SAGE MM Qwen3 VL 8B SFT RL GGUF

--- license: apache-2.0 language: - en base_model: - allenai/SAGE-MM-Qwen3-VL-8B-SFT_RL pipeline_tag: video-text-to-text library_name: transformers tags: - text-generation-inference - llama.cpp --- # **SAGE-MM-Qwen3-VL-8B-SFT_RL-GGUF** > The SAGE-MM-Qwen3-VL-8B-SFT_RL from allenai is an 8B-parameter reinforcement learning (RL) post-trained vision-language model, refined via RL from the SAGE-MM-Qwen3-VL-8B-SFT (fine-tuned from Qwen/Qwen3-VL-8B-Instruct), serving as the core decision-maker in the SAGE (Smart Any-Horizon Agent) system for long video reasoning with superior performance gains over SFT through two-stage operation: Stage-1 analyzes initial sampled frames/metadata to classify queries as single-turn (immediate answers) or multi-turn (tool-required), while Stage-2 iteratively generates JSON-formatted tool calls for web-search (external knowledge), transcribe-speech (timestamped ASR), ground-event (temporal localization), extract-video-parts (high-res frames/subclips), and analyze (visual breakdown) to progressively update context until resolution. Engineered for arbitrary-length video Q&A across sports, narratives, events, or timelines beyond fixed horizons, it requires the SAGE GitHub runtime for tool parsing/execution/observation feedback, achieving state-of-the-art on benchmarks like MINERVA under Apache 2.0 for research/educational use per Ai2 guidelines, with GGUF quantizations (Q4_K_S/M recommended) for efficient deployment. ## SAGE-MM-Qwen3-VL-8B-SFT_RL [GGUF] | File Name | Quant Type | File Size | File Link | | - | - | - | - | | SAGE-MM-Qwen3-VL-8B-SFT_RL.IQ4_XS.gguf | IQ4_XS | 4.59 GB | [Download](https://huggingface.co/prithivMLmods/SAGE-MM-Qwen3-VL-8B-SFT_RL-GGUF/blob/main/SAGE-MM-Qwen3-VL-8B-SFT_RL.IQ4_XS.gguf) | | SAGE-MM-Qwen3-VL-8B-SFT_RL.Q2_K.gguf | Q2_K | 3.28 GB | [Download](https://huggingface.co/prithivMLmods/SAGE-MM-Qwen3-VL-8B-SFT_RL-GGUF/blob/main/SAGE-MM-Qwen3-VL-8B-SFT_RL.Q2_K.gguf) | | SAGE-MM-Qwen3-VL-8B-SFT_RL.Q3_K_L.gguf | Q3_K_L | 4.43 GB | [Download](https://huggingface.co/prithivMLmods/SAGE-MM-Qwen3-VL-8B-SFT_RL-GGUF/blob/main/SAGE-MM-Qwen3-VL-8B-SFT_RL.Q3_K_L.gguf) | | SAGE-MM-Qwen3-VL-8B-SFT_RL.Q3_K_M.gguf | Q3_K_M | 4.12 GB | [Download](https://huggingface.co/prithivMLmods/SAGE-MM-Qwen3-VL-8B-SFT_RL-GGUF/blob/main/SAGE-MM-Qwen3-VL-8B-SFT_RL.Q3_K_M.gguf) | | SAGE-MM-Qwen3-VL-8B-SFT_RL.Q3_K_S.gguf | Q3_K_S | 3.7...

Source context: 265 downloads · 1 likes · Pipeline video-text-to-text · Library transformers · Repo prithivMLmods/SAGE-MM-Qwen3-VL-8B-SFT_RL-GGUF

Source context: 107 downloads · 1 likes · Pipeline video-text-to-text · Library transformers · Repo prithivMLmods/SAGE-MM-Qwen3-VL-8B-SFT_RL-GGUF