SAGE MM Qwen2.5 VL 7B SFT RL GGUF

--- license: apache-2.0 pipeline_tag: video-text-to-text library_name: transformers language: - en base_model: - allenai/SAGE-MM-Qwen2.5-VL-7B-SFT_RL tags: - text-generation-inference - llama.cpp --- # **SAGE-MM-Qwen2.5-VL-7B-SFT_RL-GGUF** > The SAGE-MM-Qwen2.5-VL-7B-SFT_RL from allenai is a 7B-parameter reinforcement learning (RL) refined vision-language model, further post-trained via RL from the SAGE-MM-Qwen2.5-VL-7B-SFT (itself fine-tuned from Qwen/Qwen2.5-VL-7B-Instruct), acting as the core decision-maker in the SAGE (Smart Any-Horizon Agent) system for long video reasoning with enhanced performance over SFT baselines through two-stage operation: Stage-1 assesses initial sampled frames/metadata to route queries as single-turn (direct answers) or multi-turn (tool-needed), while Stage-2 loops JSON-formatted tool calls for web-search, timestamped ASR transcription, event grounding, video frame/subclip extraction, and visual analysis to iteratively build context until resolution. Tailored for arbitrary-length video Q&A across sports, narratives, events, or timelines beyond fixed horizons, it demands the SAGE GitHub runtime for tool parsing/execution/observation feedback, delivering state-of-the-art results on benchmarks like MINERVA under Apache 2.0 for research/educational use per Ai2 guidelines, with GGUF quantizations enabling efficient deployment. ## SAGE-MM-Qwen2.5-VL-7B-SFT_RL [GGUF] | File Name | Quant Type | File Size | File Link | | - | - | - | - | | SAGE-MM-Qwen2.5-VL-7B-SFT_RL.IQ4_XS.gguf | IQ4_XS | 4.25 GB | [Download](https://huggingface.co/prithivMLmods/SAGE-MM-Qwen2.5-VL-7B-SFT_RL-GGUF/blob/main/SAGE-MM-Qwen2.5-VL-7B-SFT_RL.IQ4_XS.gguf) | | SAGE-MM-Qwen2.5-VL-7B-SFT_RL.Q2_K.gguf | Q2_K | 3.02 GB | [Download](https://huggingface.co/prithivMLmods/SAGE-MM-Qwen2.5-VL-7B-SFT_RL-GGUF/blob/main/SAGE-MM-Qwen2.5-VL-7B-SFT_RL.Q2_K.gguf) | | SAGE-MM-Qwen2.5-VL-7B-SFT_RL.Q3_K_L.gguf | Q3_K_L | 4.09 GB | [Download](https://huggingface.co/prithivMLmods/SAGE-MM-Qwen2.5-VL-7B-SFT_RL-GGUF/blob/main/SAGE-MM-Qwen2.5-VL-7B-SFT_RL.Q3_K_L.gguf) | | SAGE-MM-Qwen2.5-VL-7B-SFT_RL.Q3_K_M.gguf | Q3_K_M | 3.81 GB | [Download](https://huggingface.co/prithivMLmods/SAGE-MM-Qwen2.5-VL-7B-SFT_RL-GGUF/blob/main/SAGE-MM-Qwen2.5-VL-7B-SFT_RL.Q3_K_M.gguf) | | SAGE-MM-Qwen2.5-VL-7B-SFT_RL.Q3_K_S.gguf | Q3_K_S | 3.49 GB | [Download](https://huggingface.co/prithivMLmods/SAGE...

Source context: 205 downloads · 1 likes · Pipeline video-text-to-text · Library transformers · Repo prithivMLmods/SAGE-MM-Qwen2.5-VL-7B-SFT_RL-GGUF

Source context: 45 downloads · 1 likes · Pipeline video-text-to-text · Library transformers · Repo prithivMLmods/SAGE-MM-Qwen2.5-VL-7B-SFT_RL-GGUF