Letian Li and GitHub
2ba80bed27
[Bugfix] Update Dockerfile.cpu to fix NameError: name 'vllm_ops' is not defined ( #5009 )
2024-05-23 09:08:58 -07:00
Alexander Matveev and GitHub
6066253296
Marlin 24 prefill performance improvement (about 25% better on average) ( #4983 )
2024-05-23 02:39:27 -04:00
Cody Yu and GitHub
ee3eea0a1b
[Misc] Take user preference in attention selector ( #4960 )
2024-05-23 07:55:56 +09:00
Philipp Moritz and GitHub
a36de682d4
[Minor] Fix small typo in llama.py: QKVParallelLinear -> QuantizationConfig ( #4991 )
2024-05-22 22:26:56 +00:00
Nick Hill and GitHub
eb6d3c264d
[Core] Eliminate parallel worker per-step task scheduling overhead ( #4894 )
2024-05-23 06:17:27 +09:00
raywanb and GitHub
97b030005c
[Model] LoRA gptbigcode implementation ( #3949 )
2024-05-22 13:58:59 -07:00
Cody Yu and GitHub
a3a73ab069
[Misc] Load FP8 kv-cache scaling factors from checkpoints ( #4893 )
...
The 2nd PR for #4532 .
This PR supports loading FP8 kv-cache scaling factors from a FP8 checkpoint (with .kv_scale parameter).
2024-05-22 13:28:20 -07:00
Tyler Michael Smith and GitHub
8674f9880e
[Kernel] Fixup for CUTLASS kernels in CUDA graphs ( #4954 )
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Pass the CUDA stream into the CUTLASS GEMMs, to avoid future issues with CUDA graphs
2024-05-22 14:10:43 +00:00
SangBin Cho and GitHub
c74c913bfb
[misc] remove comments that were supposed to be removed ( #4977 )
2024-05-22 09:02:58 -04:00
Michael Goin and GitHub
5f6d10c14c
[CI/Build] Enforce style for C++ and CUDA code with clang-format ( #4722 )
2024-05-22 07:18:41 +00:00
sasha0552 and GitHub
9b9a10d6cb
[Frontend] Dynamic RoPE scaling ( #4638 )
2024-05-22 01:32:35 -04:00
Isotr0py and GitHub
99eff67ba9
[Bugfix][Kernel] Add head size check for attention backend selection ( #4944 )
2024-05-21 15:33:25 -04:00
Kante Yin and GitHub
14772eeb8e
[Bugfix] Fix flag name for max_seq_len_to_capture ( #4935 )
...
Signed-off-by: kerthcet <kerthcet@gmail.com >
2024-05-21 09:30:52 -07:00
Michael Goin and GitHub
757b62c495
[CI/Build] Codespell ignore build/ directory ( #4945 )
2024-05-21 09:06:10 -07:00
Simon Mo and GitHub
e941f88584
[Docs] Add acknowledgment for sponsors ( #4925 )
2024-05-21 00:17:25 -07:00
Isotr0py and GitHub
f12c3b5b3d
[Model] Add Phi-2 LoRA support ( #4886 )
2024-05-21 14:24:17 +09:00
HUANG Fei and GitHub
d130b573a0
[Model] add rope_scaling support for qwen2 ( #4930 )
2024-05-21 05:22:22 +00:00
Antoni Baum and GitHub
65ae8c2c8f
[Core] Fix scheduler considering "no LoRA" as "LoRA" ( #4897 )
2024-05-20 17:48:32 -07:00
Kuntai Du and GitHub
c3af44722c
[Doc]Add documentation to benchmarking script when running TGI ( #4920 )
2024-05-20 20:16:57 +00:00
Aurick Qiao and GitHub
1937e29848
[Core] Sharded State Loader download from HF ( #4889 )
2024-05-20 11:46:12 -07:00
f0eecee610
[Bugfix] Fix dummy weight for fp8 ( #4916 )
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Allow dummy load format for fp8,
torch.uniform_ doesn't support FP8 at the moment
Co-authored-by: Mor Zusman <morz@ai21.com >
2024-05-20 18:44:25 +00:00
943e72ca56
[Build/CI] Enabling AMD Entrypoints Test ( #4834 )
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Co-authored-by: Alexey Kondratiev <alexey.kondratiev@amd.com >
2024-05-20 11:29:28 -07:00
Wenwei Zhang and GitHub
546a97ef69
[Misc]: allow user to specify port in distributed setting ( #4914 )
2024-05-20 17:45:06 +00:00
Alexander Matveev and GitHub
da5a0b539d
Remove marlin warning ( #4918 )
2024-05-20 14:55:34 +00:00
Cyrus Leung and GitHub
6287537a0c
[Model] LLaVA model refactor ( #4910 )
2024-05-20 08:11:25 +00:00
Woosuk Kwon and GitHub
b57e6c5949
[Kernel] Add flash-attn back ( #4907 )
2024-05-19 18:11:30 -07:00
Alexander Matveev and GitHub
27ce85476e
[Kernel] Add marlin_24 unit tests ( #4901 )
2024-05-19 11:37:34 -04:00
Cyrus Leung and GitHub
f68470e803
[Bugfix][Model] Add base class for vision-language models ( #4809 )
2024-05-19 00:13:33 -07:00
SangBin Cho and GitHub
2e9a2227ec
[Lora] Support long context lora ( #4787 )
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Currently we need to call rotary embedding kernel for each LoRA, which makes it hard to serve multiple long context length LoRA. Add batched rotary embedding kernel and pipe it through.
It replaces the rotary embedding layer to the one that is aware of multiple cos-sin-cache per scaling factors.
Follow up of https://github.com/vllm-project/vllm/pull/3095/files
2024-05-18 16:05:23 +09:00
alexeykondrat and GitHub
c0724fc915
[ROCm][Hardware][AMD] Adding Navi21 to fallback to naive attention if Triton is not used ( #4658 )
2024-05-18 05:09:11 +00:00
Michael Goin and GitHub
86b45ae065
[Bugfix] Relax tiktoken to >= 0.6.0 ( #4890 )
2024-05-17 12:58:52 -06:00
Antoni Baum and GitHub
c5711ef985
[Doc] Update Ray Data distributed offline inference example ( #4871 )
2024-05-17 10:52:11 -07:00
eigenLiu and GitHub
48d5985a08
Sync huggingface modifications of qwen Moe model ( #4774 )
2024-05-17 09:43:19 -07:00
Jinzhen Lin and GitHub
33e0823de5
[Bugfix] fix rope error when load models with different dtypes ( #4835 )
2024-05-17 18:43:34 +09:00
Alexei-V-Ivanov-AMD and GitHub
26148120b3
[Build/CI] Extending the set of AMD tests with Regression, Basic Correctness, Distributed, Engine, Llava Tests ( #4797 )
2024-05-16 20:58:25 -07:00
bofeng huang and GitHub
0150a10630
[Frontend] OpenAI API server: Do not add bos token by default when encoding ( #4688 )
2024-05-16 18:47:22 -07:00
Kante Yin and GitHub
8e7fb5d43a
Support to serve vLLM on Kubernetes with LWS ( #4829 )
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Signed-off-by: kerthcet <kerthcet@gmail.com >
2024-05-16 16:37:29 -07:00
Woosuk Kwon and GitHub
9a31a817a8
[Bugfix] Fix FP8 KV cache support ( #4869 )
2024-05-16 22:42:29 +00:00
Tyler Michael Smith and GitHub
2060e93659
[Kernel] Add w8a8 CUTLASS kernels ( #4749 )
2024-05-16 18:32:50 -04:00
8435b207af
[Kernel] Add punica dimension for Qwen1.5-32B LoRA ( #4850 )
...
Co-authored-by: Silencio <silencio@adsl-99-6-187-6.dsl.irvnca.sbcglobal.net >
2024-05-16 11:16:09 -07:00
youkaichao and GitHub
10fa9eea21
[Misc] remove old comments ( #4866 )
2024-05-16 11:07:41 -07:00
youkaichao and GitHub
e08188081b
[Core][Distributed] remove graph mode function ( #4818 )
2024-05-16 10:59:52 -07:00
Hongxia Yang and GitHub
b5853f9963
[ROCm][AMD][Bugfix] adding a missing triton autotune config ( #4845 )
2024-05-16 10:46:52 -07:00
Simon Mo and GitHub
f09edd8a25
Add JSON output support for benchmark_latency and benchmark_throughput ( #4848 )
2024-05-16 10:02:56 -07:00
6979ade384
Add GPTQ Marlin 2:4 sparse structured support ( #4790 )
...
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com >
2024-05-16 12:56:15 -04:00
Pierre Dulac and GitHub
9216b9cc38
[Bugfix] Bypass authorization API token for preflight requests ( #4862 )
2024-05-16 09:42:21 -07:00
Alex Wu and GitHub
5e0391c040
[Frontend] Separate OpenAI Batch Runner usage from API Server ( #4851 )
2024-05-17 00:42:41 +09:00
Alex Wu and GitHub
dbc0754ddf
[docs] Fix typo in examples filename openi -> openai ( #4864 )
2024-05-17 00:42:17 +09:00
Jinzhen Lin and GitHub
99caa49106
[Kernel] add bfloat16 support for gptq marlin kernel ( #4788 )
2024-05-16 09:55:29 -04:00
alexm-nm and GitHub
5c342570d7
Add marlin unit tests and marlin benchmark script ( #4815 )
2024-05-16 09:36:49 -04:00
