Gorilla
StaleDescription
Gorilla is Berkeley's open-source project focused on LLM function calling training, evaluation, and cross-domain tool use.
Key Features
- Function-call data — large-scale API + function-call dataset
- Gorilla 7B — LLaMA fine-tuned for function calling
- Berkeley Function Calling Leaderboard — industry evaluation
- Multi-language — Python, Java, JS, REST APIs
- Agent integration — examples with LangChain and AutoGen
- Reproducible training — complete training scripts
Use Cases
💡 Training or fine-tuning your own function-call LLM
💡 Benchmarking LLMs on function calling capability
💡 Reference implementations for agent toolchains
💡 Academic research on function-call robustness
Categories
Quick Start
git clone https://github.com/ShishirPatil/gorilla.git
cd gorilla
pip install -r requirements.txt
python inference.py --model gorilla-7b --query "What is the capital of France?"