Text Generation
PEFT
Safetensors
English
lora
llama-3.1
api-generation
function-calling
structured-output
fine-tuned
conversational
Instructions to use kineticdrive/llama-structured-api-adapter with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use kineticdrive/llama-structured-api-adapter with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("unsloth/llama-3.1-8b-instruct-bnb-4bit") model = PeftModel.from_pretrained(base_model, "kineticdrive/llama-structured-api-adapter") - Notebooks
- Google Colab
- Kaggle
Ctrl+K
Fine-tuned Llama 3.1 8B adapter for structured API generation - 40% accuracy (95% better than Azure GPT)
02e3cea verified