Roger Wang
e6e42e4b17
[Core][VLM] Support image embeddings as input ( #6613 )
2024-08-12 16:16:06 +08:00
Isotr0py
4c5d8e8ea9
[Bugfix] Fix phi3v batch inference when images have different aspect ratio ( #7392 )
2024-08-10 16:19:33 +00:00
Cade Daniel
baa240252e
[Core] Fix edge case in chunked prefill + block manager v2 ( #7380 )
2024-08-09 23:48:49 +00:00
Mahesh Keralapura
933790c209
[Core] Add span metrics for model_forward, scheduler and sampler time ( #7089 )
2024-08-09 13:55:13 -07:00
Pooya Davoodi
249b88228d
[Frontend] Support embeddings in the run_batch API ( #7132 )
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Co-authored-by: Simon Mo <simon.mo@hey.com>
2024-08-09 09:48:21 -07:00
Nick Hill
b4e9528f95
[Core] Streamline stream termination in AsyncLLMEngine ( #7336 )
2024-08-09 07:06:36 +00:00
William Lin
57b7be0e1c
[Speculative decoding] [Multi-Step] decouple should_modify_greedy_probs_inplace ( #6971 )
2024-08-09 05:42:45 +00:00
Travis Johnson
99b4cf5f23
[Bugfix] Fix speculative decoding with MLPSpeculator with padded vocabulary ( #7218 )
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Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com>
2024-08-08 22:08:46 -07:00
Cyrus Leung
7eb4a51c5f
[Core] Support serving encoder/decoder models ( #7258 )
2024-08-09 10:39:41 +08:00
Zach Zheng
782e53ab59
[Bugfix][fast] Fix the get_num_blocks_touched logic ( #6849 )
2024-08-08 10:43:30 -07:00
Joe Runde
21b9c49aa3
[Frontend] Kill the server on engine death ( #6594 )
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Signed-off-by: Joe Runde <joe@joerun.de>
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
2024-08-08 09:47:48 -07:00
Luka Govedič
5fb4a3f678
[Bugfix][Kernel] Increased atol to fix failing tests ( #7305 )
2024-08-08 12:16:13 -04:00
Michael Goin
5223199e03
[Bugfix][FP8] Fix dynamic FP8 Marlin quantization ( #7219 )
2024-08-07 11:23:12 -07:00
Maximilien de Bayser
fde47d3bc2
[BugFix] Fix frontend multiprocessing hang ( #7217 )
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Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-neuralmagic@users.noreply.github.com>
2024-08-07 18:09:36 +00:00
Isotr0py
b764547616
[Bugfix] Fix input processor for InternVL2 model ( #7164 )
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Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2024-08-07 09:32:07 -07:00
Dipika Sikka
0f7052bc7e
[Misc] Refactor linear layer weight loading; introduce BasevLLMParameter and weight_loader_v2 ( #5874 )
2024-08-07 09:17:58 -07:00
Cyrus Leung
66d617e343
[Frontend] Gracefully handle missing chat template and fix CI failure ( #7238 )
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Co-authored-by: Roger Wang <ywang@roblox.com>
2024-08-07 09:12:05 +00:00
Nick Hill
9a3f49ae07
[BugFix] Overhaul async request cancellation ( #7111 )
2024-08-07 13:21:41 +08:00
Michael Goin
f9a5600649
[Bugfix] Fix GPTQ and GPTQ Marlin CPU Offloading ( #7225 )
2024-08-06 18:34:26 -07:00
afeldman-nm
fd95e026e0
[Core] Subclass ModelRunner to support cross-attention & encoder sequences (towards eventual encoder/decoder model support) ( #4942 )
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Co-authored-by: Andrew Feldman <afeld2012@gmail.com>
Co-authored-by: Nick Hill <nickhill@us.ibm.com>
2024-08-06 16:51:47 -04:00
Luka Govedič
8d59dbb000
[Kernel] Add per-tensor and per-token AZP epilogues ( #5941 )
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Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
2024-08-06 18:17:08 +00:00
Lily Liu
5c60c8c423
[SpecDecode] [Minor] Fix spec decode sampler tests ( #7183 )
2024-08-06 10:40:32 -07:00
Cyrus Leung
1f26efbb3a
[Model] Support SigLIP encoder and alternative decoders for LLaVA models ( #7153 )
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Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
2024-08-06 16:55:31 +08:00
Jee Jee Li
9118217f58
[LoRA] Relax LoRA condition ( #7146 )
2024-08-06 01:57:25 +00:00
Isotr0py
360bd67cf0
[Core] Support loading GGUF model ( #5191 )
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Co-authored-by: Michael Goin <michael@neuralmagic.com>
2024-08-05 17:54:23 -06:00
youkaichao
dfb1a15dcb
[ci][frontend] deduplicate tests ( #7101 )
2024-08-05 15:59:22 -07:00
Cade Daniel
82a1b1a82b
[Speculative decoding] Add periodic log with time spent in proposal/scoring/verification ( #6963 )
2024-08-05 08:46:44 +00:00
Alphi
7b86e7c9cd
[Model] Add multi-image support for minicpmv ( #7122 )
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Co-authored-by: hezhihui <hzh7269@modelbest.cn>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2024-08-05 09:23:17 +08:00
Yihuan Bu
654bc5ca49
Support for guided decoding for offline LLM ( #6878 )
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Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2024-08-04 03:12:09 +00:00
youkaichao
44dcb52e39
[ci][test] finalize fork_new_process_for_each_test ( #7114 )
2024-08-03 10:44:53 -07:00
Jee Jee Li
99d7cabd7b
[LoRA] ReplicatedLinear support LoRA ( #7081 )
2024-08-02 22:40:19 -07:00
Zach Zheng
fb2c1c86c1
[Bugfix] Fix block table for seqs that have prefix cache hits ( #7018 )
2024-08-02 22:38:15 -07:00
youkaichao
a0d164567c
[ci][distributed] disable ray dag tests ( #7099 )
2024-08-02 22:32:04 -07:00
youkaichao
04e5583425
[ci][distributed] merge distributed test commands ( #7097 )
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Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2024-08-02 21:33:53 -07:00
youkaichao
69ea15e5cc
[ci][distributed] shorten wait time if server hangs ( #7098 )
2024-08-02 21:05:16 -07:00
Robert Shaw
ed812a73fa
[ Frontend ] Multiprocessing for OpenAI Server with zeromq ( #6883 )
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Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
Co-authored-by: Joe Runde <Joseph.Runde@ibm.com>
Co-authored-by: Joe Runde <joe@joerun.de>
Co-authored-by: Nick Hill <nickhill@us.ibm.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
2024-08-02 18:27:28 -07:00
Rui Qiao
05308891e2
[Core] Pipeline parallel with Ray ADAG ( #6837 )
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Support pipeline-parallelism with Ray accelerated DAG.
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
2024-08-02 13:55:40 -07:00
Lucas Wilkinson
a8d604ca2a
[Misc] Disambiguate quantized types via a new ScalarType ( #6396 )
2024-08-02 13:51:58 -07:00
youkaichao
806949514a
[ci] set timeout for test_oot_registration.py ( #7082 )
2024-08-02 10:03:24 -07:00
youkaichao
252357793d
[ci][distributed] try to fix pp test ( #7054 )
2024-08-01 22:03:12 -07:00
Woosuk Kwon
805a8a75f2
[Misc] Support attention logits soft-capping with flash-attn ( #7022 )
2024-08-01 13:14:37 -07:00
Michael Goin
fb3db61688
[CI/Build] Remove sparseml requirement from testing ( #7037 )
2024-08-01 12:00:51 -07:00
youkaichao
c8a7e93273
[core][scheduler] simplify and improve scheduler ( #6867 )
2024-07-31 23:51:09 -07:00
zifeitong
3c10591ef2
[Bugfix] Set SamplingParams.max_tokens for OpenAI requests if not provided by user ( #6954 )
2024-07-31 21:13:34 -07:00
Jee Jee Li
7ecee34321
[Kernel][RFC] Refactor the punica kernel based on Triton ( #5036 )
2024-07-31 17:12:24 -07:00
Michael Goin
460c1884e3
[Bugfix] Support cpu offloading with fp8 quantization ( #6960 )
2024-07-31 12:47:46 -07:00
Cody Yu
bd70013407
[MISC] Introduce pipeline parallelism partition strategies ( #6920 )
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Co-authored-by: youkaichao <youkaichao@126.com>
2024-07-31 12:02:17 -07:00
Cyrus Leung
daed30c4a9
[Bugfix] Fix feature size calculation for LLaVA-NeXT ( #6982 )
2024-07-31 23:46:17 +08:00
HandH1998
6512937de1
Support W4A8 quantization for vllm ( #5218 )
2024-07-31 07:55:21 -06:00
Cyrus Leung
f230cc2ca6
[Bugfix] Fix broadcasting logic for multi_modal_kwargs ( #6836 )
2024-07-31 10:38:45 +08:00
Tyler Michael Smith
d7a299edaa
[Kernel] Remove scaled_fp8_quant kernel padding footgun ( #6842 )
2024-07-30 16:37:01 -04:00
Sanger Steel
052b6f8ca4
[Bugfix] Fix tensorizer memory profiling bug during testing ( #6881 )
2024-07-30 11:48:50 -07:00
Nick Hill
5cf9254a9c
[BugFix] Fix use of per-request seed with pipeline parallel ( #6698 )
2024-07-30 10:40:08 -07:00
Varun Sundar Rabindranath
af647fb8b3
[Kernel] Tuned int8 kernels for Ada Lovelace ( #6848 )
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Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
2024-07-29 20:24:58 -06:00
Nick Hill
9f69d8245a
[Frontend] New allowed_token_ids decoding request parameter ( #6753 )
2024-07-29 23:37:27 +00:00
Thomas Parnell
9a7e2d0534
[Bugfix] Allow vllm to still work if triton is not installed. ( #6786 )
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
2024-07-29 14:51:27 -07:00
Peng Guanwen
db9e5708a9
[Core] Reduce unnecessary compute when logprobs=None ( #6532 )
2024-07-29 16:47:31 +00:00
Varun Sundar Rabindranath
766435e660
[Kernel] Tuned FP8 Kernels for Ada Lovelace ( #6677 )
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Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
2024-07-29 09:42:35 -06:00
Isotr0py
7cbd9ec7a9
[Model] Initialize support for InternVL2 series models ( #6514 )
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Co-authored-by: Roger Wang <ywang@roblox.com>
2024-07-29 10:16:30 +00:00
Alexander Matveev
75acdaa4b6
[Kernel] Increase precision of GPTQ/AWQ Marlin kernel ( #6795 )
2024-07-27 17:52:33 -04:00
Cyrus Leung
1ad86acf17
[Model] Initial support for BLIP-2 ( #5920 )
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Co-authored-by: ywang96 <ywang@roblox.com>
2024-07-27 11:53:07 +00:00
Joe
14dbd5a767
[Model] H2O Danube3-4b ( #6451 )
2024-07-26 20:47:50 -07:00
Sanger Steel
969d032265
[Bugfix]: Fix Tensorizer test failures ( #6835 )
2024-07-26 20:02:25 -07:00
youkaichao
443c7cf4cf
[ci][distributed] fix flaky tests ( #6806 )
2024-07-25 17:44:09 -07:00
Michael Goin
65b1f121c8
[Bugfix] Fix kv_cache_dtype=fp8 without scales for FP8 checkpoints ( #6761 )
2024-07-25 09:46:15 -07:00
Chang Su
316a41ac1d
[Bugfix] Fix encoding_format in examples/openai_embedding_client.py ( #6755 )
2024-07-24 22:48:07 -07:00
Cody Yu
309aaef825
[Bugfix] Fix decode tokens w. CUDA graph ( #6757 )
2024-07-24 22:33:56 -07:00
Alphi
9e169a4c61
[Model] Adding support for MiniCPM-V ( #4087 )
2024-07-24 20:59:30 -07:00
Evan Z. Liu
5689e256ba
[Frontend] Represent tokens with identifiable strings ( #6626 )
2024-07-25 09:51:00 +08:00
Michael Goin
421e218b37
[Bugfix] Bump transformers to 4.43.2 ( #6752 )
2024-07-24 13:22:16 -07:00
Antoni Baum
0e63494cf3
Add fp8 support to reshape_and_cache_flash ( #6667 )
2024-07-24 18:36:52 +00:00
Nick Hill
2cf0df3381
[Bugfix] Fix speculative decode seeded test ( #6743 )
2024-07-24 08:58:31 -07:00
Nick Hill
c882a7f5b3
[SpecDecoding] Update MLPSpeculator CI tests to use smaller model ( #6714 )
2024-07-24 07:34:22 +00:00
William Lin
5e8ca973eb
[Bugfix] fix flashinfer cudagraph capture for PP ( #6708 )
2024-07-24 01:49:44 +00:00
dongmao zhang
87525fab92
[bitsandbytes]: support read bnb pre-quantized model ( #5753 )
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Co-authored-by: Michael Goin <michael@neuralmagic.com>
2024-07-23 23:45:09 +00:00
Thomas Parnell
2f808e69ab
[Bugfix] StatLoggers: cache spec decode metrics when they get collected. ( #6645 )
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
2024-07-23 23:05:05 +00:00
Michael Goin
01c16ede6b
[CI] Add smoke test for non-uniform AutoFP8 quantization ( #6702 )
2024-07-23 22:45:12 +00:00
Roger Wang
1bedf210e3
Bump transformers version for Llama 3.1 hotfix and patch Chameleon ( #6690 )
2024-07-23 13:47:48 -07:00
Yehoshua Cohen
58f53034ad
[Frontend] Add Usage data in each chunk for chat_serving. #6540 ( #6652 )
2024-07-23 11:41:55 -07:00
Roger Wang
22fa2e35cb
[VLM][Model] Support image input for Chameleon ( #6633 )
2024-07-22 23:50:48 -07:00
Cyrus Leung
97234be0ec
[Misc] Manage HTTP connections in one place ( #6600 )
2024-07-22 21:32:02 -07:00
Michael Goin
9e0b558a09
[Misc] Support FP8 kv cache scales from compressed-tensors ( #6528 )
2024-07-23 04:11:50 +00:00
Jiaxin Shan
42c7f66a38
[Core] Support dynamically loading Lora adapter from HuggingFace ( #6234 )
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Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
2024-07-22 15:42:40 -07:00
Tyler Michael Smith
fea59c7712
[Bugfix][Kernel] Use int64_t for indices in fp8 quant kernels ( #6649 )
2024-07-22 14:08:30 -06:00
Cyrus Leung
739b61a348
[Frontend] Refactor prompt processing ( #4028 )
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Co-authored-by: Roger Wang <ywang@roblox.com>
2024-07-22 10:13:53 -07:00
Alexander Matveev
396d92d5e0
[Kernel][Core] Add AWQ support to the Marlin kernel ( #6612 )
2024-07-21 19:41:42 -04:00
sroy745
14f91fe67c
[Spec Decode] Disable Log Prob serialization to CPU for spec decoding for both draft and target models. ( #6485 )
2024-07-20 23:58:58 -07:00
Cyrus Leung
d7f4178dd9
[Frontend] Move chat utils ( #6602 )
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Co-authored-by: Roger Wang <ywang@roblox.com>
2024-07-21 08:38:17 +08:00
Matt Wong
06d6c5fe9f
[Bugfix][CI/Build][Hardware][AMD] Fix AMD tests, add HF cache, update CK FA, add partially supported model notes ( #6543 )
2024-07-20 09:39:07 -07:00
Cyrus Leung
9042d68362
[Misc] Consolidate and optimize logic for building padded tensors ( #6541 )
2024-07-20 04:17:24 +00:00
Antoni Baum
7bd82002ae
[Core] Allow specifying custom Executor ( #6557 )
2024-07-20 01:25:06 +00:00
Varun Sundar Rabindranath
2e26564259
[ Kernel ] FP8 Dynamic Per Token Quant - Add scale_ub ( #6593 )
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Co-authored-by: Varun Sundar Rabindranth <varun@neuralmagic.com>
2024-07-19 18:15:26 -07:00
Robert Shaw
4cc24f01b1
[ Kernel ] Enable Dynamic Per Token fp8 ( #6547 )
2024-07-19 23:08:15 +00:00
Thomas Parnell
f0bbfaf917
[Bugfix] [SpecDecode] AsyncMetricsCollector: update time since last collection ( #6578 )
2024-07-19 14:01:03 -07:00
Antoni Baum
9ed82e7074
[Misc] Small perf improvements ( #6520 )
2024-07-19 12:10:56 -07:00
Thomas Parnell
a5314e8698
[Model] RowParallelLinear: pass bias to quant_method.apply ( #6327 )
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
2024-07-19 07:15:22 -06:00
Woo-Yeon Lee
a921e86392
[BUGFIX] Raise an error for no draft token case when draft_tp>1 ( #6369 )
2024-07-19 06:01:09 -07:00
Cyrus Leung
6366efc67b
[Bugfix][Frontend] Fix missing /metrics endpoint ( #6463 )
2024-07-19 03:55:13 +00:00
Thomas Parnell
d4201e06d5
[Bugfix] Make spec. decode respect per-request seed. ( #6034 )
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Nick Hill <nickhill@us.ibm.com>
2024-07-18 19:22:08 -07:00
Nick Hill
b5672a112c
[Core] Multiprocessing Pipeline Parallel support ( #6130 )
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Co-authored-by: Murali Andoorveedu <muralidhar.andoorveedu@centml.ai>
2024-07-18 19:15:52 -07:00
