b12518d3cf
[Model] MLPSpeculator speculative decoding support ( #4947 )
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com >
Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com >
Co-authored-by: Nick Hill <nickhill@us.ibm.com >
Co-authored-by: Davis Wertheimer <Davis.Wertheimer@ibm.com >
2024-06-20 20:23:12 -04:00
8065a7e220
[Frontend] Add FlexibleArgumentParser to support both underscore and dash in names ( #5718 )
2024-06-20 17:00:13 -06:00
7d46c8d378
[Bugfix] Fix sampling_params passed incorrectly in Phi3v example ( #5684 )
2024-06-19 17:58:32 +08:00
7879f24dcc
[Misc] Add OpenTelemetry support ( #4687 )
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This PR adds basic support for OpenTelemetry distributed tracing.
It includes changes to enable tracing functionality and improve monitoring capabilities.
I've also added a markdown with print-screens to guide users how to use this feature. You can find it here
2024-06-19 01:17:03 +09:00
daef218b55
[Model] Initialize Phi-3-vision support ( #4986 )
2024-06-17 19:34:33 -07:00
0e9164b40a
[mypy] Enable type checking for test directory ( #5017 )
2024-06-15 04:45:31 +00:00
d74674bbd9
[Misc] Fix arg names ( #5524 )
2024-06-14 09:47:44 -07:00
55d6361b13
[Misc] Fix arg names in quantizer script ( #5507 )
2024-06-13 19:02:53 -07:00
51602eefd3
[Frontend] [Core] Support for sharded tensorized models ( #4990 )
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Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com >
Co-authored-by: Sanger Steel <sangersteel@gmail.com >
Co-authored-by: Roger Wang <ywang@roblox.com >
2024-06-12 14:13:52 -07:00
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
bd0e7802e0
[Bugfix] Add warmup for prefix caching example ( #5235 )
2024-06-03 19:36:41 -07:00
7a64d24aad
[Core] Support image processor ( #4197 )
2024-06-02 22:56:41 -07:00
c2d6d2f960
[Bugfix]: Fix issues related to prefix caching example ( #5177 ) ( #5180 )
2024-06-01 15:53:52 -07:00
b9c0605a8e
[Feature][Kernel] Support bitsandbytes quantization and QLoRA ( #4776 )
2024-06-01 14:51:10 -06:00
ae495c74ea
[Doc]Replace deprecated flag in readme ( #4526 )
2024-05-29 22:26:33 +00:00
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
c5711ef985
[Doc] Update Ray Data distributed offline inference example ( #4871 )
2024-05-17 10:52:11 -07:00
dbc0754ddf
[docs] Fix typo in examples filename openi -> openai ( #4864 )
2024-05-17 00:42:17 +09:00
30e754390c
[Core] Implement sharded state loader ( #4690 )
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Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu >
2024-05-15 22:11:54 -07:00
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
8bc68e198c
[Frontend] [Core] perf: Automatically detect vLLM-tensorized model, update tensorizer to version 2.9.0 ( #4208 )
2024-05-13 14:57:07 -07:00
e254497b66
[Model][Misc] Add e5-mistral-7b-instruct and Embedding API ( #3734 )
2024-05-11 11:30:37 -07:00
ebce310b74
[Model] Snowflake arctic model implementation ( #4652 )
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Co-authored-by: Dash Desai <1723932+iamontheinet@users.noreply.github.com >
Co-authored-by: Aurick Qiao <qiao@aurick.net >
Co-authored-by: Aurick Qiao <aurick.qiao@snowflake.com >
Co-authored-by: Aurick Qiao <aurickq@users.noreply.github.com >
Co-authored-by: Cody Yu <hao.yu.cody@gmail.com >
2024-05-09 22:37:14 +00:00
cea64430f6
[Bugfix] Update grafana.json ( #4711 )
2024-05-09 10:10:13 -07:00
b8afa8b95a
[MISC] Rework logger to enable pythonic custom logging configuration to be provided ( #4273 )
2024-05-01 17:34:40 -07:00
bf480c5302
Add more Prometheus metrics ( #2764 )
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Co-authored-by: Robert Shaw <114415538+robertgshaw2-neuralmagic@users.noreply.github.com >
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com >
2024-04-28 15:59:33 -07:00
2b7949c1c2
AQLM CUDA support ( #3287 )
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Co-authored-by: mgoin <michael@neuralmagic.com >
2024-04-23 13:59:33 -04:00
3d925165f2
Add example scripts to documentation ( #4225 )
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Co-authored-by: Harry Mellor <hmellor@oxts.com >
2024-04-22 16:36:54 +00:00
69e1d2fb69
[Core] Refactor model loading code ( #4097 )
2024-04-16 11:34:39 -07:00
d619ae2d19
[Doc] Add better clarity for tensorizer usage ( #4090 )
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Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com >
2024-04-15 13:28:25 -07:00
711a000255
[Frontend] [Core] feat: Add model loading using tensorizer ( #3476 )
2024-04-13 17:13:01 -07:00
e0dd4d3589
[Misc] Fix linter issues in examples/fp8/quantizer/quantize.py ( #3864 )
2024-04-04 21:57:33 -07:00
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
c0935c96d3
[Bugfix] Set enable_prefix_caching=True in prefix caching example ( #3703 )
2024-03-28 16:26:30 -07:00
a4075cba4d
[CI] Add test case to run examples scripts ( #3638 )
2024-03-28 14:36:10 -07:00
64172a976c
[Feature] Add vision language model support. ( #3042 )
2024-03-25 14:16:30 -07:00
01bfb22b41
[CI] Try introducing isort. ( #3495 )
2024-03-25 07:59:47 -07:00
e90fc21f2e
[Hardware][Neuron] Refactor neuron support ( #3471 )
2024-03-22 01:22:17 +00:00
8e67598aa6
[Misc] fix line length for entire codebase ( #3444 )
2024-03-16 00:36:29 -07:00
cf6ff18246
Fix Baichuan chat template ( #3340 )
2024-03-15 21:02:12 -07:00
253a98078a
Add chat templates for ChatGLM ( #3418 )
2024-03-14 23:19:22 -07:00
21539e6856
Add chat templates for Falcon ( #3420 )
2024-03-14 23:19:02 -07:00
a37415c31b
allow user to chose which vllm's merics to display in grafana ( #3393 )
2024-03-14 06:35:13 +00:00
654865e21d
Support Mistral Model Inference with transformers-neuronx ( #3153 )
2024-03-11 13:19:51 -07:00
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
3b7178cfa4
[Neuron] Support inference with transformers-neuronx ( #2569 )
2024-02-28 09:34:34 -08:00
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
4abf6336ec
Add one example to run batch inference distributed on Ray ( #2696 )
2024-02-02 15:41:42 -08:00
93b38bea5d
Refactor Prometheus and Add Request Level Metrics ( #2316 )
2024-01-31 14:58:07 -08:00
1e4277d2d1
lint: format all python file instead of just source code ( #2567 )
2024-01-23 15:53:06 -08:00
Joshua Rosenkranz