Personal Project: MPP-Qwen14B & MPP-Qwen-Next(Multimodal Pipeline Parallel based on Qwen-LM). Support [video/image/multi-image] {sft/conversations}. Don't let the poverty limit your imagination! Train your own 8B/14B LLaVA-training-like MLLM on RTX3090/4090 24GB.

✨✨[NeurIPS 2025] This is the official implementation of our paper "Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehension"

Awesome papers & datasets specifically focused on long-term videos.

[ICLR 2025] TRACE: Temporal Grounding Video LLM via Casual Event Modeling

[AAAI 2025] VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding

✨✨[AAAI 2026] This is the official implementation of our paper "QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehension"

[NeurIPS'25] HoliTom: Holistic Token Merging for Fast Video Large Language Models

[EMNLP 2025 Main] Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models

[NeurIPS25] Official Implementation (Pytorch) of "DeepVideo-R1"

[CVPR 2025] Official Repository of the paper "On the Consistency of Video Large Language Models in Temporal Comprehension"

[ICCV 2025] Streaming VideoLLMs for Real-time Procedural Video Understanding

This repo integrates DyCoke's token compression method with VLMs such as Gemma3 and InternVL3