System 2 Attention (is something you might need too) Paper • 2311.11829 • Published Nov 20, 2023 • 39
TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems Paper • 2311.11315 • Published Nov 19, 2023 • 6
Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations Paper • 2312.06674 • Published Dec 7, 2023 • 6
Secrets of RLHF in Large Language Models Part II: Reward Modeling Paper • 2401.06080 • Published Jan 11 • 25
Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation Paper • 2401.08417 • Published Jan 16 • 31
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases Paper • 2402.14905 • Published Feb 22 • 118
MathScale: Scaling Instruction Tuning for Mathematical Reasoning Paper • 2403.02884 • Published Mar 5 • 15
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection Paper • 2403.03507 • Published Mar 6 • 182
User-LLM: Efficient LLM Contextualization with User Embeddings Paper • 2402.13598 • Published Feb 21 • 18
CodecLM: Aligning Language Models with Tailored Synthetic Data Paper • 2404.05875 • Published Apr 8 • 16