Fast Matrix Multiplications for Lookup Table-Quantized LLMs
Paper
• 2407.10960 • Published
• 13
daily-papers
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ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities
Paper • 2407.14482 • Published • 26 -
EVLM: An Efficient Vision-Language Model for Visual Understanding
Paper • 2407.14177 • Published • 45 -
Knowledge Mechanisms in Large Language Models: A Survey and Perspective
Paper • 2407.15017 • Published • 34 -
Compact Language Models via Pruning and Knowledge Distillation
Paper • 2407.14679 • Published • 39 -
DDK: Distilling Domain Knowledge for Efficient Large Language Models
Paper • 2407.16154 • Published • 22 -
PERSONA: A Reproducible Testbed for Pluralistic Alignment
Paper • 2407.17387 • Published • 20 -
LAMBDA: A Large Model Based Data Agent
Paper • 2407.17535 • Published • 37 -
Wolf: Captioning Everything with a World Summarization Framework
Paper • 2407.18908 • Published • 32 -
MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains
Paper • 2407.18961 • Published • 40 -
Tails Tell Tales: Chapter-Wide Manga Transcriptions with Character Names
Paper • 2408.00298 • Published • 11 -
Finch: Prompt-guided Key-Value Cache Compression
Paper • 2408.00167 • Published • 17 -
Improving Text Embeddings for Smaller Language Models Using Contrastive Fine-tuning
Paper • 2408.00690 • Published • 25 -
Gemma 2: Improving Open Language Models at a Practical Size
Paper • 2408.00118 • Published • 78 -
SAM 2: Segment Anything in Images and Videos
Paper • 2408.00714 • Published • 120 -
RAG Foundry: A Framework for Enhancing LLMs for Retrieval Augmented Generation
Paper • 2408.02545 • Published • 40 -
MiniCPM-V: A GPT-4V Level MLLM on Your Phone
Paper • 2408.01800 • Published • 92 -
Synthesizing Text-to-SQL Data from Weak and Strong LLMs
Paper • 2408.03256 • Published • 10