Danny Guinther
b8afa8b95a
[MISC] Rework logger to enable pythonic custom logging configuration to be provided ( #4273 )
2024-05-01 17:34:40 -07:00
sasha0552
c47ba4aaa9
[Bugfix] Add validation for seed ( #4529 )
2024-05-01 19:31:22 +00:00
Nick Hill
a657bfc48a
[Core] Add multiproc_worker_utils for multiprocessing-based workers ( #4357 )
2024-05-01 18:41:59 +00:00
leiwen83
24750f4cad
[Core] Enable prefix caching with block manager v2 enabled ( #4142 )
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Co-authored-by: Lei Wen <wenlei03@qiyi.com>
Co-authored-by: Sage Moore <sagemoore@utexas.edu>
2024-05-01 11:20:32 -07:00
leiwen83
b38e42fbca
[Speculative decoding] Add ngram prompt lookup decoding ( #4237 )
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Co-authored-by: Lei Wen <wenlei03@qiyi.com>
2024-05-01 11:13:03 -07:00
SangBin Cho
6f1df80436
[Test] Add ignore_eos test ( #4519 )
2024-05-01 08:45:42 -04:00
Jee Li
d6f4bd7cdd
[Misc]Add customized information for models ( #4132 )
2024-04-30 21:18:14 -07:00
Robert Caulk
c3845d82dc
Allow user to define whitespace pattern for outlines ( #4305 )
2024-04-30 20:48:39 -07:00
Florian Greinacher
a494140433
[Frontend] Support complex message content for chat completions endpoint ( #3467 )
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Co-authored-by: Lily Liu <lilyliupku@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2024-04-30 16:28:46 -07:00
Robert Shaw
111815d482
[Kernel] Support Fp8 Checkpoints (Dynamic + Static) ( #4332 )
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Co-authored-by: Philipp Moritz <pcmoritz@gmail.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: mgoin <michael@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Cody Yu <hao.yu.cody@gmail.com>
2024-04-30 21:46:12 +00:00
leiwen83
4bb53e2dde
[BugFix] fix num_lookahead_slots missing in async executor ( #4165 )
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Co-authored-by: Lei Wen <wenlei03@qiyi.com>
2024-04-30 10:12:59 -07:00
youkaichao
f4f921b7f1
[Core][Distributed] use cpu group to broadcast metadata in cpu ( #4444 )
2024-04-29 13:52:22 -07:00
Robert Shaw
73c8d677e5
[Kernel] Marlin Expansion: Support AutoGPTQ Models with Marlin ( #3922 )
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Co-authored-by: alexm <alexm@neuralmagic.com>
Co-authored-by: mgoin <michael@neuralmagic.com>
2024-04-29 09:35:34 -07:00
Prashant Gupta
d6e520e170
[Core] Support offline use of local cache for models ( #4374 )
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Signed-off-by: Prashant Gupta <prashantgupta@us.ibm.com>
Co-authored-by: Travis Johnson <tjohnson31415@gmail.com>
2024-04-27 09:59:55 -07:00
Nick Hill
81661da7b2
[BugFix] Fix min_tokens when eos_token_id is None ( #4389 )
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Co-authored-by: DefTruth <31974251+deftruth@users.noreply.github.com>
2024-04-27 09:52:46 -07:00
Ruoyu Qin
dfea173148
[Bugfix] Abort requests when the connection to /v1/completions is interrupted ( #4363 )
2024-04-27 09:48:37 -07:00
Roy
7134303cbb
[Bugfix][Core] Fix get decoding config from ray ( #4335 )
2024-04-27 11:30:08 +00:00
Austin Veselka
eefeb16464
[Kernel] Full Tensor Parallelism for LoRA Layers ( #3524 )
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Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
2024-04-27 00:03:48 -07:00
Cyrus Leung
8947bc3c15
[Frontend][Bugfix] Disallow extra fields in OpenAI API ( #4355 )
2024-04-27 05:08:24 +00:00
Cody Yu
a62aaf1df5
[Misc][Refactor] Generalize linear_method to be quant_method ( #4373 )
2024-04-26 16:41:14 -04:00
SangBin Cho
603ad84815
[Core] Refactoring sampler and support prompt logprob for chunked prefill ( #4309 )
2024-04-26 13:02:02 +00:00
Cyrus Leung
a74dee9b62
[Bugfix] Fix parameter name in get_tokenizer ( #4107 )
2024-04-25 19:10:48 -07:00
Woosuk Kwon
468d761b32
[Misc] Reduce supported Punica dtypes ( #4304 )
2024-04-23 18:54:33 -07:00
youkaichao
91f50a6fe2
[Core][Distributed] use cpu/gloo to initialize pynccl ( #4248 )
2024-04-23 18:32:19 -07:00
Cyrus Leung
1e8f4252aa
[Bugfix][Frontend] Raise exception when file-like chat template fails to be opened ( #4292 )
2024-04-23 18:19:03 +00:00
James Fleming
2b7949c1c2
AQLM CUDA support ( #3287 )
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Co-authored-by: mgoin <michael@neuralmagic.com>
2024-04-23 13:59:33 -04:00
Cade Daniel
62b8aebc6f
[Speculative decoding 7/9] Speculative decoding end-to-end correctness tests. ( #3951 )
2024-04-23 08:02:36 +00:00
SangBin Cho
050f285ff6
[Core] Scheduling optimization 2 ( #4280 )
2024-04-23 08:02:11 +00:00
SangBin Cho
ad8d696a99
[Core] Scheduler perf fix ( #4270 )
2024-04-22 21:11:06 +00:00
GeauxEric
a37d815b83
Make initialization of tokenizer and detokenizer optional ( #3748 )
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Co-authored-by: Yun Ding <yunding@nvidia.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
2024-04-21 22:06:46 +00:00
nunjunj
91528575ec
[Frontend] multiple sampling params support ( #3570 )
2024-04-20 00:11:57 -07:00
Cody Yu
a22cdea371
[Kernel][FP8] Initial support with dynamic per-tensor scaling ( #4118 )
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Provide an initial support to FP8 computation. This PR is inspired by HuggingFace TGI: huggingface/text-generation-inference#1726
This feature can be enabled with --quantization fp8 or -q fp8 when launching an engine.
Algorithm:
We still load a model checkpoint in FP16/BF16. After the weights are loaded, Fp8LinearMethod calculates the per-tensor scaling factor of weights and quantizes the weights accordingly. The scaling factor will then be stored for future use. Meanwhile, the per-tensor scaling factor for activations is calculated in every forward pass.
Initial Results:
Currently tested Mistral-7B on 1xH100. With prompt length ~5 and decoding length 128:
BF16: 1.47s
FP8: 1.66s
I'll try to use larger models and try to find more performance bottleneck. Meanwhile, you're welcome to try this code.
2024-04-20 04:28:57 +00:00
Ayush Rautwar
138485a82d
[Bugfix] Add fix for JSON whitespace ( #4189 )
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Co-authored-by: Ubuntu <ubuntu@ip-172-31-13-147.ec2.internal>
2024-04-19 20:49:22 -07:00
Jee Li
d17c8477f1
[Bugfix] Fix LoRA loading check ( #4138 )
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Co-authored-by: simon-mo <simon.mo@hey.com>
2024-04-19 00:59:54 -07:00
youkaichao
8a7a3e4436
[Core] add an option to log every function call to for debugging hang/crash in distributed inference ( #4079 )
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Co-authored-by: Simon Mo <simon.mo@hey.com>
2024-04-18 16:15:12 -07:00
James Whedbee
e1bb2fd52d
[Bugfix] Support logprobs when using guided_json and other constrained decoding fields ( #4149 )
2024-04-18 21:12:55 +00:00
Michał Moskal
e8cc7967ff
[Bugfix][Kernel] allow non-power-of-two head sizes in prefix prefill ( #4128 )
2024-04-18 00:51:28 -07:00
Michael Goin
53b018edcb
[Bugfix] Get available quantization methods from quantization registry ( #4098 )
2024-04-18 00:21:55 -07:00
youkaichao
6dc1fc9cfe
[Core] nccl integrity check and test ( #4155 )
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[Core] Add integrity check during initialization; add test for it (#4155 )
2024-04-17 22:28:52 -07:00
Shoichi Uchinami
a53222544c
[Kernel] Add punica dimension for Swallow-MS-7B LoRA ( #4134 )
2024-04-17 10:02:45 -07:00
youkaichao
8438e0569e
[Core] RayWorkerVllm --> WorkerWrapper to reduce duplication ( #4024 )
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[Core] replace narrow-usage RayWorkerVllm to general WorkerWrapper to reduce code duplication (#4024 )
2024-04-17 08:34:33 +00:00
Cade Daniel
e95cd87959
[Speculative decoding 6/9] Integrate speculative decoding with LLMEngine ( #3894 )
2024-04-16 13:09:21 -07:00
Antoni Baum
69e1d2fb69
[Core] Refactor model loading code ( #4097 )
2024-04-16 11:34:39 -07:00
Noam Gat
05434764cd
LM Format Enforcer Guided Decoding Support ( #3868 )
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Co-authored-by: Simon Mo <simon.mo@hey.com>
2024-04-16 05:54:57 +00:00
SangBin Cho
4e7ee664e2
[Core] Fix engine-use-ray broken ( #4105 )
2024-04-16 05:24:53 +00:00
Sanger Steel
711a000255
[Frontend] [Core] feat: Add model loading using tensorizer ( #3476 )
2024-04-13 17:13:01 -07:00
Jee Li
989ae2538d
[Kernel] Add punica dimension for Baichuan-13B ( #4053 )
2024-04-13 07:55:05 -07:00
SangBin Cho
36729bac13
[Test] Test multiple attn backend for chunked prefill. ( #4023 )
2024-04-12 09:56:57 -07:00
Jee Li
1096717ae9
[Core] Support LoRA on quantized models ( #4012 )
2024-04-11 21:02:44 -07:00
Nick Hill
e46a60aa4c
[BugFix] Fix handling of stop strings and stop token ids ( #3672 )
2024-04-11 15:34:12 -07:00
Antoni Baum
1e96c3341a
Add extra punica sizes to support bigger vocabs ( #4015 )
2024-04-11 22:18:57 +00:00
Dylan Hawk
95e7d4a97c
Fix echo/logprob OpenAI completion bug ( #3441 )
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Co-authored-by: Dylan Hawk <dylanwawk@gmail.com>
2024-04-11 22:15:50 +00:00
Antoni Baum
a10d3056da
[Core] Set linear_weights directly on the layer ( #3977 )
2024-04-11 16:35:51 -04:00
Kunshang Ji
e9da5a40c6
[Misc] Add indirection layer for custom ops ( #3913 )
2024-04-10 20:26:07 -07:00
SangBin Cho
e42df7227d
[Test] Add xformer and flash attn tests ( #3961 )
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Co-authored-by: Simon Mo <simon.mo@hey.com>
2024-04-11 03:09:50 +00:00
SangBin Cho
67b4221a61
[Core][5/N] Fully working chunked prefill e2e ( #3884 )
2024-04-10 17:56:48 -07:00
youkaichao
63e7176f26
[Core][Refactor] move parallel_utils into vllm/distributed ( #3950 )
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[WIP][Core][Refactor] move vllm/model_executor/parallel_utils into vllm/distributed and vllm/device_communicators (#3950 )
2024-04-10 15:33:30 -07:00
Travis Johnson
0258b7a94b
[Bugfix] handle prompt_logprobs in _apply_min_tokens_penalty ( #3876 )
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Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com>
2024-04-10 01:39:56 -07:00
胡译文
b3104b2a10
[Bugfix] Fix logits processor when prompt_logprobs is not None ( #3899 )
2024-04-10 00:09:36 -07:00
Jee Li
11dd6ebb89
[Misc] Avoid loading incorrect LoRA config ( #3777 )
2024-04-09 19:47:15 -07:00
Cade Daniel
e7c7067b45
[Misc] [Core] Implement RFC "Augment BaseExecutor interfaces to enable hardware-agnostic speculative decoding" ( #3837 )
2024-04-09 11:44:15 -07:00
youkaichao
95baec828f
[Core] enable out-of-tree model register ( #3871 )
2024-04-06 17:11:41 -07:00
SangBin Cho
18de883489
[Chunked Prefill][4/n] Chunked prefill scheduler. ( #3853 )
2024-04-05 10:17:58 -07:00
Cade Daniel
e5043a3e75
[Misc] Add pytest marker to opt-out of global test cleanup ( #3863 )
2024-04-04 21:54:16 -07:00
Matthias Gerstgrasser
aabe8f40f2
[Core] [Frontend] Make detokenization optional ( #3749 )
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Co-authored-by: Nick Hill <nickhill@us.ibm.com>
2024-04-03 21:52:18 -07:00
Michael Feil
537ee25f43
[Core] Enable hf_transfer by default if available ( #3817 )
2024-04-04 04:02:43 +00:00
Adrian Abeyta
2ff767b513
Enable scaled FP8 (e4m3fn) KV cache on ROCm (AMD GPU) ( #3290 )
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Co-authored-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: HaiShaw <hixiao@gmail.com>
Co-authored-by: AdrianAbeyta <Adrian.Abeyta@amd.com>
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: root <root@gt-pla-u18-08.pla.dcgpu>
Co-authored-by: mawong-amd <156021403+mawong-amd@users.noreply.github.com>
Co-authored-by: ttbachyinsda <ttbachyinsda@outlook.com>
Co-authored-by: guofangze <guofangze@kuaishou.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: jacobthebanana <50071502+jacobthebanana@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2024-04-03 14:15:55 -07:00
SangBin Cho
3dcb3e8b98
[3/N] Refactor scheduler for chunked prefill scheduling ( #3550 )
2024-04-03 14:13:49 -07:00
Cade Daniel
5757d90e26
[Speculative decoding] Adding configuration object for speculative decoding ( #3706 )
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Co-authored-by: Lily Liu <lilyliupku@gmail.com>
2024-04-03 00:40:57 +00:00
Cade Daniel
eb69d68804
[Misc] [CI/Build] Speed up block manager CPU-only unit tests ~10x by opting-out of GPU cleanup ( #3783 )
2024-04-02 00:49:51 +00:00
Qubitium
7d4e1b85e7
[Misc] Add support for new autogptq checkpoint_format ( #3689 )
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Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
2024-04-01 19:32:01 -04:00
Cade Daniel
93deb0b38f
[Speculative decoding 4/9] Lookahead scheduling for speculative decoding ( #3250 )
2024-04-01 22:55:24 +00:00
Nick Hill
49782fcb76
[Misc] Some minor simplifications to detokenization logic ( #3670 )
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Some simplifications made for clarity.
Also moves detokenization-related functions from tokenizer.py to detokenizer.py.
2024-04-01 13:22:06 -07:00
Robert Shaw
563c1d7ec5
[CI/Build] Make Marlin Tests Green ( #3753 )
2024-03-30 19:18:34 -07:00
mawong-amd
b6d103542c
[Kernel] Layernorm performance optimization ( #3662 )
2024-03-30 14:26:38 -07:00
Roy
f510395bbf
[BugFix][Frontend] Fix completion logprobs=0 error ( #3731 )
2024-03-29 09:38:21 -07:00
Roy
6110c39dc8
[BugFix] Fix tokenizer out of vocab size ( #3685 )
2024-03-29 08:18:59 -07:00
youkaichao
756b30a5f3
[Core][Test] move local_rank to the last arg with default value( #3711 )
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[Core][Test] move local_rank to the last arg with default value to keep api compatible (#3711 )
2024-03-28 21:19:45 -07:00
SangBin Cho
26422e477b
[Test] Make model tests run again and remove --forked from pytest ( #3631 )
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Co-authored-by: Simon Mo <simon.mo@hey.com>
2024-03-28 21:06:40 -07:00
Roy
515386ef3c
[Core] Support multi-node inference(eager and cuda graph) ( #3686 )
2024-03-28 15:01:55 -07:00
SangBin Cho
b51c1cc9d2
[2/N] Chunked prefill data update ( #3538 )
2024-03-28 10:06:01 -07:00
Cade Daniel
14ccd94c89
[Core][Bugfix]Refactor block manager for better testability ( #3492 )
2024-03-27 23:59:28 -07:00
Roger Wang
45b6ef6513
feat(benchmarks): Add Prefix Caching Benchmark to Serving Benchmark ( #3277 )
2024-03-27 13:39:26 -07:00
youkaichao
8f44facddd
[Core] remove cupy dependency ( #3625 )
2024-03-27 00:33:26 -07:00
Jee Li
566b57c5c4
[Kernel] support non-zero cuda devices in punica kernels ( #3636 )
2024-03-27 00:37:42 +00:00
Jee Li
8af890a865
Enable more models to inference based on LoRA ( #3382 )
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Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
2024-03-25 18:09:31 -07:00
Nick Hill
dfeb2ecc3a
[Misc] Include matched stop string/token in responses ( #2976 )
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Co-authored-by: Sahil Suneja <sahilsuneja@gmail.com>
2024-03-25 17:31:32 -07:00
xwjiang2010
64172a976c
[Feature] Add vision language model support. ( #3042 )
2024-03-25 14:16:30 -07:00
Simon Mo
f408d05c52
hotfix isort on logprobs ranks pr ( #3622 )
2024-03-25 11:55:46 -07:00
Dylan Hawk
0b4997e05c
[Bugfix] API stream returning two stops ( #3450 )
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Co-authored-by: Dylan Hawk <dylanwawk@gmail.com>
2024-03-25 10:14:34 -07:00
Travis Johnson
c13ad1b7bd
feat: implement the min_tokens sampling parameter ( #3124 )
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Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com>
Co-authored-by: Nick Hill <nickhill@us.ibm.com>
2024-03-25 10:14:26 -07:00
Swapnil Parekh
819924e749
[Core] Adding token ranks along with logprobs ( #3516 )
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Co-authored-by: Swapnil Parekh <swapnilp@ibm.com>
2024-03-25 10:13:10 -07:00
SangBin Cho
01bfb22b41
[CI] Try introducing isort. ( #3495 )
2024-03-25 07:59:47 -07:00
Woosuk Kwon
925f3332ca
[Core] Refactor Attention Take 2 ( #3462 )
2024-03-25 04:39:33 +00:00
youkaichao
837e185142
[CI/Build] fix flaky test ( #3602 )
2024-03-24 17:43:05 -07:00
youkaichao
8b268a46a7
[CI] typo fix: is_hip --> is_hip() ( #3595 )
2024-03-24 16:03:06 -07:00
Nick Hill
41deac4a3d
[BugFix] 1D query fix for MoE models ( #3597 )
2024-03-24 16:00:16 -07:00
Antoni Baum
bfdb1ba5c3
[Core] Improve detokenization performance for prefill ( #3469 )
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Co-authored-by: MeloYang <meloyang05@gmail.com>
2024-03-22 13:44:12 -07:00
Thomas Parnell
cf2f084d56
Dynamic scheduler delay to improve ITL performance ( #3279 )
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Co-authored-by: Jan van Lunteren <jvl@zurich.ibm.com>
2024-03-22 12:28:14 -07:00
Zhuohan Li
e90fc21f2e
[Hardware][Neuron] Refactor neuron support ( #3471 )
2024-03-22 01:22:17 +00:00
Roy
ea5f14e6ff
[Bugfix][Model] Fix Qwen2 ( #3554 )
2024-03-22 00:18:58 +00:00
Roy
f1c0fc3919
Migrate logits computation and gather to model_runner ( #3233 )
2024-03-20 23:25:01 +00:00
SangBin Cho
6e435de766
[1/n][Chunked Prefill] Refactor input query shapes ( #3236 )
2024-03-20 14:46:05 -07:00
Antoni Baum
426ec4ec67
[1/n] Triton sampling kernel ( #3186 )
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Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
2024-03-20 14:45:08 -07:00
Woosuk Kwon
5ee14494e4
[Misc] Remove cache stream and cache events ( #3461 )
2024-03-20 00:38:53 -07:00
ElizaWszola
9474e89ba4
[PREFIX CACHING FOLLOW UP] A bunch of fixes to block allocator performance when automatic prefix caching is disabled ( #3357 )
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Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
2024-03-20 00:11:11 -07:00
Robert Shaw
097aa0ea22
[CI/Build] Fix Bad Import In Test ( #3473 )
2024-03-18 20:28:00 +00:00
Simon Mo
120157fd2a
Support arbitrary json_object in OpenAI and Context Free Grammar ( #3211 )
2024-03-16 13:35:27 -07:00
simon-mo
ad50bf4b25
fix lint
2024-03-15 22:23:38 -07:00
Tao He
3123f15138
Fixes the incorrect argument in the prefix-prefill test cases ( #3246 )
2024-03-15 20:58:10 -07:00
Antoni Baum
fb96c1e98c
Asynchronous tokenization ( #2879 )
2024-03-15 23:37:01 +00:00
陈序
54be8a0be2
Fix assertion failure in Qwen 1.5 with prefix caching enabled ( #3373 )
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Co-authored-by: Cade Daniel <edacih@gmail.com>
2024-03-14 13:56:57 -07:00
Terry
7e9bd08f60
Add batched RoPE kernel ( #3095 )
2024-03-13 13:45:26 -07:00
Or Sharir
ae0ccb4017
Add missing kernel for CodeLlama-34B on A/H100 (no tensor parallelism) when using Multi-LoRA. ( #3350 )
2024-03-13 12:18:25 -07:00
Woosuk Kwon
602358f8a8
Add kernel for GeGLU with approximate GELU ( #3337 )
2024-03-12 22:06:17 -07:00
Breno Faria
49a3c8662b
Fixes #1556 double free ( #3347 )
2024-03-13 00:30:08 +00:00
Zhuohan Li
4c922709b6
Add distributed model executor abstraction ( #3191 )
2024-03-11 11:03:45 -07:00
Zhuohan Li
2f8844ba08
Re-enable the 80 char line width limit ( #3305 )
2024-03-10 19:49:14 -07:00
Roy
9e8744a545
[BugFix] Fix get tokenizer when using ray ( #3301 )
2024-03-10 19:17:16 -07:00
Terry
0bba88df03
Enhance lora tests with more layer and rank variations ( #3243 )
2024-03-09 17:14:16 -08:00
Cade Daniel
8437bae6ef
[Speculative decoding 3/9] Worker which speculates, scores, and applies rejection sampling ( #3103 )
2024-03-08 23:32:46 -08:00
ElizaWszola
b35cc93420
Fix auto prefix bug ( #3239 )
2024-03-07 16:37:28 -08:00
jacobthebanana
8cbba4622c
Possible fix for conflict between Automated Prefix Caching ( #2762 ) and multi-LoRA support ( #1804 ) ( #3263 )
2024-03-07 23:03:22 +00:00
Woosuk Kwon
2daf23ab0c
Separate attention backends ( #3005 )
2024-03-07 01:45:50 -08:00
Cade Daniel
a33ce60c66
[Testing] Fix core tests ( #3224 )
2024-03-06 01:04:23 -08:00
SangBin Cho
24aecf421a
[Tests] Add block manager and scheduler tests ( #3108 )
2024-03-05 18:23:34 -08:00
Nick Hill
8999ec3c16
Store eos_token_id in Sequence for easy access ( #3166 )
2024-03-05 15:35:43 -08:00
Antoni Baum
ff578cae54
Add health check, make async Engine more robust ( #3015 )
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Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
2024-03-04 22:01:40 +00:00
Antoni Baum
22de45235c
Push logprob generation to LLMEngine ( #3065 )
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Co-authored-by: Avnish Narayan <avnish@anyscale.com>
2024-03-04 19:54:06 +00:00
Sage Moore
ce4f5a29fb
Add Automatic Prefix Caching ( #2762 )
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Co-authored-by: ElizaWszola <eliza@neuralmagic.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
2024-03-02 00:50:01 -08:00
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
