Instruction Pre-Training: Language Models are Supervised Multitask Learners
Paper
•
2406.14491
•
Published
•
85
LLM-Summer
-
-
Better & Faster Large Language Models via Multi-token Prediction
Paper • 2404.19737 • Published • 73 -
RAFT: Adapting Language Model to Domain Specific RAG
Paper • 2403.10131 • Published • 67 -
The Prompt Report: A Systematic Survey of Prompting Techniques
Paper • 2406.06608 • Published • 53 -
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines
Paper • 2310.03714 • Published • 30 -
Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models
Paper • 2405.05374 • Published • 2 -
Searching for Best Practices in Retrieval-Augmented Generation
Paper • 2407.01219 • Published • 11 -
AgentInstruct: Toward Generative Teaching with Agentic Flows
Paper • 2407.03502 • Published • 44 -
FACTS About Building Retrieval Augmented Generation-based Chatbots
Paper • 2407.07858 • Published -
LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning
Paper • 2410.02884 • Published • 48