---
base_model: unsloth/Meta-Llama-3.1-8B-Instruct-unsloth-bnb-4bit
tags:
- text-generation-inference
- transformers
- unsloth
- llama
- gguf
license: apache-2.0
language:
- en
datasets:
- neural-bridge/rag-dataset-12000
---

# Uploaded  model

This model was fine-tuned for 3 epochs on the RAG-12.000 dataset to perform better in RAG pipelines.
Using RAGAs metrics on own testset, mean performance increased: Faithfulness 0.783 -> 0.822, Answer Correctness 0.591 -> 0.613, Answer Relevance 0.765 -> 0.874 and mean inference time decreased 9.95s -> 6.12s

- **Developed by:** R0bfried
- **License:** apache-2.0
- **Finetuned from model :** unsloth/Meta-Llama-3.1-8B-Instruct-unsloth-bnb-4bit

This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.

[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)