The Prompt Report: A Systematic Survey of Prompting Techniques Paper • 2406.06608 • Published 27 days ago • 47
DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence Paper • 2406.11931 • Published 16 days ago • 54
LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report Paper • 2405.00732 • Published Apr 29 • 116
Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models Paper • 2405.01535 • Published May 2 • 106
Handbook v0.1 models and datasets Collection Models and datasets for v0.1 of the alignment handbook • 6 items • Updated Nov 10, 2023 • 23
Awesome SFT datasets Collection A curated list of interesting datasets to fine-tune language models with. • 43 items • Updated Apr 12 • 101
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits Paper • 2402.17764 • Published Feb 27 • 575
Medical QA Datasets Collection A collection of medical question answering (QA) datasets • 19 items • Updated Oct 31, 2023 • 16
MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts Paper • 2401.04081 • Published Jan 8 • 68
Blending Is All You Need: Cheaper, Better Alternative to Trillion-Parameters LLM Paper • 2401.02994 • Published Jan 4 • 45
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models Paper • 2309.14717 • Published Sep 26, 2023 • 43