LLM 模型排行

A curated collection of open-source Large Language Model (LLM) projects that are production-ready and can be used for solving real-world problems. This repository focuses on high-performance, scalable LLM solutions across various industries and applications.

Different post-training techniques for LLMs, including: SFT, DPO and Online RL

⚕️ Multi-agent SLM system for medical question answering — domain-aware, private-by-design, cloud-free

Fine-tuning a Large Language Model (LLM) for code vulnerability detection using QLoRA, a method that quantizes the model to 4-bit floats and incorporates adapters for fine-tuning.

Companion code for the Manning book 'LLM Customization and Fine-Tuning.' Adapt open-weights LLMs end to end: prompting and RAG, LoRA/QLoRA, full SFT, distillation, and DPO/RLHF alignment.

Fine-tuning Llama 3.2 3B Instruct model for text generation using Unsloth AI

[CCL 2023] Revisiting k-NN for Fine-tuning Pre-trained Language Models

Sudoku4LLM is a Sudoku dataset generator for training and evaluating reasoning in Large Language Models (LLMs). It offers customizable puzzles, difficulty levels, and 11 serialization formats to support structured data reasoning and Chain of Thought (CoT) experiments.