RedPajama: an Open Dataset for Training Large Language Models Paper • 2411.12372 • Published Nov 19 • 47
LoLCATS Collection Linearizing LLMs with high quality and efficiency. We linearize the full Llama 3.1 model family -- 8b, 70b, 405b -- for the first time! • 4 items • Updated Oct 14 • 14
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning Paper • 2409.12183 • Published Sep 18 • 36
Enhancing Training Efficiency Using Packing with Flash Attention Paper • 2407.09105 • Published Jul 12 • 14
Power Scheduler: A Batch Size and Token Number Agnostic Learning Rate Scheduler Paper • 2408.13359 • Published Aug 23 • 22
Power-LM Collection Dense & MoE LLMs trained with power learning rate scheduler. • 4 items • Updated Oct 17 • 15
view article Article Introducing AuraFace: Open-Source Face Recognition and Identity Preservation Models By isidentical • Aug 26 • 37
To Code, or Not To Code? Exploring Impact of Code in Pre-training Paper • 2408.10914 • Published Aug 20 • 41
💻 Local SmolLMs Collection SmolLM models in MLC, ONNX and GGUF format for local applications + in-browser demos • 14 items • Updated 2 days ago • 46
🪐 SmolLM Collection A series of smol LLMs: 135M, 360M and 1.7B. We release base and Instruct models as well as the training corpus and some WebGPU demos • 12 items • Updated 2 days ago • 204
view article Article A failed experiment: Infini-Attention, and why we should keep trying? Aug 14 • 53
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs Paper • 2408.07055 • Published Aug 13 • 64