vLLM/tests/models/multimodal/processing at c85616efc6f0eaa50ca1f1a09c32368aedffd3d8 - vLLM

__init__.py

[CI/Build] Move model-specific multi-modal processing tests (#11934 )

2025-01-11 13:50:05 +08:00

test_audio_in_video.py

[MM] Move supports_multimodal_inputs and cache out of registry (#57913 )

2026-09-21 07:43:07 -07:00

test_audioflamingo3.py

[Chore] Use Transformers v5 names and drop redundant processor use_fast (#58550 )

2026-09-24 14:14:10 +00:00

test_bailing_moe_v3_vl.py

[Chore] Use Transformers v5 names and drop redundant processor use_fast (#58550 )

2026-09-24 14:14:10 +00:00

test_common.py

[Misc] mv chat_utils.py to renderers. (#60522 )

2026-10-10 06:50:34 +00:00

test_cosmos3_edge.py

[bugfix] Fix Cosmos3 Edge checkpoint weights filtering, video loading, prompt expansion (#49190 )

2026-07-21 17:18:36 +08:00

test_deepseek_ocr.py

[Security] Accept zero-sum DeepSeek-OCR pixel tensors (#59417 )

2026-10-02 09:17:12 +00:00

test_deepseek_v4_vl.py

[BugFix][Multimodal] Pick worst-case DeepSeek-V4 VL dummy image size (#59271 ) (#59373 )

2026-09-30 15:09:11 +00:00

test_gemma3.py

[Misc] Standardize handling of mm_processor_kwargs.size (#35284 )

2026-02-26 13:05:46 +00:00

test_gemma4_unified.py

[Bugfix][Gemma 4] Don't read fft_length when profiling unified audio (#56721 )

2026-09-15 14:57:32 +00:00

test_gemma4.py

[Bugfix][Multimodal] Fix flat/scoped mm_processor_kwargs merge and resolution (#56372 )

2026-09-29 03:58:39 +00:00

test_glm4_1v.py

Add pydocstyle to the ruff rules (#52136 )

2026-09-16 16:44:29 +00:00

test_glm5next.py

[Bugfix][GLM-5.3] Size the image encoder cache from the exact token ceiling (#59565 )

2026-10-02 10:43:29 +00:00

test_h2ovl.py

[Chore] Use Transformers v5 names and drop redundant processor use_fast (#58550 )

2026-09-24 14:14:10 +00:00

test_idefics3.py

[Misc] Remove unnecessary Transformers version guards (#57556 )

2026-09-18 15:01:35 +00:00

test_internvl.py

[Chore] Use Transformers v5 names and drop redundant processor use_fast (#58550 )

2026-09-24 14:14:10 +00:00

test_kimi_k3.py

[Model] Extend device-side mm normalization to Kimi K2.5 / K3 (#59278 )

2026-10-05 21:28:13 +08:00

test_llama4.py

[Refactor] Decouple TimingContext from InputProcessingContext (#35083 )

2026-02-23 14:15:50 +00:00

test_llava_next_video.py

[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212 )

2026-09-16 10:57:24 -07:00

test_llava_next.py

Add pydocstyle to the ruff rules (#52136 )

2026-09-16 16:44:29 +00:00

test_llava_onevision2.py

[MM] Simplify _apply_hf_processor_main (#53275 )

2026-08-22 01:49:37 -07:00

test_llava_onevision.py

Add pydocstyle to the ruff rules (#52136 )

2026-09-16 16:44:29 +00:00

test_minicpmv.py

[Bugfix][MM] Fix MiniCPM-o image processor reuse on Transformers v5 (#54501 )

2026-08-31 17:07:52 +08:00

test_minimax_m3.py

[Model] Add MiniMax M3 support (#45381 )

2026-06-16 01:01:25 +08:00

test_mistral3.py

[MM][Mistral3] Image preprocessing optimization (#57531 )

2026-09-29 06:53:38 +00:00

test_mllama4.py

[Refactor] Use dynamic MM cache in processor (#57674 )

2026-09-19 15:38:00 +00:00

test_molmo2.py

[Multimodal] Type dummy options per modality (#57576 )

2026-09-18 17:29:11 +01:00

test_moondream3.py

[Model] Add Moondream3 model support(only query and caption skills) (#32325 )

2026-05-01 10:06:48 +08:00

test_moss_audio.py

[Refactor] Use dynamic MM cache in processor (#57674 )

2026-09-19 15:38:00 +00:00

test_moss_transcribe_diarize.py

[Frontend] Add diarized_json support for MOSS-Transcribe-Diarize (#48543 )

2026-07-29 23:24:30 +00:00

test_nemotron_vl.py

[Chore] Use Transformers v5 names and drop redundant processor use_fast (#58550 )

2026-09-24 14:14:10 +00:00

test_openvla.py

[MM] Simplify prompt updates: replace PromptSeq with list[int] (#53372 )

2026-08-23 14:50:32 +08:00

test_phi3v.py

[Refactor] Decouple TimingContext from InputProcessingContext (#35083 )

2026-02-23 14:15:50 +00:00

test_phi4mm.py

[Refactor] Decouple TimingContext from InputProcessingContext (#35083 )

2026-02-23 14:15:50 +00:00

test_qwen2_5_omni_embed.py

Add pydocstyle to the ruff rules (#52136 )

2026-09-16 16:44:29 +00:00

test_qwen2_vl.py

Disable mypy arg-type and assignment checks in tests (#59428 )

2026-09-30 15:18:50 +00:00

test_qwen3_omni.py

Add pydocstyle to the ruff rules (#52136 )

2026-09-16 16:44:29 +00:00

test_qwen3_vl.py

[Bugfix][Multimodal] Fix per-video cache option reuse (#55203 )

2026-10-11 06:21:55 +00:00

test_smolvlm.py

[Bugfix] Count unsplit Idefics3 image patches (#48760 )

2026-09-24 11:36:26 -07:00

test_step3_vl_image_embeds.py

[Model][Bugfix] Fix Step3-VL image_embeds input path (#42333 )

2026-05-12 18:47:55 +00:00

test_tensor_schema.py

[MM] Move get_dummy_processor_inputs into MM processor (#57967 )

2026-09-21 09:39:20 -07:00

test_transformers_audio.py

[Misc] Remove code paths for Transformers < 5.16.1 (#59762 )

2026-10-02 11:17:24 +00:00

test_transformers_image.py

[Chore] Remove vendored code made redundant by Transformers 5.16.1 (#60623 )

2026-10-09 09:29:03 +00:00

test_transformers_video.py

feat: Add video support for the Transformers backend (#57441 )

2026-10-05 00:51:15 -07:00

test_whisper.py

[Bugfix] Fix Whisper engine crash on audio clips longer than 30s (#57769 )

2026-09-21 05:44:40 +00:00