LLM Reports - a VoladorLuYu Collection

VoladorLuYu 's Collections

Research on LLM

Generative Multiple Modality

Super Alignment

Foundation Machine Learning

Graph Foundation Multimodal Models

Symbolic LLM Reasoning

Data-efficient LLMs

Understanding LLM

synthetic code generation

Diffusion Models

LLM+Architecture

LLM+Self-Play RL

LLM Reports

updated Sep 23

Nemotron-4 15B Technical Report

Paper • 2402.16819 • Published Feb 26 • 42
InternLM2 Technical Report

Paper • 2403.17297 • Published Mar 26 • 29
Chinese Tiny LLM: Pretraining a Chinese-Centric Large Language Model

Paper • 2404.04167 • Published Apr 5 • 12
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

Paper • 2402.14905 • Published Feb 22 • 126
JetMoE: Reaching Llama2 Performance with 0.1M Dollars

Paper • 2404.07413 • Published Apr 11 • 36
Chinchilla Scaling: A replication attempt

Paper • 2404.10102 • Published Apr 15 • 1
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Paper • 2404.14219 • Published Apr 22 • 253
LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

Paper • 2405.00732 • Published Apr 29 • 118
The Prompt Report: A Systematic Survey of Prompting Techniques

Paper • 2406.06608 • Published Jun 6 • 55
DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

Paper • 2406.11931 • Published Jun 17 • 57
Qwen2 Technical Report

Paper • 2407.10671 • Published Jul 15 • 157
Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19 • 135