Woo-Yeon Lee
2ce5d6688b
[Speculative Decoding] Support draft model on different tensor-parallel size than target model ( #5414 )
2024-06-25 09:56:06 +00:00
Isotr0py
edd5fe5fa2
[Bugfix] Add phi3v resize for dynamic shape and fix torchvision requirement ( #5772 )
2024-06-24 12:11:53 +08:00
Murali Andoorveedu
5d4d90536f
[Distributed] Add send and recv helpers ( #5719 )
2024-06-23 14:42:28 -07:00
rohithkrn
f5dda63eb5
[LoRA] Add support for pinning lora adapters in the LRU cache ( #5603 )
2024-06-21 15:42:46 -07:00
youkaichao
d9a252bc8e
[Core][Distributed] add shm broadcast ( #5399 )
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Co-authored-by: Cody Yu <hao.yu.cody@gmail.com>
2024-06-21 05:12:35 +00:00
Jee Li
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
Chang Su
c35e4a3dd7
[BugFix] Fix test_phi3v.py ( #5725 )
2024-06-21 04:45:34 +00:00
Jinzhen Lin
1f5674218f
[Kernel] Add punica dimension for Qwen2 LoRA ( #5441 )
2024-06-20 17:55:41 -07:00
Joshua Rosenkranz
b12518d3cf
[Model] MLPSpeculator speculative decoding support ( #4947 )
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Nick Hill <nickhill@us.ibm.com>
Co-authored-by: Davis Wertheimer <Davis.Wertheimer@ibm.com>
2024-06-20 20:23:12 -04:00
Michael Goin
8065a7e220
[Frontend] Add FlexibleArgumentParser to support both underscore and dash in names ( #5718 )
2024-06-20 17:00:13 -06:00
Cyrus Leung
3730a1c832
[Misc] Improve conftest ( #5681 )
2024-06-19 19:09:21 -07:00
Dipika Sikka
4a30d7e3cc
[Misc] Add per channel support for static activation quantization; update w8a8 schemes to share base classes ( #5650 )
2024-06-19 18:06:44 -04:00
zifeitong
78687504f7
[Bugfix] AsyncLLMEngine hangs with asyncio.run ( #5654 )
2024-06-19 13:57:12 -07:00
youkaichao
d571ca0108
[ci][distributed] add tests for custom allreduce ( #5689 )
2024-06-19 20:16:04 +00:00
Thomas Parnell
e5150f2c28
[Bugfix] Added test for sampling repetition penalty bug. ( #5659 )
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
2024-06-19 06:03:55 +00:00
sergey-tinkoff
07feecde1a
[Model] LoRA support added for command-r ( #5178 )
2024-06-18 11:01:21 -07:00
Dipika Sikka
95db455e7f
[Misc] Add channel-wise quantization support for w8a8 dynamic per token activation quantization ( #5542 )
2024-06-18 12:45:05 -04:00
Ronen Schaffer
7879f24dcc
[Misc] Add OpenTelemetry support ( #4687 )
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This PR adds basic support for OpenTelemetry distributed tracing.
It includes changes to enable tracing functionality and improve monitoring capabilities.
I've also added a markdown with print-screens to guide users how to use this feature. You can find it here
2024-06-19 01:17:03 +09:00
Roger Wang
4ad7b53e59
[CI/Build][Misc] Update Pytest Marker for VLMs ( #5623 )
2024-06-18 13:10:04 +00:00
Joe Runde
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
Isotr0py
daef218b55
[Model] Initialize Phi-3-vision support ( #4986 )
2024-06-17 19:34:33 -07:00
sroy745
fa9e385229
[Speculative Decoding 1/2 ] Add typical acceptance sampling as one of the sampling techniques in the verifier ( #5131 )
2024-06-17 21:29:09 -05:00
Dipika Sikka
890d8d960b
[Kernel] compressed-tensors marlin 24 support ( #5435 )
2024-06-17 12:32:48 -04:00
Michael Goin
4a6769053a
[CI][BugFix] Flip is_quant_method_supported condition ( #5577 )
2024-06-16 14:07:34 +00:00
Alexander Matveev
d919ecc771
add gptq_marlin test for bug report https://github.com/vllm-project/vllm/issues/5088 ( #5145 )
2024-06-15 13:38:16 -04:00
Cyrus Leung
81fbb3655f
[CI/Build] Test both text and token IDs in batched OpenAI Completions API ( #5568 )
2024-06-15 07:29:42 -04:00
Cyrus Leung
0e9164b40a
[mypy] Enable type checking for test directory ( #5017 )
2024-06-15 04:45:31 +00:00
leiwen83
1b8a0d71cf
[Core][Bugfix]: fix prefix caching for blockv2 ( #5364 )
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Signed-off-by: Lei Wen <wenlei03@qiyi.com>
Co-authored-by: Lei Wen <wenlei03@qiyi.com>
2024-06-14 17:23:56 -07:00
youkaichao
48f589e18b
[mis] fix flaky test of test_cuda_device_count_stateless ( #5546 )
2024-06-14 10:02:23 -07:00
Antoni Baum
50eed24d25
Add cuda_device_count_stateless ( #5473 )
2024-06-13 16:06:49 -07:00
Tyler Michael Smith
33e3b37242
[CI/Build] Disable test_fp8.py ( #5508 )
2024-06-13 13:37:48 -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
39873476f8
[CI/Build] Simplify OpenAI server setup in tests ( #5100 )
2024-06-13 11:21:53 -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
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
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
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
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
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
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
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
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
bnellnm
5467ac3196
[Kernel][Misc] Use TORCH_LIBRARY instead of PYBIND11_MODULE for custom ops ( #5047 )
2024-06-09 16:23:30 -04:00
youkaichao
5d7e3d0176
[mis][ci/test] fix flaky test in test_sharded_state_loader.py ( #5361 )
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[mis][ci/test] fix flaky test in tests/test_sharded_state_loader.py (#5361 )
2024-06-09 03:50:14 +00:00
youkaichao
8ea5e44a43
[CI/Test] improve robustness of test (vllm_runner) ( #5357 )
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[CI/Test] improve robustness of test by replacing del with context manager (vllm_runner) (#5357 )
2024-06-08 08:59:20 +00:00
youkaichao
9fb900f90c
[CI/Test] improve robustness of test (hf_runner) ( #5347 )
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[CI/Test] improve robustness of test by replacing del with context manager (hf_runner) (#5347 )
2024-06-07 22:31:32 -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
youkaichao
388596c914
[Misc][Utils] allow get_open_port to be called for multiple times ( #5333 )
2024-06-06 22:15:11 -07:00
Itay Etelis
baa15a9ec3
[Feature][Frontend]: Add support for stream_options in ChatCompletionRequest ( #5135 )
2024-06-07 03:29:24 +00:00
Antoni Baum
ccdc490dda
[Core] Change LoRA embedding sharding to support loading methods ( #5038 )
2024-06-06 19:07:57 -07:00
Matthew Goldey
828da0d44e
[Frontend] enable passing multiple LoRA adapters at once to generate() ( #5300 )
2024-06-06 15:48:13 -05:00
liuyhwangyh
4efff036f0
Bugfix: fix broken of download models from modelscope ( #5233 )
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Co-authored-by: mulin.lyh <mulin.lyh@taobao.com>
2024-06-06 09:28:10 -07:00
Cyrus Leung
89c920785f
[CI/Build] Update vision tests ( #5307 )
2024-06-06 05:17:18 -05:00
Breno Faria
7b0a0dfb22
[Frontend][Core] Update Outlines Integration from FSM to Guide ( #4109 )
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Co-authored-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: Breno Faria <breno.faria@intrafind.com>
2024-06-05 16:49:12 -07:00
Nick Hill
faf71bcd4b
[Speculative Decoding] Add ProposerWorkerBase abstract class ( #5252 )
2024-06-05 14:53:05 -07:00
Woosuk Kwon
41ca62cf03
[Misc] Add CustomOp interface for device portability ( #5255 )
2024-06-05 09:18:19 -07:00
zifeitong
974fc9b845
[Bugfix] Fix prompt_logprobs when SamplingParams.detokenize is set to True ( #5226 )
2024-06-04 19:37:28 -07:00
Cyrus Leung
9ba093b4f4
[CI/Build] Simplify model loading for HfRunner ( #5251 )
2024-06-04 10:09:19 -07:00
Cyrus Leung
ec784b2526
[CI/Build] Add inputs tests ( #5215 )
2024-06-03 21:01:46 -07:00
afeldman-nm
f42a006b15
[Bugfix]: During testing, use pytest monkeypatch for safely overriding the env var that indicates the vLLM backend ( #5210 )
2024-06-03 20:32:57 -07:00
Toshiki Kataoka
06b2550cbb
[Bugfix] Support prompt_logprobs==0 ( #5217 )
2024-06-03 17:59:30 -07:00
Breno Faria
f775a07e30
[FRONTEND] OpenAI tools support named functions ( #5032 )
2024-06-03 18:25:29 -05:00
Kaiyang Chen
10c38e3e46
[Misc]: Implement CPU/GPU swapping in BlockManagerV2 ( #3834 )
2024-06-03 13:37:11 -07:00
Yuan
cafb8e06c5
[CI/BUILD] enable intel queue for longer CPU tests ( #4113 )
2024-06-03 10:39:50 -07:00
Tyler Michael Smith
cbb2f59cc8
[Kernel] Pass a device pointer into the quantize kernel for the scales ( #5159 )
2024-06-03 09:52:30 -07:00
Cyrus Leung
7a64d24aad
[Core] Support image processor ( #4197 )
2024-06-02 22:56:41 -07:00
Cyrus Leung
dfbe60dc62
[Misc] Simplify code and fix type annotations in conftest.py ( #5118 )
2024-06-02 16:05:50 -07:00
Simon Mo
ed59a7ed23
Update test_ignore_eos ( #4898 )
2024-06-02 02:21:53 +00:00
chenqianfzh
b9c0605a8e
[Feature][Kernel] Support bitsandbytes quantization and QLoRA ( #4776 )
2024-06-01 14:51:10 -06:00
Varun Sundar Rabindranath
f081c3ce4b
[Kernel] Update Cutlass fp8 configs ( #5144 )
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Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-neuralmagic@users.noreply.github.com>
2024-06-01 08:46:07 +00:00
Tyler Michael Smith
260d119e86
[Kernel] Refactor CUTLASS kernels to always take scales that reside on the GPU ( #5137 )
2024-06-01 06:45:32 +00:00
SnowDist
a22dea54d3
[Model] Support MAP-NEO model ( #5081 )
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Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
2024-05-30 19:24:41 -07:00
Breno Faria
87d41c849d
[BUGFIX] [FRONTEND] Correct chat logprobs ( #5029 )
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Co-authored-by: Breno Faria <breno.faria@intrafind.com>
2024-05-30 02:52:14 -07:00
Cyrus Leung
b1c255630d
[Core] Avoid the need to pass None values to Sequence.inputs ( #5099 )
2024-05-29 16:05:01 -07:00
Cyrus Leung
eecd864388
[Bugfix][CI/Build] Fix test and improve code for merge_async_iterators ( #5096 )
2024-05-29 16:02:25 -07:00
afeldman-nm
4238bc82f2
[Core] Cross-attention KV caching and memory-management (towards eventual encoder/decoder model support) ( #4837 )
2024-05-29 16:09:13 +00:00
Cyrus Leung
18c1f16d86
[Bugfix] Fix arguments passed to Sequence in stop checker test ( #5092 )
2024-05-29 07:16:41 +00:00
youkaichao
5bd3c65072
[Core][Optimization] remove vllm-nccl ( #5091 )
2024-05-29 05:13:52 +00:00
Junichi Sato
dfba529b40
[Bugfix] Remove the last EOS token unless explicitly specified ( #5077 )
2024-05-28 17:15:35 -07:00
Cyrus Leung
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
Michał Moskal
d4f3985907
[Core] Sliding window for block manager v2 ( #4545 )
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Co-authored-by: Ruth Evans <ruthevans@Ruths-MacBook-Pro.local>
2024-05-28 11:07:07 +09:00
Zhuohan Li
1102bef219
[Bugfix / Core] Prefix Caching Guards (merged with main) ( #4846 )
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Co-authored-by: rsnm2 <rshaw@neuralmagic.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-neuralmagic@users.noreply.github.com>
2024-05-27 15:18:17 -07:00
Lily Liu
d5a1697772
[Dynamic Spec Decoding] Minor fix for disabling speculative decoding ( #5000 )
2024-05-25 10:00:14 -07:00
Eric Xihui Lin
8e192ff967
[Kernel][Backend][Model] Blocksparse flash attention kernel and Phi-3-Small model ( #4799 )
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Co-authored-by: beagleski <yunanzhang@microsoft.com>
Co-authored-by: bapatra <bapatra@microsoft.com>
Co-authored-by: Barun Patra <codedecde@users.noreply.github.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
2024-05-24 22:00:52 -07:00
leiwen83
e64fde4b01
[Core][Bugfix]: fix prefix caching for blockv2 ( #4764 )
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Co-authored-by: Lei Wen <wenlei03@qiyi.com>
2024-05-24 10:07:09 -07:00
Robert Shaw
919770957f
[Bugfix] Fix Mistral v0.3 Weight Loading ( #5005 )
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Co-authored-by: Cody Yu <hao.yu.cody@gmail.com>
2024-05-24 12:28:27 +00:00
Dipika Sikka
a1242324c9
[Kernel] Initial Activation Quantization Support ( #4525 )
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Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
2024-05-23 21:29:18 +00:00
Murali Andoorveedu
5eda2ea02a
[Core][1/N] Support send/recv in PyNCCL Groups ( #4988 )
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Signed-off-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
2024-05-23 09:54:48 -07:00
Alexander Matveev
6066253296
Marlin 24 prefill performance improvement (about 25% better on average) ( #4983 )
2024-05-23 02:39:27 -04:00
Cody Yu
ee3eea0a1b
[Misc] Take user preference in attention selector ( #4960 )
2024-05-23 07:55:56 +09:00
raywanb
97b030005c
[Model] LoRA gptbigcode implementation ( #3949 )
2024-05-22 13:58:59 -07:00
