Research Papers A collection of papers focused on LLM Orca 2: Teaching Small Language Models How to Reason Paper • 2311.11045 • Published Nov 18, 2023 • 71 ToolTalk: Evaluating Tool-Usage in a Conversational Setting Paper • 2311.10775 • Published Nov 15, 2023 • 7 Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning Paper • 2311.11077 • Published Nov 18, 2023 • 24 MultiLoRA: Democratizing LoRA for Better Multi-Task Learning Paper • 2311.11501 • Published Nov 20, 2023 • 33
Orca 2: Teaching Small Language Models How to Reason Paper • 2311.11045 • Published Nov 18, 2023 • 71
ToolTalk: Evaluating Tool-Usage in a Conversational Setting Paper • 2311.10775 • Published Nov 15, 2023 • 7
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning Paper • 2311.11077 • Published Nov 18, 2023 • 24
MultiLoRA: Democratizing LoRA for Better Multi-Task Learning Paper • 2311.11501 • Published Nov 20, 2023 • 33
Synthetic Data Generation A curated list of papers focusing on synthetic data generation Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models Paper • 2402.13064 • Published Feb 20 • 47 Textbooks Are All You Need II: phi-1.5 technical report Paper • 2309.05463 • Published Sep 11, 2023 • 87 DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows Paper • 2402.10379 • Published Feb 16 • 30 Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models Paper • 2312.06585 • Published Dec 11, 2023 • 28
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models Paper • 2402.13064 • Published Feb 20 • 47
Textbooks Are All You Need II: phi-1.5 technical report Paper • 2309.05463 • Published Sep 11, 2023 • 87
DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows Paper • 2402.10379 • Published Feb 16 • 30
Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models Paper • 2312.06585 • Published Dec 11, 2023 • 28