liguodongiot/llm-resource
LLM全栈优质资源汇总
This is a curated collection of high-quality resources for large language model (LLM) development, covering everything from core algorithms like Transformer, GPT, and LLaMA, to advanced topics in LLM training, fine-tuning, alignment, and inference optimization. It includes foundational AI knowledge, infrastructure components like AI chips and frameworks, and guides for LLM application development. This resource is for AI engineers, machine learning researchers, and data scientists looking to build, optimize, or deploy LLMs.
689 stars. No commits in the last 6 months.
Use this if you are an AI engineer or researcher needing to quickly find comprehensive learning materials and practical guides for various aspects of large language model development.
Not ideal if you are a non-technical end-user seeking to understand how to use existing LLM applications without delving into their underlying technical implementation.
Stars
689
Forks
79
Language
Shell
License
Apache-2.0
Category
Last pushed
Jul 15, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/llm-tools/liguodongiot/llm-resource"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
thu-pacman/chitu
High-performance inference framework for large language models, focusing on efficiency,...
NotPunchnox/rkllama
Ollama alternative for Rockchip NPU: An efficient solution for running AI and Deep learning...
sophgo/LLM-TPU
Run generative AI models in sophgo BM1684X/BM1688
Deep-Spark/DeepSparkHub
DeepSparkHub selects hundreds of application algorithms and models, covering various fields of...
howard-hou/VisualRWKV
VisualRWKV is the visual-enhanced version of the RWKV language model, enabling RWKV to handle...