---
base_model: meta-llama/Llama-3.1-8B-Instruct
library_name: peft
---

# Llama 7B Uncertainty Calibration Model (Brier Loss)

This model is a fine-tuned version of Llama-3.1-8B-Instruct optimized for uncertainty calibration using Brier score loss.

## Model Details

### Model Description

- **Developed by:** liushiliushi
- **Model type:** Llama fine-tuned with PEFT/LoRA
- **Language(s):** English
- **License:** Same as base model (Llama 3.1)
- **Finetuned from model:** meta-llama/Llama-3.1-8B-Instruct

## Uses

### Direct Use

This model is optimized for tasks requiring well-calibrated uncertainty estimates.

## Training Details

### Training Hyperparameters

- **Learning rate:** 1e-5
- **Epochs:** 2
- **Loss function:** Brier score
- **Batch size:** 16

### Framework versions

- PEFT 0.12.0