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1. huggingface/transformers huggingface/transformers Public

   🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

   Python 154k 31.5k

2. modelscope/ms-swift modelscope/ms-swift Public

   Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3, Qwen3-MoE, DeepSeek-R1, GLM4.5, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Llava, …

   Python 11.8k 1.1k

3. EvolvingLMMs-Lab/lmms-eval EvolvingLMMs-Lab/lmms-eval Public

   One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks

   Python 3.4k 461

4. xiaomi-research/q-frame xiaomi-research/q-frame Public

   [ICCV 2025] Implementation of the paper "Q-Frame: Query-aware Frame Selection and Multi-Resolution Adaptation for Video-LLMs"

   Python 61 2

5. SiT-MLP SiT-MLP Public

   [TCSVT 2024] Implementation of the paper "SiT-MLP: A Simple MLP with Point-wise Topology Feature Learning for Skeleton-based Action Recognition"

   Python 18 1

6. CSRE CSRE Public

   [PR 2025] The official implementation of paper 'A Generically Contrastive Spatiotemporal Representation Enhancement for 3D Skeleton Action Recognition'

   Python 7 2