phi-3-Small ( #12689 )
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Signed-off-by: Michael Greenbaum <mgreenbaum@microsoft.com >
Co-authored-by: Michael Greenbaum <mgreenbaum@microsoft.com >
2025-02-04 20:58:48 +08:00
815079de8e
[VLM] merged multimodal processor and V1 support for idefics3 ( #12660 )
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Signed-off-by: Isotr0py <2037008807@qq.com >
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com >
2025-02-04 20:00:51 +08:00
Woosuk Kwon and GitHub
18a88fcccc
[V1] Remove scheduling constraint on partial requests ( #12674 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu >
2025-02-04 02:43:58 -08:00
d1ca7df84d
[VLM] Merged multi-modal processor for InternVL-based models ( #12553 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
Signed-off-by: Isotr0py <2037008807@qq.com >
Co-authored-by: Isotr0py <2037008807@qq.com >
2025-02-04 16:44:52 +08:00
Jee Jee Li and GitHub
96b23621c1
[Misc] Add BNB quantization for Whisper ( #12381 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com >
2025-02-04 16:27:36 +08:00
c36ac98d01
[AMD][ROCm] Enable DeepSeek model on ROCm ( #12662 )
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Signed-off-by: Hongxia Yang <hongxia.yang@amd.com >
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com >
2025-02-04 08:24:11 +00:00
Kyle Sayers and GitHub
4896d0c2dd
[Quant] Fix use_mla TypeError and support loading pure-sparsity Compressed Tensors configs ( #12711 )
2025-02-03 23:27:11 -08:00
Thomas Parnell and GitHub
bb392af434
[Doc] Replace ibm-fms with ibm-ai-platform ( #12709 )
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com >
2025-02-04 07:05:04 +00:00
Michael Goin and GitHub
5d98d56089
Support Pixtral-Large HF by using llava multimodal_projector_bias config ( #12710 )
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Signed-off-by: mgoin <michael@neuralmagic.com >
2025-02-04 11:55:46 +08:00
Russell Bryant and GitHub
73b35cca7f
[Core] Improve hash collision avoidance in prefix caching ( #12621 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com >
2025-02-03 16:28:20 -08:00
Cody Yu and GitHub
5095e96606
[V1] Revert uncache_blocks and support recaching full blocks ( #12415 )
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Signed-off-by: Cody Yu <hao.yu.cody@gmail.com >
2025-02-03 15:04:53 -08:00
Cody Yu and GitHub
cf58b9c4ca
[MISC] Remove model input dumping when exception ( #12582 )
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Signed-off-by: Cody Yu <hao.yu.cody@gmail.com >
2025-02-03 13:34:16 -08:00
kushanam and GitHub
4797dad3ec
[Model] Add Deepseek V3 fp8_w8a8 configs for B200 ( #12707 )
2025-02-03 13:30:39 -08:00
Kyle Sayers and GitHub
6dd5e52823
Squelch MLA warning for Compressed-Tensors Models ( #12704 )
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Signed-off-by: Kyle Sayers <kylesayrs@gmail.com >
2025-02-03 13:29:56 -08:00
Tyler Michael Smith and GitHub
c11de33dad
[Bugfix][Kernel] Fix per-token/per-channel quantization for Hopper scaled mm ( #12696 )
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com >
2025-02-03 13:04:59 -08:00
Russell Bryant and GitHub
33e0602e59
[Misc] Fix improper placement of SPDX header in scripts ( #12694 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com >
2025-02-03 11:16:59 -08:00
a1a2aaadb9
[Model]: Add transformers backend support ( #11330 )
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# Adds support for `transformers` as a backend
Following https://github.com/huggingface/transformers/pull/35235 , a
bunch of models should already be supported, we are ramping up support
for more models.
Thanks @Isotr0py for the TP support, and @hmellor for his help as well!
This includes:
- `trust_remote_code=True` support: any model on the hub, if it
implements attention the correct way can be natively supported!!
- tensor parallel support
---------
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Signed-off-by: Isotr0py <2037008807@qq.com >
Co-authored-by: Isotr0py <41363108+Isotr0py@users.noreply.github.com >
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Co-authored-by: Isotr0py <2037008807@qq.com >
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com >
Co-authored-by: Michael Goin <mgoin64@gmail.com >
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn >
2025-02-03 21:30:38 +08:00
youkaichao and GitHub
1298a400e8
[ci/build] fix gh200 test ( #12681 )
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Signed-off-by: youkaichao <youkaichao@gmail.com >
2025-02-03 15:59:49 +08:00
youkaichao and GitHub
ad4a9dc817
[cuda] manually import the correct pynvml module ( #12679 )
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fixes problems like https://github.com/vllm-project/vllm/pull/12635 and
https://github.com/vllm-project/vllm/pull/12636 and
https://github.com/vllm-project/vllm/pull/12565
---------
Signed-off-by: youkaichao <youkaichao@gmail.com >
2025-02-03 15:58:21 +08:00
+25
b9986454fe
Fix for attention layers to remain unquantized during moe_wn16 quant ( #12570 )
...
Fix to AWQ quant loading of the new R1 model
The new optimized MoE kernels for a large number of experts `moe_wn16`
uses AWQ quant which requires the attention layers to be in 16bit
The current merge has broken this, and the `get_quant_method` must
return None for it to work correctly again
---------
Signed-off-by: Srikanth Srinivas <srikanth@astrum.ai >
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Signed-off-by: Beim <beim2015@outlook.com >
Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com >
Signed-off-by: mgoin <michael@neuralmagic.com >
Signed-off-by: npanpaliya <nishidha.panpaliya@partner.ibm.com >
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com >
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com >
Signed-off-by: simon-mo <xmo@berkeley.edu >
Signed-off-by: Cody Yu <hao.yu.cody@gmail.com >
Signed-off-by: Chen Zhang <zhangch99@outlook.com >
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com >
Signed-off-by: Ryan N <ryan.nguyen@centml.ai >
Signed-off-by: Brian Dellabetta <bdellabe@redhat.com >
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com >
Signed-off-by: Rahul Tuli <rahul@neuralmagic.com >
Signed-off-by: Russell Bryant <rbryant@redhat.com >
Signed-off-by: simon-mo <simon.mo@hey.com >
Signed-off-by: Vicente Herrera <vicenteherrera@vicenteherrera.com >
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com >
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu >
Signed-off-by: Shawn Du <shawnd200@outlook.com >
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com >
Signed-off-by: youkaichao <youkaichao@gmail.com >
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Co-authored-by: Beim <805908499@qq.com >
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com >
Co-authored-by: mgoin <michael@neuralmagic.com >
Co-authored-by: simon-mo <xmo@berkeley.edu >
Co-authored-by: Nishidha <nishidha.panpaliya@partner.ibm.com >
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com >
Co-authored-by: Aleksandr Malyshev <164964928+maleksan85@users.noreply.github.com >
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com >
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu >
Co-authored-by: simon-mo <simon.mo@hey.com >
Co-authored-by: Michael Goin <mgoin64@gmail.com >
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com >
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com >
Co-authored-by: Alexander Matveev <59768536+alexm-neuralmagic@users.noreply.github.com >
Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com >
Co-authored-by: Cody Yu <hao.yu.cody@gmail.com >
Co-authored-by: Chen Zhang <zhangch99@outlook.com >
Co-authored-by: Kevin H. Luu <kevin@anyscale.com >
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com >
Co-authored-by: Ryan Nguyen <96593302+xpbowler@users.noreply.github.com >
Co-authored-by: Brian Dellabetta <brian-dellabetta@users.noreply.github.com >
Co-authored-by: fade_away <1028552010@qq.com >
Co-authored-by: weilong.yu <weilong.yu@shopee.com >
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com >
Co-authored-by: Eldar Kurtic <eldarkurtic314@gmail.com >
Co-authored-by: Rahul Tuli <rahul@neuralmagic.com >
Co-authored-by: Russell Bryant <rbryant@redhat.com >
Co-authored-by: Vicente Herrera <vicenteherrera@vicenteherrera.com >
Co-authored-by: Jinzhen Lin <linjinzhen@hotmail.com >
Co-authored-by: Shawn Du <shawnd200@outlook.com >
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com >
Co-authored-by: youkaichao <youkaichao@gmail.com >
2025-02-03 13:46:19 +08:00
Eldar Kurtic and GitHub
c5932e5dac
Properly check if all fused layers are in the list of targets ( #12666 )
...
Thanks @kylesayrs for catching this!
2025-02-03 13:42:18 +08:00
youkaichao and GitHub
20579c0fae
make sure mistral_common not imported for non-mistral models ( #12669 )
...
When people use deepseek models, they find that they need to solve cv2
version conflict, see https://zhuanlan.zhihu.com/p/21064432691 .
I added the check, and make all imports of `cv2` lazy.
---------
Signed-off-by: youkaichao <youkaichao@gmail.com >
2025-02-03 13:40:25 +08:00
Yang Chen and GitHub
95460fc513
[Kernel] port sgl moe_align_block_size kernels ( #12574 )
...
sgl_moe_align_block_size is based on:
https://github.com/sgl-project/sglang/commit/ded9fcd09a43d5e7d5bb31a2bc3e9fc21bf65d2a
moe_align_block_size is based on:
https://github.com/sgl-project/sglang/commit/ba5112ff691d791a9e38c6c71f59324a5fcb49d0
Signed-off-by: Yang Chen <yangche@fb.com >
2025-02-03 13:09:50 +08:00
Zhuohan Li and GitHub
326fcc8b9f
[Doc] Deprecate Discord ( #12668 )
2025-02-02 19:19:56 -08:00
youkaichao and GitHub
e64330910b
[doc][misc] clarify VLLM_HOST_IP for multi-node inference ( #12667 )
...
As more and more people are trying deepseek models with multi-node
inference, https://github.com/vllm-project/vllm/issues/7815 becomes more
frequent. Let's give clear message to users.
Signed-off-by: youkaichao <youkaichao@gmail.com >
2025-02-03 09:32:18 +08:00
Russell Bryant and GitHub
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
Kunshang Ji and GitHub
f256ebe4df
[Hardware][Intel GPU] add XPU bf16 support ( #12392 )
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Signed-off-by: Kunshang Ji <kunshang.ji@intel.com >
2025-02-02 10:17:26 +00:00
Shawn Du and GitHub
f8ece6e17f
[Core][v1] Unify allocating slots in prefill and decode in KV cache manager ( #12608 )
...
As mentioned in RFC https://github.com/vllm-project/vllm/issues/12254 ,
this PR achieves the task: combine allocate_slots and append_slots.
There should be no functionality change, except that in decode, also
raise exception when num_tokens is zero (like prefill), and change the
unit test case accordingly.
@comaniac @rickyyx @WoosukKwon @youkaichao @heheda12345 @simon-mo
---------
Signed-off-by: Shawn Du <shawnd200@outlook.com >
2025-02-02 16:40:58 +08:00
Woosuk Kwon and GitHub
abfcdcdf27
[V1][Minor] Avoid frequently creating ConstantList ( #12653 )
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A small optimization to avoid creating a new `ConstantList` every time `request.kv_block_hashes` is used.
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu >
2025-02-01 23:43:20 -08:00
Russell Bryant and GitHub
e497f33491
[Core] Silence unnecessary deprecation warnings ( #12620 )
...
I noticed during testing that I was getting a lot of these deprecation
warnings about `local_lora_path`:
```
DeprecationWarning: The 'lora_local_path' attribute is deprecated
and will be removed in a future version.
Please use 'lora_path' instead.
```
The check used for emitting this warning was always True, even when the
parameter was not actually specified. It will always be in
`__struct_fields__`. We should be checking for a non-None value,
instead.
Signed-off-by: Russell Bryant <rbryant@redhat.com >
Signed-off-by: Russell Bryant <rbryant@redhat.com >
2025-02-02 15:35:50 +08:00
Jinzhen Lin and GitHub
baaa2b24da
[Bugfix] fix moe_wna16 get_quant_method ( #12648 )
...
Fix https://github.com/vllm-project/vllm/issues/12647
The `get_quant_method` of `moe_wna16` always return moe method,
GPTQ-based linear method or AWQ-based linear method, even when the
target module is attention layer.
https://github.com/vllm-project/vllm/blob/baeded25699f9f4851843306f27f685c4d4ee7c5/vllm/attention/layer.py#L86-L92
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com >
2025-02-02 15:29:56 +08:00
Vicente Herrera and GitHub
b4e5c03306
doc: fixing minor typo in readme.md ( #12643 )
...
Word "evolved" was mistyped
Signed-off-by: Vicente Herrera <vicenteherrera@vicenteherrera.com >
---------
Signed-off-by: Vicente Herrera <vicenteherrera@vicenteherrera.com >
2025-02-01 17:17:29 +00:00
Michael Goin and GitHub
3194039c0e
Apply torch.compile to fused_moe/grouped_topk ( #12637 )
2025-02-01 16:16:19 +00:00
