Video Text To Text Models

Tracked video text to text models monitored by OpenModelStats. Rankings below compare tracked models against each other — see the methodology for scope and limitations.

Top-10 combined DL 30D
475.2K
Tasks directory position
See all tasks
Growth history
Accumulating
Last refresh
Aug 24, 2026

Trending now

#ModelDL 30D7D
1MOSS-VL-RealtimeOpenMOSS-Team1,261
2MOSS-VL-Realtime-FP8OpenMOSS-Team420
3MOSS-VL-Instruct-0708-FP8OpenMOSS-Team119
4MOSS-VL-Realtime-NF4OpenMOSS-Team101
5MOSS-VL-Instruct-0408OpenMOSS-Team22.6K
6aero-realtime-4Bkcz358221
7JoyAI-VL-Interaction-Previewjdopensource1,390
8InternVideo3-8B-Instructyanziang1,380
9SmolVLM2-2.2B-Instruct-i1-GGUFmradermacher671
10Marlin-2BNemoStation6,598

Most downloaded

ModelDL 30D7D
Keye-VL-8B-PreviewKwai-Keye155.7K
Keye-VL-1_5-8BKwai-Keye124.2K
LLaVA-NeXT-Video-7B-hfllava-hf122.2K
MOSS-VL-Instruct-0408OpenMOSS-Team22.6K
LLaVA-Video-7B-Qwen2lmms-lab14.4K
VITA-1.5VITA-MLLM10.3K
TimeLens2-8BMCG-NJU7,803
VideoLLaMA3-7BDAMO-NLP-SG6,983
Marlin-2BNemoStation6,598
LongVU_Qwen2_7BVision-CAIR4,378

New & notable

Published within the last 90 days with meaningful traction.

ModelDL 30D7D gained
TimeLens2-8BMCG-NJU7,803
VideoChat3-4BMCG-NJU2,927
JoyAI-VL-Interactionjdopensource2,678
JoyAI-VL-Interaction-INT8jdopensource1,685
MOSS-VL-Instruct-0708OpenMOSS-Team1,393
JoyAI-VL-Interaction-Previewjdopensource1,390
InternVideo3-8B-Instructyanziang1,380
MOSS-VL-RealtimeOpenMOSS-Team1,261
VideoGuard-Qwen3.5-9B-Safety-RL-Uncensored-GGUFprithivMLmods1,077
MOSS-VL-Realtime-FP8OpenMOSS-Team420
Video Text To Text Models — Most Downloaded & Trending | OpenModelStats