42c7f66a38
[Core] Support dynamically loading Lora adapter from HuggingFace ( #6234 )
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Co-authored-by: Antoni Baum <antoni.baum@protonmail.com >
2024-07-22 15:42:40 -07:00
4d6ada947c
[CORE] Adding support for insertion of soft-tuned prompts ( #4645 )
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Co-authored-by: Swapnil Parekh <swapnilp@ibm.com >
Co-authored-by: Joe G <joseph.granados@h2o.ai >
Co-authored-by: Antoni Baum <antoni.baum@protonmail.com >
2024-07-09 13:26:36 -07:00
ee93f4f92a
[CORE] Quantized lm-head Framework ( #4442 )
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Co-authored-by: Robert Shaw <rshaw@neuralmagic.com >
Co-authored-by: ZX <zx@lbx.dev >
2024-07-02 22:25:17 +00:00
f5e73c9f1b
[Lora] Use safetensor keys instead of adapter_config.json to find unexpected modules. ( #5909 )
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Co-authored-by: sang <sangcho@anyscale.com >
2024-06-30 17:11:15 +00:00
Joe Runde and GitHub
ba4994443a
[Kernel] Add punica dimensions for Granite 3b and 8b ( #5930 )
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Signed-off-by: Joe Runde <joe@joerun.de >
2024-06-29 10:48:25 +08:00
rohithkrn and GitHub
f5dda63eb5
[LoRA] Add support for pinning lora adapters in the LRU cache ( #5603 )
2024-06-21 15:42:46 -07:00
67005a07bc
[Bugfix] Add fully sharded layer for QKVParallelLinearWithLora ( #5665 )
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Co-authored-by: Antoni Baum <antoni.baum@protonmail.com >
2024-06-21 04:46:28 +00:00
Jinzhen Lin and GitHub
1f5674218f
[Kernel] Add punica dimension for Qwen2 LoRA ( #5441 )
2024-06-20 17:55:41 -07:00
sergey-tinkoff and GitHub
07feecde1a
[Model] LoRA support added for command-r ( #5178 )
2024-06-18 11:01:21 -07:00
Joe Runde and GitHub
5002175e80
[Kernel] Add punica dimensions for Granite 13b ( #5559 )
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Signed-off-by: Joe Runde <Joseph.Runde@ibm.com >
2024-06-18 03:54:11 +00:00
Cyrus Leung and GitHub
0e9164b40a
[mypy] Enable type checking for test directory ( #5017 )
2024-06-15 04:45:31 +00:00
youkaichao and GitHub
ea3890a5f0
[Core][Distributed] code deduplication in tp&pp with coordinator( #5293 )
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[Core][Distributed] add coordinator to reduce code duplication in tp and pp (#5293 )
2024-06-12 17:27:08 -07:00
Cyrus Leung and GitHub
0bfa1c4f13
[Misc] Improve error message when LoRA parsing fails ( #5194 )
2024-06-10 19:38:49 +08:00
Antoni Baum and GitHub
ccdc490dda
[Core] Change LoRA embedding sharding to support loading methods ( #5038 )
2024-06-06 19:07:57 -07:00
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
raywanb and GitHub
97b030005c
[Model] LoRA gptbigcode implementation ( #3949 )
2024-05-22 13:58:59 -07:00
SangBin Cho and GitHub
c74c913bfb
[misc] remove comments that were supposed to be removed ( #4977 )
2024-05-22 09:02:58 -04:00
Isotr0py and GitHub
f12c3b5b3d
[Model] Add Phi-2 LoRA support ( #4886 )
2024-05-21 14:24:17 +09:00
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
8435b207af
[Kernel] Add punica dimension for Qwen1.5-32B LoRA ( #4850 )
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Co-authored-by: Silencio <silencio@adsl-99-6-187-6.dsl.irvnca.sbcglobal.net >
2024-05-16 11:16:09 -07:00
676a99982f
[Core] Add MultiprocessingGPUExecutor ( #4539 )
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Co-authored-by: SAHIL SUNEJA <suneja@us.ibm.com >
2024-05-14 10:38:59 -07:00
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
Woosuk Kwon and GitHub
468d761b32
[Misc] Reduce supported Punica dtypes ( #4304 )
2024-04-23 18:54:33 -07:00
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
Shoichi Uchinami and GitHub
a53222544c
[Kernel] Add punica dimension for Swallow-MS-7B LoRA ( #4134 )
2024-04-17 10:02:45 -07:00
Antoni Baum and GitHub
69e1d2fb69
[Core] Refactor model loading code ( #4097 )
2024-04-16 11:34:39 -07:00
Jee Li and GitHub
989ae2538d
[Kernel] Add punica dimension for Baichuan-13B ( #4053 )
2024-04-13 07:55:05 -07:00
Jee Li and GitHub
1096717ae9
[Core] Support LoRA on quantized models ( #4012 )
2024-04-11 21:02:44 -07:00
Antoni Baum and GitHub
1e96c3341a
Add extra punica sizes to support bigger vocabs ( #4015 )
2024-04-11 22:18:57 +00:00
youkaichao and GitHub
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
Jee Li and GitHub
11dd6ebb89
[Misc] Avoid loading incorrect LoRA config ( #3777 )
2024-04-09 19:47:15 -07:00
Cade Daniel and GitHub
e7c7067b45
[Misc] [Core] Implement RFC "Augment BaseExecutor interfaces to enable hardware-agnostic speculative decoding" ( #3837 )
2024-04-09 11:44:15 -07:00
Jee Li and GitHub
566b57c5c4
[Kernel] support non-zero cuda devices in punica kernels ( #3636 )
2024-03-27 00:37:42 +00:00
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
SangBin Cho and GitHub
01bfb22b41
[CI] Try introducing isort. ( #3495 )
2024-03-25 07:59:47 -07:00
Zhuohan Li and GitHub
e90fc21f2e
[Hardware][Neuron] Refactor neuron support ( #3471 )
2024-03-22 01:22:17 +00:00
Roy and GitHub
f1c0fc3919
Migrate logits computation and gather to model_runner ( #3233 )
2024-03-20 23:25:01 +00:00
SangBin Cho and GitHub
6e435de766
[1/n][Chunked Prefill] Refactor input query shapes ( #3236 )
2024-03-20 14:46:05 -07:00
Antoni Baum and GitHub
fb96c1e98c
Asynchronous tokenization ( #2879 )
2024-03-15 23:37:01 +00:00
Or Sharir and GitHub
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
Zhuohan Li and GitHub
4c922709b6
Add distributed model executor abstraction ( #3191 )
2024-03-11 11:03:45 -07:00
Zhuohan Li and GitHub
2f8844ba08
Re-enable the 80 char line width limit ( #3305 )
2024-03-10 19:49:14 -07:00
Terry and GitHub
0bba88df03
Enhance lora tests with more layer and rank variations ( #3243 )
2024-03-09 17:14:16 -08:00
Woosuk Kwon and GitHub
929b4f2973
Add LoRA support for Gemma ( #3050 )
2024-02-28 13:03:28 -08:00
Liangfu Chen and GitHub
3b7178cfa4
[Neuron] Support inference with transformers-neuronx ( #2569 )
2024-02-28 09:34:34 -08:00
Massimiliano Pronesti and GitHub
93dc5a2870
chore(vllm): codespell for spell checking ( #2820 )
2024-02-21 18:56:01 -08:00
Terry and GitHub
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
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
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
