youkaichao
d1c3d7d139
[misc][distributed] fix benign error in is_in_the_same_node ( #5512 )
2024-06-14 10:59:28 -07:00
Cyrus Leung
77490c6f2f
[Core] Remove duplicate processing in async engine ( #5525 )
2024-06-14 10:04:42 -07:00
Robert Shaw
15985680e2
[ Misc ] Rs/compressed tensors cleanup ( #5432 )
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Co-authored-by: mgoin <michael@neuralmagic.com>
Co-authored-by: Dipika Sikka <dipikasikka1@gmail.com>
2024-06-14 10:01:46 -07:00
Tyler Michael Smith
703475f6c2
[Kernel] Fix CUTLASS 3.x custom broadcast load epilogue ( #5516 )
2024-06-14 09:30:15 -07:00
Simon Mo
0f0d8bc065
bump version to v0.5.0.post1 ( #5522 )
2024-06-13 19:42:06 -07:00
Antoni Baum
50eed24d25
Add cuda_device_count_stateless ( #5473 )
2024-06-13 16:06:49 -07:00
Tyler Michael Smith
e38042d4af
[Kernel] Disable CUTLASS kernels for fp8 ( #5505 )
2024-06-13 13:38:05 -07:00
Antoni Baum
6b0511a57b
Revert "[Core] Remove unnecessary copies in flash attn backend" ( #5478 )
2024-06-13 11:22:50 -07:00
Cody Yu
30299a41fa
[MISC] Remove FP8 warning ( #5472 )
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Co-authored-by: Philipp Moritz <pcmoritz@gmail.com>
2024-06-13 11:22:30 -07:00
Tyler Michael Smith
85657b5607
[Kernel] Factor out epilogues from cutlass kernels ( #5391 )
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Co-authored-by: Michael Goin <michael@neuralmagic.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: zifeitong <zifei.tong@parasail.io>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-neuralmagic@users.noreply.github.com>
2024-06-13 11:22:19 -07:00
Cyrus Leung
0ce7b952f8
[Doc] Update LLaVA docs ( #5437 )
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Co-authored-by: Roger Wang <ywang@roblox.com>
2024-06-13 11:22:07 -07:00
Cyrus Leung
03dccc886e
[Misc] Add vLLM version getter to utils ( #5098 )
2024-06-13 11:21:39 -07:00
Li, Jiang
80aa7e91fc
[Hardware][Intel] Optimize CPU backend and add more performance tips ( #4971 )
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Co-authored-by: Jianan Gu <jianan.gu@intel.com>
2024-06-13 09:33:14 -07:00
wenyujin333
bd43973522
[Kernel] Tune Qwen2MoE kernel configurations with tp2,4 ( #5497 )
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Tune Qwen2-57B-A14B configs based on #4921
Throughput Performance
command: python benchmarks/benchmark_throughput.py --model=Qwen/Qwen2-57B-A14B-Instruct --input-len 1000 --output-len 50 -tp 2
A100 GPU
benchmark no config w/ PR
tp=2 10.53 requests/s, 11058.17 tokens/s 12.47 requests/s, 13088.57 tokens/s
tp=4 17.77 requests/s, 18662.95 tokens/s 20.20 requests/s, 21212.32 tokens/s
2024-06-13 09:01:10 -07:00
Dipika Sikka
c2637a613b
[Kernel] w4a16 support for compressed-tensors ( #5385 )
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Co-authored-by: Robert Shaw <114415538+robertgshaw2-neuralmagic@users.noreply.github.com>
2024-06-13 10:19:56 -04:00
youkaichao
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
Isotr0py
2135cacb45
[Bugfix] Fix wrong multi_modal_input format for CPU runner ( #5451 )
2024-06-12 16:20:18 -07:00
Michael Goin
7d19de2e9c
[Frontend] Add "input speed" to tqdm postfix alongside output speed ( #5425 )
2024-06-12 18:42:12 -04:00
Michael Goin
94a07bbdd8
[Bugfix] Fix typo in scheduler.py (requeset -> request) ( #5470 )
2024-06-12 21:59:44 +00:00
youkaichao
622d45128c
[misc] add hint for AttributeError ( #5462 )
2024-06-12 21:46:35 +00:00
Travis Johnson
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
Arthur Kim
5cc50a531f
[Bugfix] TYPE_CHECKING for MultiModalData ( #5444 )
2024-06-12 14:08:52 -07:00
Li, Jiang
c3c2903e72
[Bugfix] Add device assertion to TorchSDPA ( #5402 )
2024-06-12 12:58:53 -07:00
Woosuk Kwon
1a8bfd92d5
[Hardware] Initial TPU integration ( #5292 )
2024-06-12 11:53:03 -07:00
Nick Hill
99dac099ab
[Core][Doc] Default to multiprocessing for single-node distributed case ( #5230 )
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Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
2024-06-11 11:10:41 -07:00
youkaichao
c4bd03c7c5
[Core][Distributed] add same-node detection ( #5369 )
2024-06-11 10:53:59 -07:00
sasha0552
dcbf4286af
[Frontend] Customizable RoPE theta ( #5197 )
2024-06-11 10:42:26 -07:00
Ali Panahi
00e6a2dc53
[Bugfix] fix lora_dtype value type in arg_utils.py ( #5398 )
2024-06-11 10:40:23 -07:00
Junichi Sato
2e02311a1b
[Bugfix] Fix MultiprocessingGPUExecutor.check_health when world_size == 1 ( #5254 )
2024-06-11 10:38:07 -07:00
Woosuk Kwon
8bab4959be
[Misc] Remove VLLM_BUILD_WITH_NEURON env variable ( #5389 )
2024-06-11 00:37:56 -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
Nick Hill
a008629807
[Misc] Various simplifications and typing fixes ( #5368 )
2024-06-11 10:29:02 +08:00
Simon Mo
114332b88e
Bump version to v0.5.0 ( #5384 )
2024-06-10 15:56:06 -07:00
Cyrus Leung
2c0d933594
[Bugfix] Fix LLaVA-NeXT ( #5380 )
2024-06-10 15:38:47 +00:00
Itay Etelis
774d1035e4
[Feature][Frontend]: Continued stream_options implementation also in CompletionRequest ( #5319 )
2024-06-10 14:22:09 +00:00
Cyrus Leung
6b29d6fe70
[Model] Initial support for LLaVA-NeXT ( #4199 )
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Co-authored-by: Roger Wang <ywang@roblox.com>
2024-06-10 12:47:15 +00:00
Cyrus Leung
0bfa1c4f13
[Misc] Improve error message when LoRA parsing fails ( #5194 )
2024-06-10 19:38:49 +08:00
youkaichao
c81da5f56d
[misc][typo] fix typo ( #5372 )
2024-06-10 09:51:02 +00:00
Roger Wang
68bc81703e
[Frontend][Misc] Enforce Pixel Values as Input Type for VLMs in API Server ( #5374 )
2024-06-10 09:13:39 +00:00
Dipika Sikka
5884c2b454
[Misc] Update to comply with the new compressed-tensors config ( #5350 )
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Co-authored-by: Michael Goin <michael@neuralmagic.com>
2024-06-10 03:49:46 +00:00
Bla_ckB
45f92c00cf
[Bugfix] Fix KeyError: 1 When Using LoRA adapters ( #5164 )
2024-06-09 16:23:14 -07:00
bnellnm
5467ac3196
[Kernel][Misc] Use TORCH_LIBRARY instead of PYBIND11_MODULE for custom ops ( #5047 )
2024-06-09 16:23:30 -04:00
youkaichao
0373e1837e
[Core][CUDA Graph] add output buffer for cudagraph ( #5074 )
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[Core][CUDA Graph] add output buffer for cudagraph to reduce memory footprint (#5074 )
2024-06-08 19:14:43 -07:00
Michael Goin
c09dade2a2
[Misc][Breaking] Change FP8 checkpoint format from act_scale -> input_scale ( #5353 )
2024-06-08 13:54:05 -04:00
Hongxia Yang
c96fc06747
[ROCm][AMD] Use pytorch sdpa math backend to do naive attention ( #4965 )
2024-06-07 19:13:12 -07:00
Cheng Li
e69ded7d1c
[Bug Fix] Fix the support check for FP8 CUTLASS ( #5352 )
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Bug description:
With torch 2.4.0.dev20240603+cu121,
cutlass_fp8_supported outputs False, and the (capability, version) before the comparison is (90, 11111111112)
This PR fixes the support check for FP8 CUTLASS ( cutlass_fp8_supported) which was introduced in https://github.com/vllm-project/vllm/pull/5183 .
2024-06-08 00:42:05 +00:00
Calvinn Ng
767c727a81
fix DbrxFusedNormAttention missing cache_config ( #5340 )
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Co-authored-by: team <calvinn.ng@ahrefs.com>
2024-06-07 14:10:21 -07:00
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
Dipika Sikka
ca3ea51bde
[Kernel] Dynamic Per-Token Activation Quantization ( #5037 )
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Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
2024-06-07 09:36:26 -07:00
