MiniGPT4をAutoGPTQ/BitsAndBytesで量子化してAWS上でのスループットを検証する
283{icon} {views} LLMをデプロイする際に、LLM部分の量子化が必要になることが多いです。MiniGPT4のようなVision & Language（マルチモーダル）なLLMに焦点をあて、Aut […]...
論文まとめ：UniVTG: Towards Unified Video-Language Temporal Grounding
196{icon} {views} タイトル：UniVTG: Towards Unified Video-Language Temporal Grounding 著者：Kevin Qinghong Lin, Pengch […]...
論文まとめ：GRiT: A Generative Region-to-text Transformer for Object Understanding
496{icon} {views} タイトル：GRiT: A Generative Region-to-text Transformer for Object Understanding 著者：Jialian Wu, J […]...
論文まとめ：EVA-02: A Visual Representation for Neon Genesis
727{icon} {views} タイトル：EVA-02: A Visual Representation for Neon Genesis 著者：Yuxin Fang, Quan Sun, Xinggang Wang […]...
論文まとめ：EVA: Exploring the Limits of Masked Visual Representation Learning at Scale
974{icon} {views} タイトル：EVA: Exploring the Limits of Masked Visual Representation Learning at Scale 著者：Yuxin Fa […]...
論文まとめ：Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection
2.9k{icon} {views} タイトル：Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection […]...
論文まとめ：Flamingo: a Visual Language Model for Few-Shot Learning
1.3k{icon} {views} タイトル：Flamingo: a Visual Language Model for Few-Shot Learning 著者：Jean-Baptiste Alayrac, Jeff […]...
論文まとめ：BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models
6.8k{icon} {views} タイトル：BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large […]...
論文まとめ：Domino: Discovering Systematic Errors with Cross-Modal Embeddings
250{icon} {views} タイトル：Domino: Discovering Systematic Errors with Cross-Modal Embeddings 著者：Sabri Eyuboglu, Ma […]...