Commit Graph
115 Commits
Author SHA1 Message Date
Zhuohan Li e90fc21f2e [Hardware][Neuron] Refactor neuron support (#3471) 2024-03-22 01:22:17 +00:00
SangBin Cho 3bbff9e5ab Fix 1D query issue from _prune_hidden_states (#3539) 2024-03-21 08:49:06 +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 BaumandRoger Wang 426ec4ec67 [1/n] Triton sampling kernel (#3186)
Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
2024-03-20 14:45:08 -07:00
Enrique Shockwave b983ba35bd fix marlin config repr (#3414) 2024-03-14 16:26:19 -07:00
youkaichao 8fe8386591 [Kernel] change benchmark script so that result can be directly used; tune moe kernel in A100/H100 with tp=2,4,8 (#3389) 2024-03-14 08:11:48 +00:00
Antoni Baum c33afd89f5 Fix lint (#3388) 2024-03-13 13:56:49 -07:00
Terry 7e9bd08f60 Add batched RoPE kernel (#3095) 2024-03-13 13:45:26 -07:00
Hui Liu ba8dc958a3 [Minor] Fix bias in if to remove ambiguity (#3259) 2024-03-13 09:16:55 -07:00
Woosuk Kwon 602358f8a8 Add kernel for GeGLU with approximate GELU (#3337) 2024-03-12 22:06:17 -07:00
Zhuohan Li 2f8844ba08 Re-enable the 80 char line width limit (#3305) 2024-03-10 19:49:14 -07:00
Cade Daniel 8437bae6ef [Speculative decoding 3/9] Worker which speculates, scores, and applies rejection sampling (#3103) 2024-03-08 23:32:46 -08:00
Zhuohan Li f48c6791b7 [FIX] Fix prefix test error on main (#3286) 2024-03-08 17:16:14 -08:00
Woosuk Kwon 1cb0cc2975 [FIX] Make flash_attn optional (#3269) 2024-03-08 10:52:20 -08:00
Woosuk Kwon 2daf23ab0c Separate attention backends (#3005) 2024-03-07 01:45:50 -08:00
Nick Hill 8999ec3c16 Store eos_token_id in Sequence for easy access (#3166) 2024-03-05 15:35:43 -08:00
Antoni BaumandAvnish Narayan 22de45235c Push logprob generation to LLMEngine (#3065)
Co-authored-by: Avnish Narayan <avnish@anyscale.com>
2024-03-04 19:54:06 +00:00
c0c2335ce0 Integrate Marlin Kernels for Int4 GPTQ inference (#2497)
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
CHU Tianxiang 01a5d18a53 Add Support for 2/3/8-bit GPTQ Quantization Models (#2330) 2024-02-28 21:52:23 -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)
Signed-off-by: Tao He <sighingnow@gmail.com>
2024-02-27 01:14:31 -08:00
Woosuk Kwon 4bd18ec0c7 [Minor] Fix type annotation in fused moe (#3045) 2024-02-26 19:44:29 -08:00
Philipp MoritzandCade Daniel cfc15a1031 Optimize Triton MoE Kernel (#2979)
Co-authored-by: Cade Daniel <edacih@gmail.com>
2024-02-26 13:48:56 -08:00
Woosuk Kwon f7c1234990 [Fix] Fissertion on YaRN model len (#2984) 2024-02-23 12:57:48 -08:00
44670 c530e2cfe3 [FIX] Fix a bug in initializing Yarn RoPE (#2983) 2024-02-22 01:40:05 -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
shiyi.c_98 64da65b322 Prefix Caching- fix t4 triton error (#2517) 2024-02-16 14:17:55 -08:00
Philipp Moritz ea356004d4 Revert "Refactor llama family models (#2637)" (#2851)
This reverts commit 5c976a7e1a.
2024-02-13 09:24:59 -08:00
Roy 5c976a7e1a Refactor llama family models (#2637) 2024-02-13 00:09:23 -08:00
RexandChunan Zeng 563836496a Refactor 2 awq gemm kernels into m16nXk32 (#2723)
Co-authored-by: Chunan Zeng <chunanzeng@Chunans-Air.attlocal.net>
2024-02-12 11:02:17 -08:00
Hongxia Yang 0580aab02f [ROCm] support Radeon™ 7900 series (gfx1100) without using flash-attention (#2768) 2024-02-10 23:14:37 -08:00
Woosuk Kwon f0d4e14557 Add fused top-K softmax kernel for MoE (#2769) 2024-02-05 17:38:02 -08:00
Kunshang JiandJiang Li 96b6f475dd Remove hardcoded device="cuda" to support more devices (#2503)
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
Philipp Moritz d0d93b92b1 Add unit test for Mixtral MoE layer (#2677) 2024-01-31 14:34:17 -08:00
wangding zengandroy 5d60def02c DeepseekMoE support with Fused MoE kernel (#2453)
Co-authored-by: roy <jasonailu87@gmail.com>
2024-01-29 21:19:48 -08:00
9090bf02e7 Support FP8-E5M2 KV Cache (#2279)
Co-authored-by: zhaoyang <zhao.yang16@zte.com.cn>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
2024-01-28 16:43:54 -08:00
Casper beb89f68b4 AWQ: Up to 2.66x higher throughput (#2566) 2024-01-26 23:53:17 -08:00
9b945daaf1 [Experimental] Add multi-LoRA support (#1804)
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
d10f8e1d43 [Experimental] Prefix Caching Support (#1669)
Co-authored-by: DouHappy <2278958187@qq.com>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
2024-01-17 16:32:10 -08:00
Chenhui Zhang f780504d12 fix weigit loading for GQA with TP (#2379) 2024-01-15 15:43:59 -08:00
陈序 218dc2ccda Aligning top_p and top_k Sampling (#1885)
* Align top_p and top_k with huggingface

* remove _get_prompt_and_output_tokens

* rename _apply_top_p_top_k

* compare top_p top_k with hf

* fix test errors
2024-01-12 22:51:03 +01:00
Cade Daniel 79d64c4954 [Speculative decoding 1/9] Optimized rejection sampler (#2336) 2024-01-09 15:38:41 -08:00
Woosuk Kwon 28c3f12104 [Minor] Remove unused code in attention (#2384) 2024-01-08 13:13:08 -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
Roy 9140561059 [Minor] Fix typo and remove unused code (#2305) 2024-01-02 19:23:15 -08:00
Antoni Baum bd29cf3d3a Remove Sampler copy stream (#2209) 2023-12-20 00:04:33 -08:00
Antoni Baum a7347d9a6d Make sampler less blocking (#1889) 2023-12-17 23:03:49 +08:00