Sachin-Hansaka
/

Sinhala-qa-QLoRA-LLaMA-3.2-3B-Instruct

Question Answering

Model card Files Files and versions Community

You need to agree to share your contact information to access this model

This repository is publicly accessible, but you have to accept the conditions to access its files and content.

Log in or Sign Up to review the conditions and access this model content.

This repository contains only LoRA/QLoRA adapter weights. You must load them on top of the base model (e.g., google/gemma-2-2B-Instruct) using peft.

🚀 How to Use This Model

This model is fine-tuned for Sinhala Abstractive QA using QLoRA. You must load it with the base model:

# Example Inference
from transformers import AutoTokenizer, AutoModelForCausalLM
from peft import PeftModel

base_model = AutoModelForCausalLM.from_pretrained("meta-llama/Llama-3.2-3B-Instruct")
tokenizer = AutoTokenizer.from_pretrained("meta-llama/Llama-3.2-3B-Instruct")

model = PeftModel.from_pretrained(base_model, "Sachin-Hansaka/Sinhala-qa-QLoRA-LLaMA-3.2-3B-Instruct")

Downloads last month: 2

Inference Providers NEW

Question Answering

This model isn't deployed by any Inference Provider. 🙋 Ask for provider support

Model tree for Sachin-Hansaka/Sinhala-qa-QLoRA-LLaMA-3.2-3B-Instruct

Base model

meta-llama/Llama-3.2-3B-Instruct

Adapter

(408)

this model

Dataset used to train Sachin-Hansaka/Sinhala-qa-QLoRA-LLaMA-3.2-3B-Instruct