Robert Shaw
c0c2335ce0
Integrate Marlin Kernels for Int4 GPTQ inference ( #2497 )
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Co-authored-by: Robert Shaw <114415538+rib-2@users.noreply.github.com>
Co-authored-by: alexm <alexm@neuralmagic.com>
2024-03-01 12:47:51 -08:00
felixzhu555
703e42ee4b
Add guided decoding for OpenAI API server ( #2819 )
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Co-authored-by: br3no <breno@veltefaria.de>
Co-authored-by: simon-mo <simon.mo@hey.com>
2024-02-29 22:13:08 +00:00
Seonghyeon
bfdcfa6a05
Support starcoder2 architecture ( #3089 )
2024-02-29 00:51:48 -08:00
Woosuk Kwon
929b4f2973
Add LoRA support for Gemma ( #3050 )
2024-02-28 13:03:28 -08:00
Liangfu Chen
3b7178cfa4
[Neuron] Support inference with transformers-neuronx ( #2569 )
2024-02-28 09:34:34 -08:00
Tao He
71bcaf99e2
Enable GQA support in the prefix prefill kernels ( #3007 )
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Signed-off-by: Tao He <sighingnow@gmail.com>
2024-02-27 01:14:31 -08:00
Dylan Hawk
e0ade06d63
Support logit bias for OpenAI API ( #3027 )
2024-02-27 11:51:53 +08:00
Jared Moore
70f3e8e3a1
Add LogProbs for Chat Completions in OpenAI ( #2918 )
2024-02-26 10:39:34 +08:00
Harry Mellor
ef978fe411
Port metrics from aioprometheus to prometheus_client ( #2730 )
2024-02-25 11:54:00 -08:00
Ronen Schaffer
4caf7044e0
Include tokens from prompt phase in counter_generation_tokens ( #2802 )
2024-02-22 14:00:12 -08:00
Woosuk Kwon
fd5dcc5c81
Optimize GeGLU layer in Gemma ( #2975 )
2024-02-21 20:17:52 -08:00
Massimiliano Pronesti
93dc5a2870
chore(vllm): codespell for spell checking ( #2820 )
2024-02-21 18:56:01 -08:00
Nick Hill
7d2dcce175
Support per-request seed ( #2514 )
2024-02-21 11:47:00 -08:00
Antoni Baum
017d9f1515
Add metrics to RequestOutput ( #2876 )
2024-02-20 21:55:57 -08:00
Zhuohan Li
63e2a6419d
[FIX] Fix beam search test ( #2930 )
2024-02-20 14:37:39 -08:00
Ronen Schaffer
e433c115bc
Fix vllm:prompt_tokens_total metric calculation ( #2869 )
2024-02-18 23:55:41 -08:00
Isotr0py
ab3a5a8259
Support OLMo models. ( #2832 )
2024-02-18 21:05:15 -08:00
Zhuohan Li
a61f0521b8
[Test] Add basic correctness test ( #2908 )
2024-02-18 16:44:50 -08:00
jvmncs
8f36444c4f
multi-LoRA as extra models in OpenAI server ( #2775 )
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how to serve the loras (mimicking the [multilora inference example](https://github.com/vllm-project/vllm/blob/main/examples/multilora_inference.py )):
```terminal
$ export LORA_PATH=~/.cache/huggingface/hub/models--yard1--llama-2-7b-sql-lora-test/
$ python -m vllm.entrypoints.api_server \
--model meta-llama/Llama-2-7b-hf \
--enable-lora \
--lora-modules sql-lora=$LORA_PATH sql-lora2=$LORA_PATH
```
the above server will list 3 separate values if the user queries `/models`: one for the base served model, and one each for the specified lora modules. in this case sql-lora and sql-lora2 point to the same underlying lora, but this need not be the case. lora config values take the same values they do in EngineArgs
no work has been done here to scope client permissions to specific models
2024-02-17 12:00:48 -08:00
Woosuk Kwon
d7afab6d3a
[BugFix] Fix GC bug for LLM class ( #2882 )
2024-02-14 22:17:44 -08:00
Terry
2a543d6efe
Add LoRA support for Mixtral ( #2831 )
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* add mixtral lora support
* formatting
* fix incorrectly ported logic
* polish tests
* minor fixes and refactoring
* minor fixes
* formatting
* rename and remove redundant logic
* refactoring
* refactoring
* minor fix
* minor refactoring
* fix code smell
2024-02-14 00:55:45 +01:00
Lily Liu
fe6d09ae61
[Minor] More fix of test_cache.py CI test failure ( #2750 )
2024-02-06 11:38:38 -08:00
Woosuk Kwon
f0d4e14557
Add fused top-K softmax kernel for MoE ( #2769 )
2024-02-05 17:38:02 -08:00
Hongxia Yang
56f738ae9b
[ROCm] Fix some kernels failed unit tests ( #2498 )
2024-02-05 14:25:36 -08:00
Kunshang Ji
96b6f475dd
Remove hardcoded device="cuda" to support more devices ( #2503 )
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Co-authored-by: Jiang Li <jiang1.li@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2024-02-01 15:46:39 -08:00
Philipp Moritz
d0d93b92b1
Add unit test for Mixtral MoE layer ( #2677 )
2024-01-31 14:34:17 -08:00
Philipp Moritz
89efcf1ce5
[Minor] Fix test_cache.py CI test failure ( #2684 )
2024-01-31 10:12:11 -08:00
Vladimir
4f65af0e25
Add swap_blocks unit tests ( #2616 )
2024-01-30 09:30:50 -08:00
wangding zeng
5d60def02c
DeepseekMoE support with Fused MoE kernel ( #2453 )
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Co-authored-by: roy <jasonailu87@gmail.com>
2024-01-29 21:19:48 -08:00
zhaoyang-star
9090bf02e7
Support FP8-E5M2 KV Cache ( #2279 )
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Co-authored-by: zhaoyang <zhao.yang16@zte.com.cn>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
2024-01-28 16:43:54 -08:00
Hanzhi Zhou
380170038e
Implement custom all reduce kernels ( #2192 )
2024-01-27 12:46:35 -08:00
Simon Mo
3a7dd7e367
Support Batch Completion in Server ( #2529 )
2024-01-24 17:11:07 -08:00
Nikola Borisov
3209b49033
[Bugfix] fix crash if max_tokens=None ( #2570 )
2024-01-23 22:38:55 -08:00
Antoni Baum
9b945daaf1
[Experimental] Add multi-LoRA support ( #1804 )
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Co-authored-by: Chen Shen <scv119@gmail.com>
Co-authored-by: Shreyas Krishnaswamy <shrekris@anyscale.com>
Co-authored-by: Avnish Narayan <avnish@anyscale.com>
2024-01-23 15:26:37 -08:00
Jason Zhu
7a0b011dd5
Add a 1-line docstring to explain why calling context_attention_fwd twice in test_prefix_prefill.py ( #2553 )
2024-01-22 14:47:25 -08:00
Cade Daniel
18bfcdd05c
[Speculative decoding 2/9] Multi-step worker for draft model ( #2424 )
2024-01-21 16:31:47 -08:00
Zhuohan Li
ef9b636e2d
Simplify broadcast logic for control messages ( #2501 )
2024-01-19 11:23:30 -08:00
Simon Mo
dd7e8f5f64
refactor complemention api for readability ( #2499 )
2024-01-18 16:45:14 -08:00
shiyi.c_98
d10f8e1d43
[Experimental] Prefix Caching Support ( #1669 )
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Co-authored-by: DouHappy <2278958187@qq.com>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
2024-01-17 16:32:10 -08:00
FlorianJoncour
14cc317ba4
OpenAI Server refactoring ( #2360 )
2024-01-16 21:33:14 -08:00
Hyunsung Lee
e1957c6ebd
Add StableLM3B model ( #2372 )
2024-01-16 20:32:40 -08:00
Simon Mo
6e01e8c1c8
[CI] Add Buildkite ( #2355 )
2024-01-14 12:37:58 -08:00
陈序
218dc2ccda
Aligning top_p and top_k Sampling ( #1885 )
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* Align top_p and top_k with huggingface
* remove _get_prompt_and_output_tokens
* rename _apply_top_p_top_k
* compare top_p top_k with hf
* fix test errors
2024-01-12 22:51:03 +01:00
Cade Daniel
79d64c4954
[Speculative decoding 1/9] Optimized rejection sampler ( #2336 )
2024-01-09 15:38:41 -08:00
Woosuk Kwon
941767127c
Revert the changes in test_cache ( #2335 )
2024-01-03 17:32:05 -08:00
Zhuohan Li
fd4ea8ef5c
Use NCCL instead of ray for control-plane communication to remove serialization overhead ( #2221 )
2024-01-03 11:30:22 -08:00
Jee Li
77af974b40
[FIX] Support non-zero CUDA devices in custom kernels ( #1959 )
2024-01-02 19:09:59 -08:00
Zhuohan Li
358c328d69
[BUGFIX] Fix communication test ( #2285 )
2023-12-27 17:18:11 -05:00
Zhuohan Li
4aaafdd289
[BUGFIX] Fix the path of test prompts ( #2273 )
2023-12-26 10:37:21 -08:00
Zhuohan Li
66b108d142
[BUGFIX] Fix API server test ( #2270 )
2023-12-26 10:37:06 -08:00
