Jie Fu (傅杰)
cd9c0d65d9
[Hardware][Intel] Support CPU inference with AVX2 ISA ( #5452 )
2024-06-13 17:22:24 -06:00
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
Tyler Michael Smith
33e3b37242
[CI/Build] Disable test_fp8.py ( #5508 )
2024-06-13 13:37:48 -07:00
youkaichao
1696efe6c9
[misc] fix format.sh ( #5511 )
2024-06-13 12:09:16 -07:00
Antoni Baum
6b0511a57b
Revert "[Core] Remove unnecessary copies in flash attn backend" ( #5478 )
2024-06-13 11:22:50 -07:00
Antoni Baum
a8fda4f661
Seperate dev requirements into lint and test ( #5474 )
2024-06-13 11:22:41 -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
39873476f8
[CI/Build] Simplify OpenAI server setup in tests ( #5100 )
2024-06-13 11:21:53 -07:00
Cyrus Leung
03dccc886e
[Misc] Add vLLM version getter to utils ( #5098 )
2024-06-13 11:21:39 -07:00
Woosuk Kwon
a65634d3ae
[Docs] Add 4th meetup slides ( #5509 )
2024-06-13 10:18:26 -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
Michael Goin
23ec72fa03
[CI/Build][REDO] Add is_quant_method_supported to control quantization test configurations ( #5466 )
2024-06-13 15:18:08 +00:00
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
Wang, Yi
88407532e7
[Bugfix]if the content is started with ":"(response of ping), client should i… ( #5303 )
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Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
2024-06-12 20:16:41 -07:00
Kevin H. Luu
916d219d62
[ci] Use sccache to build images ( #5419 )
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Signed-off-by: kevin <kevin@anyscale.com>
2024-06-12 17:58:12 -07:00
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
Cyrus Leung
b8d4dfff9c
[Doc] Update debug docs ( #5438 )
2024-06-12 14:49:31 -07:00
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
Cody Yu
5985e3427d
[Kernel] Vectorized FP8 quantize kernel ( #5396 )
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Inspired by #5146 , this PR improves FP8 quantize kernel by vectorizing data transfer to better utilize memory bandwidth. Microbenchmark shows that this improved kernel can achieve 1.0x-1.5x speedup (especially when hidden size is large).
In details, we applied 3 optimizations:
- Use inverted scale so that most divisions are changed to multiplications.
- Unroll the loop by 4 times to improve ILP.
- Use vectorized 4 to transfer data between HBM and SRAM.
2024-06-12 14:07:26 -07:00
Kevin H. Luu
8b82a89997
[ci] Add AMD, Neuron, Intel tests for AWS CI and turn off default soft fail for GPU tests ( #5464 )
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Signed-off-by: kevin <kevin@anyscale.com>
2024-06-12 14:00:18 -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
SangBin Cho
847cdcca1c
[CI] Upgrade codespell version. ( #5381 )
2024-06-12 10:06:14 -07:00
Simon Mo
e3c12bf6d2
Revert "[CI/Build] Add is_quant_method_supported to control quantization test configurations" ( #5463 )
2024-06-12 10:03:24 -07:00
Michael Goin
3dd6853bc8
[CI/Build] Add is_quant_method_supported to control quantization test configurations ( #5253 )
2024-06-12 09:58:02 -07:00
youkaichao
8f89d72090
[Doc] add common case for long waiting time ( #5430 )
2024-06-11 11:12:13 -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
Cade Daniel
89ec06c33b
[Docs] [Spec decode] Fix docs error in code example ( #5427 )
2024-06-11 10:31:56 -07:00
Kuntai Du
9fde251bf0
[Doc] Add an automatic prefix caching section in vllm documentation ( #5324 )
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Co-authored-by: simon-mo <simon.mo@hey.com>
2024-06-11 10:24:59 -07:00
Cade Daniel
4c2ffb28ff
[Speculative decoding] Initial spec decode docs ( #5400 )
2024-06-11 10:15:40 -07:00
SangBin Cho
246598a6b1
[CI] docfix ( #5410 )
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Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: ywang96 <ywang@roblox.com>
2024-06-11 01:28:50 -07:00
Woosuk Kwon
8bab4959be
[Misc] Remove VLLM_BUILD_WITH_NEURON env variable ( #5389 )
2024-06-11 00:37:56 -07:00
Roger Wang
3c4cebf751
[Doc][Typo] Fixing Missing Comma ( #5403 )
2024-06-11 00:20:28 -07:00
youkaichao
d8f31f2f8b
[Doc] add debugging tips ( #5409 )
2024-06-10 23:21:43 -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
