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c4e464333eac5a46e1cc2701e095a44057c82927
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48 Commits

Author SHA1 Message Date
Isotr0py
c4e464333e [Misc] Add uninitialized params tracking for AutoWeightsLoader (#10327) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2024-11-18 09:07:46 +08:00
Roger Wang
643ecf7b11 [V1] Refactor model executable interface for all text-only language models (#10374) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2024-11-17 05:18:46 +00:00
youkaichao
504ac53d18 [misc] error early for old-style class (#10304) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-13 18:55:39 -08:00
youkaichao
f89d18ff74 [6/N] pass whole config to inner model (#10205) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-11 06:41:46 +00:00
youkaichao
1a95f10ee7 [5/N] pass the whole config to model (#9983) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-09 14:17:28 +08:00
Joe Runde
d58268c56a [V1] Make v1 more testable (#9888) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
 2024-11-06 11:57:35 -08:00
Michael Goin
399c798608 Remove ScaledActivation for AWQ (#10057) 
Signed-off-by: mgoin <michael@neuralmagic.com>
 2024-11-06 14:27:06 +00:00
Aaron Pham
21063c11c7 [CI/Build] drop support for Python 3.8 EOL (#8464) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
 2024-11-06 07:11:55 +00:00
Yongzao
ad6f78053e [torch.compile] expanding support and fix allgather compilation (#9637) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2024-10-24 01:32:15 -07:00
Murali Andoorveedu
0f6d7a9a34 [Models] Add remaining model PP support (#7168) 
Signed-off-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
Signed-off-by: Murali Andoorveedu <muralidhar.andoorveedu@centml.ai>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-10-04 10:56:58 +08:00
afeldman-nm
428dd1445e [Core] Logprobs support in Multi-step (#7652) 2024-08-29 19:19:08 -07:00
Zijian Hu
f4fc7337bf [Bugfix] support tie_word_embeddings for all models (#5724) 2024-08-19 20:00:04 -07:00
Cyrus Leung
7025b11d94 [Bugfix] Fix weight loading for Chameleon when TP>1 (#7410) 2024-08-13 05:33:41 +00:00
Thomas Parnell
8a1415cf77 [Bugfix] GPTBigCodeForCausalLM: Remove lm_head from supported_lora_modules. (#6326) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Travis Johnson <tsjohnso@us.ibm.com>
 2024-07-11 07:05:59 -07:00
Qubitium-ModelCloud
ee93f4f92a [CORE] Quantized lm-head Framework (#4442) 
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
Co-authored-by: ZX <zx@lbx.dev>
 2024-07-02 22:25:17 +00:00
Murali Andoorveedu
c5832d2ae9 [Core] Pipeline Parallel Support (#4412) 
Signed-off-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
 2024-07-02 10:58:08 -07:00
Cyrus Leung
98cf2ed678 [Model][Bugfix] Implicit model flags and reenable Phi-3-Vision (#5896) 2024-06-27 09:08:10 -07:00
Cyrus Leung
96354d6a29 [Model] Add base class for LoRA-supported models (#5018) 2024-06-27 16:03:04 +08:00
Thomas Parnell
e2afb03c92 [Bugfix] Enable loading FP8 checkpoints for gpt_bigcode models (#5460) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2024-06-14 20:28:11 +00:00
raywanb
97b030005c [Model] LoRA gptbigcode implementation (#3949) 2024-05-22 13:58:59 -07:00
Cody Yu
a3a73ab069 [Misc] Load FP8 kv-cache scaling factors from checkpoints (#4893) 
The 2nd PR for #4532.

This PR supports loading FP8 kv-cache scaling factors from a FP8 checkpoint (with .kv_scale parameter).
 2024-05-22 13:28:20 -07:00
Woosuk Kwon
0fca3cdcf2 [Misc] Enhance attention selector (#4751) 2024-05-13 10:47:25 -07:00
Robert Shaw
4ea1f9678d [BugFix] Resolved Issues For LinearMethod --> QuantConfig (#4418) 2024-04-27 18:35:33 +00:00
Cody Yu
a62aaf1df5 [Misc][Refactor] Generalize linear_method to be quant_method (#4373) 2024-04-26 16:41:14 -04:00
Antoni Baum
69e1d2fb69 [Core] Refactor model loading code (#4097) 2024-04-16 11:34:39 -07:00
youkaichao
63e7176f26 [Core][Refactor] move parallel_utils into vllm/distributed (#3950) 
[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
Woosuk Kwon
925f3332ca [Core] Refactor Attention Take 2 (#3462) 2024-03-25 04:39:33 +00:00
Roy
f1c0fc3919 Migrate logits computation and gather to model_runner (#3233) 2024-03-20 23:25:01 +00:00
Woosuk Kwon
2daf23ab0c Separate attention backends (#3005) 2024-03-07 01:45:50 -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
Woosuk Kwon
37ca558103 Optimize model execution with CUDA graph (#1926) 
Co-authored-by: Chen Shen <scv119@gmail.com>
Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
 2023-12-16 21:12:08 -08:00
Woosuk Kwon
27feead2f8 Refactor Worker & InputMetadata (#1843) 2023-11-29 22:16:37 -08:00
Woosuk Kwon
7c600440f7 Fix model docstrings (#1764) 2023-11-23 23:04:44 -08:00
Simon Mo
5ffc0d13a2 Migrate linter from pylint to ruff (#1665) 2023-11-20 11:58:01 -08:00
Woosuk Kwon
8d17774f92 Add AWQ support for all models (#1714) 2023-11-18 17:56:47 -08:00
Zhuohan Li
7076fa1c9f TP/quantization/weight loading refactor part 2 - Refactor quantized linear logic and extend quantization support to all models (#1622) 
Refactor the tensor parallelism, quantization, and weight-loading codes.

Summary of the new features enabled by this PR:
- **All models** are able to be quantized with AWQ and SqueezeLLM, and [soon GPTQ](https://github.com/vllm-project/vllm/pull/1580).
- Model loading code became much simpler.
- Support model parallelism for all MQA/GQA models when the number of key/value heads is smaller than the tensor parallel size.
 2023-11-15 22:50:41 -08:00
Zhuohan Li
ba0bfd40e2 TP/quantization/weight loading refactor part 1 - Simplify parallel linear logic (#1181) 2023-10-02 15:36:09 -07:00
Jasmond L
ab019eea75 Add Model Revision Support (#1014) 
Co-authored-by: Jasmond Loh <Jasmond.Loh@hotmail.com>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
 2023-09-13 15:20:02 -07:00
Zhuohan Li
c957c741d9 Enable safetensors loading for all models (#974) 2023-09-07 15:49:52 -07:00
Zhuohan Li
002800f081 Align vLLM's beam search implementation with HF generate (#857) 2023-09-04 17:29:42 -07:00
JFDuan
0d93f15694 Accelerate LLaMA model loading (#234) 2023-08-30 01:00:13 -07:00
Wen Sun
eedac9dba0 fix: revert code to avoid no attribute problem (#827) 2023-08-22 11:55:16 -07:00
zhaoyang-star
4f8584756d Fix mqa is false case in gpt_bigcode (#806) 2023-08-21 22:22:06 -07:00
Zhuohan Li
7d5a155e4a [Fix] Fix GPTBigcoder for distributed execution (#503) 2023-07-24 18:36:33 -07:00
Zhuohan Li
96853af5a8 Optimize MQA Kernel (#452) 2023-07-14 20:06:40 -04:00
Zhuohan Li
d6fa1be3a8 [Quality] Add code formatter and linter (#326) 2023-07-03 11:31:55 -07:00
Zhuohan Li
598dc4b79a [Fix] Weight loading for GPTBigCode (#313) 2023-06-29 22:14:17 -07:00
Michael Feil
298695b766 GPTBigCode (StarCoder, SantaCoder Support) (#209) 2023-06-23 01:49:27 +08:00