Training Language Models to Self-Correct via Reinforcement Learning Paper • 2409.12917 • Published 3 days ago • 91
LLM Reasoning Papers Collection Papers to improve reasoning capabilities of LLMs • 13 items • Updated 2 days ago • 29
Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents Paper • 2408.07199 • Published Aug 13 • 19
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking Paper • 2403.09629 • Published Mar 14 • 70
view article Article ColPali: Efficient Document Retrieval with Vision Language Models 👀 By manu • Jul 5 • 87
On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes Paper • 2306.13649 • Published Jun 23, 2023 • 14
Gemma 2 2B Release Collection The 2.6B parameter version of Gemma 2. • 6 items • Updated Jul 31 • 76
view article Article Fine-tune Llama 3.1 Ultra-Efficiently with Unsloth By mlabonne • Jul 29 • 196
Llama 3.1 Collection This collection hosts the transformers and original repos of the Meta Llama 3.1, Llama Guard 3 and Prompt Guard models • 11 items • Updated Aug 2 • 573
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases Paper • 2402.14905 • Published Feb 22 • 107
LLM Compiler Collection Meta LLM Compiler is a state-of-the-art LLM that builds upon Code Llama with improved performance for code optimization and compiler reasoning. • 4 items • Updated Jun 27 • 147
DataComp-LM: In search of the next generation of training sets for language models Paper • 2406.11794 • Published Jun 17 • 48
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale Paper • 2406.17557 • Published Jun 25 • 84
Chameleon: Mixed-Modal Early-Fusion Foundation Models Paper • 2405.09818 • Published May 16 • 125
4M Models Collection Multimodal models from https://4m.epfl.ch/ • 14 items • Updated Jun 14 • 29
Nemotron 4 340B Collection Nemotron-4: open models for Synthetic Data Generation (SDG). Includes Base, Instruct, and Reward models. • 4 items • Updated Jul 17 • 156
Show, Don't Tell: Aligning Language Models with Demonstrated Feedback Paper • 2406.00888 • Published Jun 2 • 30
Uni-MoE: Scaling Unified Multimodal LLMs with Mixture of Experts Paper • 2405.11273 • Published May 18 • 17
Phi-3 Collection Phi-3 family of small language and multi-modal models. Language models are available in short- and long-context lengths. • 27 items • Updated 4 days ago • 464
PaliGemma Release Collection Pretrained and mix checkpoints for PaliGemma • 16 items • Updated Jul 31 • 133
Granite Code Models Collection A series of code models trained by IBM licensed under Apache 2.0 license. We release both the base pretrained and instruct models. • 23 items • Updated 23 days ago • 155
ChatQA: Building GPT-4 Level Conversational QA Models Paper • 2401.10225 • Published Jan 18 • 32
Llama3-ChatQA-1.5 Collection Llama3-ChatQA-1.5 models excel at conversational question answering (QA) and retrieval-augmented generation (RAG). • 6 items • Updated Jul 17 • 39
Better & Faster Large Language Models via Multi-token Prediction Paper • 2404.19737 • Published Apr 30 • 73
Llama 3 - Smashed Collection Many variations of Llama 3 with many compression techniques. • 81 items • Updated May 2 • 5
RePLan: Robotic Replanning with Perception and Language Models Paper • 2401.04157 • Published Jan 8 • 3
PERL: Parameter Efficient Reinforcement Learning from Human Feedback Paper • 2403.10704 • Published Mar 15 • 56
Learning to Learn Faster from Human Feedback with Language Model Predictive Control Paper • 2402.11450 • Published Feb 18 • 20