Peter Salas
1ca0d4f86b
[Model] Add UltravoxModel and UltravoxConfig ( #7615 )
2024-08-21 22:49:39 +00:00
Robert Shaw
970dfdc01d
[Frontend] Improve Startup Failure UX ( #7716 )
2024-08-21 19:53:01 +00:00
Robert Shaw
f7e3b0c5aa
[Bugfix][Frontend] Fix Issues Under High Load With zeromq Frontend ( #7394 )
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Co-authored-by: Nick Hill <nickhill@us.ibm.com>
2024-08-21 13:34:14 -04:00
Cyrus Leung
baaedfdb2d
[mypy] Enable following imports for entrypoints ( #7248 )
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Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Fei <dfdfcai4@gmail.com>
2024-08-20 23:28:21 -07:00
Robert Shaw
e3b318216d
[ Bugfix ] Fix Prometheus Metrics With zeromq Frontend ( #7279 )
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Co-authored-by: Nick Hill <nickhill@us.ibm.com>
2024-08-18 20:19:48 +00:00
Roger Wang
bbf55c4805
[VLM] Refactor MultiModalConfig initialization and profiling ( #7530 )
2024-08-17 13:30:55 -07:00
nunjunj
3b19e39dc5
Chat method for offline llm ( #5049 )
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Co-authored-by: nunjunj <ray@g-3ff9f30f2ed650001.c.vllm-405802.internal>
Co-authored-by: nunjunj <ray@g-1df6075697c3f0001.c.vllm-405802.internal>
Co-authored-by: nunjunj <ray@g-c5a2c23abc49e0001.c.vllm-405802.internal>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
2024-08-15 19:41:34 -07:00
Grant Pinkert
f878c8feb0
[Feature]: Add OpenAI server prompt_logprobs support #6508 ( #7453 )
2024-08-16 02:38:08 +00:00
youkaichao
16422ea76f
[misc][plugin] add plugin system implementation ( #7426 )
2024-08-13 16:24:17 -07:00
youkaichao
33e5d7e6b6
[frontend] spawn engine process from api server process ( #7484 )
2024-08-13 15:40:17 -07:00
Peter Salas
00c3d68e45
[Frontend][Core] Add plumbing to support audio language models ( #7446 )
2024-08-13 17:39:33 +00:00
Cyrus Leung
7025b11d94
[Bugfix] Fix weight loading for Chameleon when TP>1 ( #7410 )
2024-08-13 05:33:41 +00:00
Andrew Wang
97a6be95ba
[Misc] improve logits processors logging message ( #7435 )
2024-08-13 02:29:34 +00:00
Pooya Davoodi
249b88228d
[Frontend] Support embeddings in the run_batch API ( #7132 )
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Co-authored-by: Simon Mo <simon.mo@hey.com>
2024-08-09 09:48:21 -07:00
Cyrus Leung
7eb4a51c5f
[Core] Support serving encoder/decoder models ( #7258 )
2024-08-09 10:39:41 +08:00
Joe Runde
21b9c49aa3
[Frontend] Kill the server on engine death ( #6594 )
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Signed-off-by: Joe Runde <joe@joerun.de>
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
2024-08-08 09:47:48 -07:00
Maximilien de Bayser
fde47d3bc2
[BugFix] Fix frontend multiprocessing hang ( #7217 )
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Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-neuralmagic@users.noreply.github.com>
2024-08-07 18:09:36 +00:00
Cyrus Leung
66d617e343
[Frontend] Gracefully handle missing chat template and fix CI failure ( #7238 )
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Co-authored-by: Roger Wang <ywang@roblox.com>
2024-08-07 09:12:05 +00:00
youkaichao
dfb1a15dcb
[ci][frontend] deduplicate tests ( #7101 )
2024-08-05 15:59:22 -07:00
Yihuan Bu
654bc5ca49
Support for guided decoding for offline LLM ( #6878 )
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Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2024-08-04 03:12:09 +00:00
Robert Shaw
ed812a73fa
[ Frontend ] Multiprocessing for OpenAI Server with zeromq ( #6883 )
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Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
Co-authored-by: Joe Runde <Joseph.Runde@ibm.com>
Co-authored-by: Joe Runde <joe@joerun.de>
Co-authored-by: Nick Hill <nickhill@us.ibm.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
2024-08-02 18:27:28 -07:00
youkaichao
806949514a
[ci] set timeout for test_oot_registration.py ( #7082 )
2024-08-02 10:03:24 -07:00
zifeitong
3c10591ef2
[Bugfix] Set SamplingParams.max_tokens for OpenAI requests if not provided by user ( #6954 )
2024-07-31 21:13:34 -07:00
Nick Hill
9f69d8245a
[Frontend] New allowed_token_ids decoding request parameter ( #6753 )
2024-07-29 23:37:27 +00:00
Chang Su
316a41ac1d
[Bugfix] Fix encoding_format in examples/openai_embedding_client.py ( #6755 )
2024-07-24 22:48:07 -07:00
Evan Z. Liu
5689e256ba
[Frontend] Represent tokens with identifiable strings ( #6626 )
2024-07-25 09:51:00 +08:00
Yehoshua Cohen
58f53034ad
[Frontend] Add Usage data in each chunk for chat_serving. #6540 ( #6652 )
2024-07-23 11:41:55 -07:00
Cyrus Leung
97234be0ec
[Misc] Manage HTTP connections in one place ( #6600 )
2024-07-22 21:32:02 -07:00
Cyrus Leung
739b61a348
[Frontend] Refactor prompt processing ( #4028 )
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Co-authored-by: Roger Wang <ywang@roblox.com>
2024-07-22 10:13:53 -07:00
Cyrus Leung
6366efc67b
[Bugfix][Frontend] Fix missing /metrics endpoint ( #6463 )
2024-07-19 03:55:13 +00:00
Nick Hill
e2fbaee725
[BugFix][Frontend] Use LoRA tokenizer in OpenAI APIs ( #6227 )
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Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2024-07-18 15:13:30 +08:00
Cyrus Leung
5bf35a91e4
[Doc][CI/Build] Update docs and tests to use vllm serve ( #6431 )
2024-07-17 07:43:21 +00:00
sasha0552
7a3d2a5b95
[Frontend] Support for chat completions input in the tokenize endpoint ( #5923 )
2024-07-16 20:18:09 +08:00
Joe
d92b3c5cde
[Bugfix][CI/Build] Test prompt adapters in openai entrypoint tests ( #6419 )
2024-07-15 18:54:15 -07:00
zifeitong
b47008b4d2
[BugFix] BatchResponseData body should be optional ( #6345 )
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Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2024-07-15 04:06:09 +00:00
youkaichao
41708e5034
[ci] try to add multi-node tests ( #6280 )
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Signed-off-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
Co-authored-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
2024-07-12 21:51:48 -07:00
Yihuan Bu
b039cbbce3
[Misc] add fixture to guided processor tests ( #6341 )
2024-07-12 09:55:39 -07:00
jvlunteren
f1e15da6fe
[Frontend] Continuous usage stats in OpenAI completion API ( #5742 )
2024-07-05 10:37:09 -07:00
xwjiang2010
d9e98f42e4
[vlm] Remove vision language config. ( #6089 )
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Signed-off-by: Xiaowei Jiang <xwjiang2010@gmail.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
2024-07-03 22:14:16 +00:00
SangBin Cho
d18bab3587
[CI] Fix base url doesn't strip "/" ( #6087 )
2024-07-02 21:31:25 -07:00
Murali Andoorveedu
c5832d2ae9
[Core] Pipeline Parallel Support ( #4412 )
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Signed-off-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
2024-07-02 10:58:08 -07:00
xwjiang2010
98d6682cd1
[VLM] Remove image_input_type from VLM config ( #5852 )
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Signed-off-by: Xiaowei Jiang <xwjiang2010@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
2024-07-02 07:57:09 +00:00
llmpros
c6c240aa0a
[Frontend]: Support base64 embedding ( #5935 )
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Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2024-06-30 23:53:00 +08:00
Cyrus Leung
9d47f64eb6
[CI/Build] [3/3] Reorganize entrypoints tests ( #5966 )
2024-06-30 12:58:49 +08:00
Matt Wong
9def10664e
[Bugfix][CI/Build][Hardware][AMD] Install matching torchvision to fix AMD tests ( #5949 )
2024-06-29 12:47:58 -07:00
Cyrus Leung
3b752a6555
[CI/Build] [2/3] Reorganize entrypoints tests ( #5904 )
2024-06-28 07:59:18 -07:00
Cyrus Leung
e9d32d077d
[CI/Build] [1/3] Reorganize entrypoints tests ( #5526 )
2024-06-27 12:43:17 +00:00
sasha0552
c54269d967
[Frontend] Add tokenize/detokenize endpoints ( #5054 )
2024-06-26 16:54:22 +00:00
Matt Wong
dd793d1de5
[Hardware][AMD][CI/Build][Doc] Upgrade to ROCm 6.1, Dockerfile improvements, test fixes ( #5422 )
2024-06-25 15:56:15 -07:00
Cyrus Leung
81fbb3655f
[CI/Build] Test both text and token IDs in batched OpenAI Completions API ( #5568 )
2024-06-15 07:29:42 -04:00
Cyrus Leung
0e9164b40a
[mypy] Enable type checking for test directory ( #5017 )
2024-06-15 04:45:31 +00:00
Cyrus Leung
39873476f8
[CI/Build] Simplify OpenAI server setup in tests ( #5100 )
2024-06-13 11:21:53 -07:00
Cyrus Leung
640052b069
[Bugfix][Frontend] Cleanup "fix chat logprobs" ( #5026 )
2024-06-10 22:36:46 -07:00
maor-ps
351d5e7b82
[Bugfix] OpenAI entrypoint limits logprobs while ignoring server defined --max-logprobs ( #5312 )
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Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
2024-06-11 10:30:31 +08:00
Itay Etelis
774d1035e4
[Feature][Frontend]: Continued stream_options implementation also in CompletionRequest ( #5319 )
2024-06-10 14:22:09 +00:00
Roger Wang
7a9cb294ae
[Frontend] Add OpenAI Vision API Support ( #5237 )
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Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
2024-06-07 11:23:32 -07:00
Itay Etelis
baa15a9ec3
[Feature][Frontend]: Add support for stream_options in ChatCompletionRequest ( #5135 )
2024-06-07 03:29:24 +00:00
Matthew Goldey
828da0d44e
[Frontend] enable passing multiple LoRA adapters at once to generate() ( #5300 )
2024-06-06 15:48:13 -05:00
Breno Faria
7b0a0dfb22
[Frontend][Core] Update Outlines Integration from FSM to Guide ( #4109 )
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Co-authored-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: Breno Faria <breno.faria@intrafind.com>
2024-06-05 16:49:12 -07:00
Toshiki Kataoka
06b2550cbb
[Bugfix] Support prompt_logprobs==0 ( #5217 )
2024-06-03 17:59:30 -07:00
Breno Faria
f775a07e30
[FRONTEND] OpenAI tools support named functions ( #5032 )
2024-06-03 18:25:29 -05:00
Breno Faria
87d41c849d
[BUGFIX] [FRONTEND] Correct chat logprobs ( #5029 )
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Co-authored-by: Breno Faria <breno.faria@intrafind.com>
2024-05-30 02:52:14 -07:00
Cyrus Leung
5ae5ed1e60
[Core] Consolidate prompt arguments to LLM engines ( #4328 )
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Co-authored-by: Roger Wang <ywang@roblox.com>
2024-05-28 13:29:31 -07:00
Alex Wu
52f8107cf2
[Frontend] Support OpenAI batch file format ( #4794 )
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Co-authored-by: Robert Shaw <114415538+robertgshaw2-neuralmagic@users.noreply.github.com>
2024-05-15 19:13:36 -04:00
Cyrus Leung
fc0d9dfc3a
[Frontend] Re-enable custom roles in Chat Completions API ( #4758 )
2024-05-15 14:58:46 -07:00
Cyrus Leung
350f9e107f
[CI/Build] Move test_utils.py to tests/utils.py ( #4425 )
...
Since #4335 was merged, I've noticed that the definition of ServerRunner in the tests is the same as in the test for OpenAI API. I have moved the class to the test utilities to avoid code duplication. (Although it only has been repeated twice so far, I will add another similar test suite in #4200 which would duplicate the code a third time)
Also, I have moved the test utilities file (test_utils.py) to under the test directory (tests/utils.py), since none of its code is actually used in the main package. Note that I have added __init__.py to each test subpackage and updated the ray.init() call in the test utilities file in order to relative import tests/utils.py.
2024-05-13 23:50:09 +09:00
Chang Su
e254497b66
[Model][Misc] Add e5-mistral-7b-instruct and Embedding API ( #3734 )
2024-05-11 11:30:37 -07:00
Cyrus Leung
f12b20decc
[Frontend] Move async logic outside of constructor ( #4674 )
2024-05-08 22:48:33 -07:00
Sebastian Schoennenbeck
f8e7adda21
Fix/async chat serving ( #2727 )
2024-05-03 11:04:14 -07:00
sasha0552
c47ba4aaa9
[Bugfix] Add validation for seed ( #4529 )
2024-05-01 19:31:22 +00:00
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
Cyrus Leung
8947bc3c15
[Frontend][Bugfix] Disallow extra fields in OpenAI API ( #4355 )
2024-04-27 05:08:24 +00:00
nunjunj
91528575ec
[Frontend] multiple sampling params support ( #3570 )
2024-04-20 00:11:57 -07:00
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
James Whedbee
e1bb2fd52d
[Bugfix] Support logprobs when using guided_json and other constrained decoding fields ( #4149 )
2024-04-18 21:12:55 +00:00
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
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
SangBin Cho
67b4221a61
[Core][5/N] Fully working chunked prefill e2e ( #3884 )
2024-04-10 17:56:48 -07:00
youkaichao
95baec828f
[Core] enable out-of-tree model register ( #3871 )
2024-04-06 17:11:41 -07:00
Roy
f510395bbf
[BugFix][Frontend] Fix completion logprobs=0 error ( #3731 )
2024-03-29 09:38:21 -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
SangBin Cho
01bfb22b41
[CI] Try introducing isort. ( #3495 )
2024-03-25 07:59:47 -07:00
Simon Mo
120157fd2a
Support arbitrary json_object in OpenAI and Context Free Grammar ( #3211 )
2024-03-16 13:35:27 -07:00
Zhuohan Li
2f8844ba08
Re-enable the 80 char line width limit ( #3305 )
2024-03-10 19:49:14 -07:00
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
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
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
jvmncs
8f36444c4f
multi-LoRA as extra models in OpenAI server ( #2775 )
...
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
Simon Mo
3a7dd7e367
Support Batch Completion in Server ( #2529 )
2024-01-24 17:11:07 -08:00
Simon Mo
dd7e8f5f64
refactor complemention api for readability ( #2499 )
2024-01-18 16:45:14 -08:00
FlorianJoncour
14cc317ba4
OpenAI Server refactoring ( #2360 )
2024-01-16 21:33:14 -08:00
