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
youkaichao
f53b8f0d05
[ci][test] add correctness test for cpu offloading ( #6549 )
2024-07-18 23:41:06 +00:00
Nick Hill
e2fbaee725
[BugFix][Frontend] Use LoRA tokenizer in OpenAI APIs ( #6227 )
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Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2024-07-18 15:13:30 +08:00
Cody Yu
b5af8c223c
[Model] Pipeline parallel support for Mixtral ( #6516 )
2024-07-17 19:26:04 -07:00
Varun Sundar Rabindranath
b5241e41d9
[ Kernel ] FP8 Dynamic-Per-Token Quant Kernel ( #6511 )
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Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
2024-07-18 01:38:35 +00:00
Alexander Matveev
e76466dde2
[Core] draft_model_runner: Implement prepare_inputs on GPU for advance_step ( #6338 )
2024-07-17 14:30:28 -07:00
Antoni Baum
5f0b9933e6
[Bugfix] Fix Ray Metrics API usage ( #6354 )
2024-07-17 19:40:10 +00:00
Cody Yu
2fa4623d9e
[Core] Refactor _prepare_model_input_tensors - take 2 ( #6164 )
2024-07-17 09:37:16 -07:00
Murali Andoorveedu
5fa6e9876e
[Bugfix] Fix for multinode crash on 4 PP ( #6495 )
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Signed-off-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
2024-07-17 08:25:10 +00:00
Cyrus Leung
5bf35a91e4
[Doc][CI/Build] Update docs and tests to use vllm serve ( #6431 )
2024-07-17 07:43:21 +00:00
youkaichao
7f62077af5
[misc][distributed] improve tests ( #6488 )
2024-07-16 17:35:52 -07:00
youkaichao
09c2eb85dd
[ci][distributed] add pipeline parallel correctness test ( #6410 )
2024-07-16 15:44:22 -07:00
Michael Goin
978aed5300
[Kernel][Attention] Separate Attention.kv_scale into k_scale and v_scale ( #6081 )
2024-07-16 15:31:32 -07:00
Cody Yu
160e1d8c99
[Misc] Log spec decode metrics ( #6454 )
2024-07-16 20:37:10 +00:00
Cyrus Leung
38ef94888a
[CI/Build] Remove "boardwalk" image asset ( #6460 )
2024-07-16 08:59:36 -07:00
sasha0552
7a3d2a5b95
[Frontend] Support for chat completions input in the tokenize endpoint ( #5923 )
2024-07-16 20:18:09 +08:00
Cyrus Leung
d97011512e
[CI/Build] vLLM cache directory for images ( #6444 )
2024-07-15 23:12:25 -07:00
Joe
d92b3c5cde
[Bugfix][CI/Build] Test prompt adapters in openai entrypoint tests ( #6419 )
2024-07-15 18:54:15 -07:00
Mor Zusman
9ad32dacd9
[BugFix][Model] Jamba - Handle aborted requests, Add tests and fix cleanup bug ( #6425 )
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Co-authored-by: Mor Zusman <morz@ai21.com>
2024-07-16 01:32:55 +00:00
Thomas Parnell
4ef95b0f06
[Bugfix] use float32 precision in samplers/test_logprobs.py for comparing with HF ( #6409 )
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
2024-07-15 13:14:49 -04:00
youkaichao
69672f116c
[core][distributed] simplify code to support pipeline parallel ( #6406 )
2024-07-14 21:20:51 -07:00
zifeitong
b47008b4d2
[BugFix] BatchResponseData body should be optional ( #6345 )
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Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2024-07-15 04:06:09 +00:00
Ethan Xu
dbfe254eda
[Feature] vLLM CLI ( #5090 )
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Co-authored-by: simon-mo <simon.mo@hey.com>
2024-07-14 15:36:43 -07:00
Isotr0py
540c0368b1
[Model] Initialize Fuyu-8B support ( #3924 )
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Co-authored-by: Roger Wang <ywang@roblox.com>
2024-07-14 05:27:14 +00:00
youkaichao
41708e5034
[ci] try to add multi-node tests ( #6280 )
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Signed-off-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
Co-authored-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
2024-07-12 21:51:48 -07:00
Michael Goin
111fc6e7ec
[Misc] Add generated git commit hash as vllm.__commit__ ( #6386 )
2024-07-12 22:52:15 +00:00
Yihuan Bu
b039cbbce3
[Misc] add fixture to guided processor tests ( #6341 )
2024-07-12 09:55:39 -07:00
Cyrus Leung
024ad87cdc
[Bugfix] Fix dtype mismatch in PaliGemma ( #6367 )
2024-07-12 08:22:18 -07:00
Robert Shaw
aea19f0989
[ Misc ] Support Models With Bias in compressed-tensors integration ( #6356 )
2024-07-12 11:11:29 -04:00
Hongxia Yang
b6c16cf8ff
[ROCm][AMD] unify CUDA_VISIBLE_DEVICES usage in cuda/rocm ( #6352 )
2024-07-11 21:30:46 -07:00
Lily Liu
d6ab528997
[Misc] Remove flashinfer warning, add flashinfer tests to CI ( #6351 )
2024-07-12 01:32:06 +00:00
Robert Shaw
7ed6a4f0e1
[ BugFix ] Prompt Logprobs Detokenization ( #6223 )
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Co-authored-by: Zifei Tong <zifeitong@gmail.com>
2024-07-11 22:02:29 +00:00
xwjiang2010
1df43de9bb
[bug fix] Fix llava next feature size calculation. ( #6339 )
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Signed-off-by: Xiaowei Jiang <xwjiang2010@gmail.com>
2024-07-11 17:21:10 +00:00
Robert Shaw
b675069d74
[ Misc ] Refactor Marlin Python Utilities ( #6082 )
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Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
2024-07-11 15:40:11 +00:00
sroy745
ae151d73be
[Speculative Decoding] Enabling bonus token in speculative decoding for KV cache based models ( #5765 )
2024-07-10 16:02:47 -07:00
youkaichao
da78caecfa
[core][distributed] zmq fallback for broadcasting large objects ( #6183 )
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[core][distributed] add zmq fallback for broadcasting large objects (#6183 )
2024-07-09 18:49:11 -07:00
Abhinav Goyal
2416b26e11
[Speculative Decoding] Medusa Implementation with Top-1 proposer ( #4978 )
2024-07-09 18:34:02 -07:00
Swapnil Parekh
4d6ada947c
[CORE] Adding support for insertion of soft-tuned prompts ( #4645 )
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Co-authored-by: Swapnil Parekh <swapnilp@ibm.com>
Co-authored-by: Joe G <joseph.granados@h2o.ai>
Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
2024-07-09 13:26:36 -07:00
tomeras91
ddc369fba1
[Bugfix] Mamba cache Cuda Graph padding ( #6214 )
2024-07-08 11:25:51 -07:00
afeldman-nm
543aa48573
[Kernel] Correctly invoke prefill & decode kernels for cross-attention (towards eventual encoder/decoder model support) ( #4888 )
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Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2024-07-08 17:12:15 +00:00
Robert Shaw
abfe705a02
[ Misc ] Support Fp8 via llm-compressor ( #6110 )
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Co-authored-by: Robert Shaw <rshaw@neuralmagic>
2024-07-07 20:42:11 +00:00
Roger Wang
6206dcb29e
[Model] Add PaliGemma ( #5189 )
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Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2024-07-07 09:25:50 +08:00
jvlunteren
f1e15da6fe
[Frontend] Continuous usage stats in OpenAI completion API ( #5742 )
2024-07-05 10:37:09 -07:00
Lily Liu
69ec3ca14c
[Kernel][Model] logits_soft_cap for Gemma2 with flashinfer ( #6051 )
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Co-authored-by: Simon Mo <simon.mo@hey.com>
2024-07-04 16:35:51 -07:00
Cyrus Leung
3dd507083f
[CI/Build] Cleanup VLM tests ( #6107 )
2024-07-03 18:58:18 -07:00
Robert Shaw
62963d129e
[ Misc ] Clean Up CompressedTensorsW8A8 ( #6113 )
2024-07-03 22:50:08 +00:00
xwjiang2010
d9e98f42e4
[vlm] Remove vision language config. ( #6089 )
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Signed-off-by: Xiaowei Jiang <xwjiang2010@gmail.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
2024-07-03 22:14:16 +00:00
Michael Goin
47f0954af0
[Kernel] Expand FP8 support to Ampere GPUs using FP8 Marlin ( #5975 )
2024-07-03 17:38:00 +00:00
SangBin Cho
d18bab3587
[CI] Fix base url doesn't strip "/" ( #6087 )
2024-07-02 21:31:25 -07:00
Cyrus Leung
9831aec49f
[Core] Dynamic image size support for VLMs ( #5276 )
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Signed-off-by: Xiaowei Jiang <xwjiang2010@gmail.com>
Co-authored-by: Xiaowei Jiang <xwjiang2010@gmail.com>
Co-authored-by: ywang96 <ywang@roblox.com>
Co-authored-by: xwjiang2010 <87673679+xwjiang2010@users.noreply.github.com>
Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
2024-07-02 20:34:00 -07:00
youkaichao
482045ee77
[hardware][misc] introduce platform abstraction ( #6080 )
2024-07-02 20:12:22 -07:00
Mor Zusman
9d6a8daa87
[Model] Jamba support ( #4115 )
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Signed-off-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
Co-authored-by: Erez Schwartz <erezs@ai21.com>
Co-authored-by: Mor Zusman <morz@ai21.com>
Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
Co-authored-by: Tomer Asida <tomera@ai21.com>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
Co-authored-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
2024-07-02 23:11:29 +00:00
Qubitium-ModelCloud
ee93f4f92a
[CORE] Quantized lm-head Framework ( #4442 )
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Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
Co-authored-by: ZX <zx@lbx.dev>
2024-07-02 22:25:17 +00:00
Robert Shaw
7c008c51a9
[ Misc ] Refactor MoE to isolate Fp8 From Mixtral ( #5970 )
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Co-authored-by: Robert Shaw <rshaw@neuralmagic>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
2024-07-02 21:54:35 +00:00
Robert Shaw
4d26d806e1
Update conftest.py ( #6076 )
2024-07-02 20:14:22 +00:00
Murali Andoorveedu
c5832d2ae9
[Core] Pipeline Parallel Support ( #4412 )
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Signed-off-by: Muralidhar Andoorveedu <muralidhar.andoorveedu@centml.ai>
2024-07-02 10:58:08 -07:00
Sirej Dua
15aba081f3
[Speculative Decoding] MLPSpeculator Tensor Parallel support (1/2) ( #6050 )
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Co-authored-by: Sirej Dua <sirej.dua@databricks.com>
Co-authored-by: Sirej Dua <Sirej Dua>
2024-07-02 07:20:29 -07:00
xwjiang2010
98d6682cd1
[VLM] Remove image_input_type from VLM config ( #5852 )
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Signed-off-by: Xiaowei Jiang <xwjiang2010@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
2024-07-02 07:57:09 +00:00
Alexander Matveev
3476ed0809
[Core] Optimize block_manager_v2 vs block_manager_v1 (to make V2 default) ( #5602 )
2024-07-01 20:10:37 -07:00
Avshalom Manevich
12a59959ed
[Bugfix] adding chunking mechanism to fused_moe to handle large inputs ( #6029 )
2024-07-01 21:08:29 +00:00
sroy745
80ca1e6a3a
[Speculative Decoding 2/2 ] Integrate typical acceptance sampler into Spec Decode Worker ( #5348 )
2024-07-01 00:33:05 -07:00
youkaichao
614aa51203
[misc][cuda] use nvml to avoid accidentally cuda initialization ( #6007 )
2024-06-30 20:07:34 -07:00
Robert Shaw
af9ad46fca
[ Misc ] Refactor w8a8 to use process_weights_after_load (Simplify Weight Loading) ( #5940 )
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Co-authored-by: Robert Shaw <rshaw@neuralmagic>
2024-06-30 23:06:27 +00:00
SangBin Cho
f5e73c9f1b
[Lora] Use safetensor keys instead of adapter_config.json to find unexpected modules. ( #5909 )
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Co-authored-by: sang <sangcho@anyscale.com>
2024-06-30 17:11:15 +00:00
llmpros
c6c240aa0a
[Frontend]: Support base64 embedding ( #5935 )
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Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2024-06-30 23:53:00 +08:00
youkaichao
2be6955a3f
[ci][distributed] fix device count call
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[ci][distributed] fix some cuda init that makes it necessary to use spawn (#5991 )
2024-06-30 08:06:13 +00:00
Cyrus Leung
9d47f64eb6
[CI/Build] [3/3] Reorganize entrypoints tests ( #5966 )
2024-06-30 12:58:49 +08:00
Cyrus Leung
cff6a1fec1
[CI/Build] Reuse code for checking output consistency ( #5988 )
2024-06-30 11:44:25 +08:00
Matt Wong
9def10664e
[Bugfix][CI/Build][Hardware][AMD] Install matching torchvision to fix AMD tests ( #5949 )
2024-06-29 12:47:58 -07:00
Cyrus Leung
99397da534
[CI/Build] Add TP test for vision models ( #5892 )
2024-06-29 15:45:54 +00:00
Robert Shaw
8dbfcd35bf
[ CI/Build ] Added E2E Test For Compressed Tensors ( #5839 )
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Co-authored-by: Michael Goin <michael@neuralmagic.com>
Co-authored-by: Robert Shaw <rshaw@neuralmagic>
2024-06-29 21:12:58 +08:00
Cyrus Leung
51e971d39e
[Bugfix] Support eos_token_id from config.json ( #5954 )
2024-06-29 11:19:02 +00:00
Woosuk Kwon
580353da93
[Bugfix] Fix precisions in Gemma 1 ( #5913 )
2024-06-29 03:10:21 +00:00
Joe Runde
ba4994443a
[Kernel] Add punica dimensions for Granite 3b and 8b ( #5930 )
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Signed-off-by: Joe Runde <joe@joerun.de>
2024-06-29 10:48:25 +08:00
William Lin
906a19cdb0
[Misc] Extend vLLM Metrics logging API ( #5925 )
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Co-authored-by: Antoni Baum <antoni.baum@protonmail.com>
2024-06-29 10:36:06 +08:00
Lily Liu
7041de4384
[Kernel] Flashinfer for prefill & decode, with Cudagraph support for decode ( #4628 )
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Co-authored-by: LiuXiaoxuanPKU <llilyliupku@gmail.com>, bong-furiosa <bongwon.jang@furiosa.ai>
2024-06-28 15:28:49 -07:00
Tyler Michael Smith
6a2d659d28
[Bugfix] Fix compute datatype for cutlass 3.x epilogues ( #5931 )
2024-06-28 17:10:34 +00:00
Cody Yu
b2c620230a
[Spec Decode] Introduce DraftModelRunner ( #5799 )
2024-06-28 09:17:51 -07:00
xwjiang2010
b90d8cd832
[Distributed] Make it clear that % should not be in tensor dict keys. ( #5927 )
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Signed-off-by: Xiaowei Jiang <xwjiang2010@gmail.com>
2024-06-28 15:20:22 +00:00
Cyrus Leung
3b752a6555
[CI/Build] [2/3] Reorganize entrypoints tests ( #5904 )
2024-06-28 07:59:18 -07:00
Ilya Lavrenov
57f09a419c
[Hardware][Intel] OpenVINO vLLM backend ( #5379 )
2024-06-28 13:50:16 +00:00
Cyrus Leung
5cbe8d155c
[Core] Registry for processing model inputs ( #5214 )
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Co-authored-by: ywang96 <ywang@roblox.com>
2024-06-28 12:09:56 +00:00
Roger Wang
736ed38849
[CI/Build] Fix Args for _get_logits_warper in Sampler Test ( #5922 )
2024-06-27 11:43:04 -07:00
Cyrus Leung
e9d32d077d
[CI/Build] [1/3] Reorganize entrypoints tests ( #5526 )
2024-06-27 12:43:17 +00:00
xwjiang2010
d12af207d2
[VLM][Bugfix] Make sure that multi_modal_kwargs is broadcasted properly ( #5880 )
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Signed-off-by: Xiaowei Jiang <xwjiang2010@gmail.com>
2024-06-27 15:15:24 +08:00
sasha0552
c54269d967
[Frontend] Add tokenize/detokenize endpoints ( #5054 )
2024-06-26 16:54:22 +00:00
Luka Govedič
5bfd1bbc98
[Kernel] Adding bias epilogue support for cutlass_scaled_mm ( #5560 )
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Co-authored-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
2024-06-26 15:16:00 +00:00
Cyrus Leung
6984c02a27
[CI/Build] Refactor image test assets ( #5821 )
2024-06-26 01:02:34 -07:00
