ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance Paper • 2412.06673 • Published 8 days ago • 11
OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation Paper • 2412.02592 • Published 14 days ago • 20
Puzzle: Distillation-Based NAS for Inference-Optimized LLMs Paper • 2411.19146 • Published 20 days ago • 13
Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free Paper • 2410.10814 • Published Oct 14 • 48
Datasets for Pretrained Thai LLM Collection List Datasets for pretrained Thai LLM by PyThaiNLP • 23 items • Updated Sep 12 • 9
Llama 3.2 Collection This collection hosts the transformers and original repos of the Llama 3.2 and Llama Guard 3 • 15 items • Updated 11 days ago • 543
view article Article Illustrated LLM OS: An Implementational Perspective By shivance • Dec 3, 2023 • 16
view article Article Rank-Stabilized LoRA: Unlocking the Potential of LoRA Fine-Tuning By damjan-k • Feb 20 • 17
view article Article Llama-3.1-Storm-8B: Improved SLM with Self-Curation + Model Merging By akjindal53244 • Aug 19 • 74
view article Article Perspectives for first principles prompt engineering By KnutJaegersberg • Aug 18 • 16
BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts Paper • 2408.08274 • Published Aug 15 • 12
view article Article A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes Aug 17, 2022 • 65
view article Article Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA May 24, 2023 • 99
Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning Paper • 2407.18248 • Published Jul 25 • 31