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 • 146
NuminaMath Collection Datasets and models for training SOTA math LLMs. See our GitHub for training & inference code: https://github.com/project-numina/aimo-progress-prize • 6 items • Updated Jul 21 • 67
Self-Discover: Large Language Models Self-Compose Reasoning Structures Paper • 2402.03620 • Published Feb 6 • 112
Spectra: A Comprehensive Study of Ternary, Quantized, and FP16 Language Models Paper • 2407.12327 • Published Jul 17 • 77
Teaching Transformers Causal Reasoning through Axiomatic Training Paper • 2407.07612 • Published Jul 10 • 2
AgentInstruct: Toward Generative Teaching with Agentic Flows Paper • 2407.03502 • Published Jul 3 • 49
Model Surgery: Modulating LLM's Behavior Via Simple Parameter Editing Paper • 2407.08770 • Published Jul 11 • 19
WaveUI Collection WaveUI is a collection of datasets and tools to improve UI object detection • 6 items • Updated Jul 31 • 9
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits Paper • 2402.17764 • Published Feb 27 • 603