konkani-Llama
Collection
Fintuned LLama model for konkani β’ 1 item β’ Updated
How to use konkani/konkani-llama3.1-8b-instruct with Transformers:
# pip install -U transformers accelerate
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("konkani/konkani-llama3.1-8b-instruct", device_map="auto")This model is a parameter-efficient fine-tune (LoRA) of Meta-Llama-3.1-8B-Instruct, specifically optimized for the Konkani language across its three official scripts: Devanagari, Romi (Latin), and Kannada. It was fine-tuned on the Konkani-Instruct-100k dataset.
First, make sure you have the required libraries installed:
pip install transformers torch accelerate peft
Base model
meta-llama/Llama-3.1-8B