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llama-7b-uncertainty-brier
liushiliushi/llama-7b-uncertainty-brier
llama-7b-uncertainty-brier is a machine learning model from liushiliushi. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft.
This model is a fine-tuned version of Llama-3.1-8B-Instruct optimized for uncertainty calibration using Brier score loss.
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At a glance
- Library
- peft
- Model type
- llama
- Access
- Public
- Created
- May 9, 2025
- Updated
- May 9, 2025
- SHA
- 1a3d1740
Base models
Model card
From the Hugging Face model README
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
- Library
- peft
- Type
- llama
- Created
- May 9, 2025
- Updated
- May 9, 2025