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CAEF_llama3.1_8b
HNDRXwjrmY/CAEF_llama3.1_8b
CAEF_llama3.1_8b is a machine learning model from HNDRXwjrmY. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as llama3.1.
This repository contains the models and datasets used in the paper "Executing Arithmetic: Fine-Tuning Large Language Models as Turing Machines".
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Updated Oct 8, 2024
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At a glance
- License
- llama3.1
- Access
- Public
- Created
- Sep 27, 2024
- Updated
- Oct 8, 2024
- SHA
- a3f55fd1
Model card
From the Hugging Face model README
Executing Arithmetic: Fine-Tuning Large Language Models as Turing Machines
This repository contains the models and datasets used in the paper "Executing Arithmetic: Fine-Tuning Large Language Models as Turing Machines".
Models
The ckpt folder contains 16 LoRA adapters that were fine-tuned for this research:
- 6 Basic Executors
- 3 Executor Composers
- 7 Aligners
The base model used for fine-tuning all of the above is LLaMA 3.1-8B.
Datasets
The datasets used for evaluating all models can be found in the datasets/raw folder.
Usage
Please refer to GitHub page for details.
- License
- llama3.1
- Created
- Sep 27, 2024
- Updated
- Oct 8, 2024