Instructions to use isaiahbjork/tinyllama-function-calling-v0.1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use isaiahbjork/tinyllama-function-calling-v0.1 with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("unsloth/tinyllama-bnb-4bit") model = PeftModel.from_pretrained(base_model, "isaiahbjork/tinyllama-function-calling-v0.1") - Notebooks
- Google Colab
- Kaggle
Function Calling Adapter for Tiny Llama 1.1B v1.0
Formats response to {'message': '', 'function_call': None, 'args': []}
v0.1 - Doesn't call functions yet needs further fine-tuning, only formats message into JSON.
Make a copy of the colab to inference the model https://store.isaiahbjork.com/l/tiny-llama-finetuning-guide
Finetuned with unsloth.ai
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Base model
unsloth/tinyllama-bnb-4bit