FreedomIntelligence / TRIM
We introduce new approach, Token Reduction using CLIP Metric (TRIM), aimed at improving the efficiency of MLLMs without sacrificing their performance.
☆12Updated 2 months ago
Alternatives and similar repositories for TRIM:
Users that are interested in TRIM are comparing it to the libraries listed below
- Preference Learning for LLaVA☆37Updated 3 months ago
- The released data for paper "Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models".☆32Updated last year
- [EMNLP 2024] Official code for "Beyond Embeddings: The Promise of Visual Table in Multi-Modal Models"☆14Updated 4 months ago
- ☆37Updated 3 months ago
- ☆31Updated last year
- Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models☆43Updated 8 months ago
- ☆29Updated last year
- An Enhanced CLIP Framework for Learning with Synthetic Captions☆26Updated 2 months ago
- [NeurIPS-24] This is the official implementation of the paper "DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effect…☆35Updated 8 months ago
- Official Repository of Personalized Visual Instruct Tuning☆26Updated 3 months ago
- [ICLR 23] Contrastive Aligned of Vision to Language Through Parameter-Efficient Transfer Learning☆38Updated last year
- [ICCV2023] Official code for "VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control"☆53Updated last year
- [ICCV23] Official implementation of eP-ALM: Efficient Perceptual Augmentation of Language Models.☆27Updated last year
- Official implementation and dataset for the NAACL 2024 paper "ComCLIP: Training-Free Compositional Image and Text Matching"☆35Updated 6 months ago
- Code for paper: Unified Text-to-Image Generation and Retrieval☆13Updated 7 months ago
- Official code for "pi-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation", ICML 2023.☆32Updated last year
- Code for "AVG-LLaVA: A Multimodal Large Model with Adaptive Visual Granularity"☆23Updated 4 months ago
- Accelerating Vision-Language Pretraining with Free Language Modeling (CVPR 2023)☆31Updated last year
- Visual Programming for Text-to-Image Generation and Evaluation (NeurIPS 2023)☆54Updated last year
- The official GitHub page for ''What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Ins…☆18Updated last year
- Code Release of F-LMM: Grounding Frozen Large Multimodal Models☆62Updated 6 months ago
- ☆19Updated last year
- [NeurIPS 2024] Official PyTorch implementation of "Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives"☆33Updated 2 months ago
- ☆16Updated 6 months ago
- Official code for "What Makes for Good Visual Tokenizers for Large Language Models?".☆58Updated last year
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆71Updated 3 weeks ago
- ☆58Updated last month
- Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning☆19Updated 5 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆43Updated 7 months ago
- [ICCV 2023] ViLLA: Fine-grained vision-language representation learning from real-world data☆39Updated last year