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Llama-3-8B-Orca_Plus

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Model Description

This Model is a fine-tuned version of [meta-llama/Meta-Llama-3-8B-Instruct] (https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct) on the microsoft/orca-math-word-problems-200k and openbmb/UltraInteract_sft dataset.

  • Developed by: Daniel Wetzel
  • Model type: Causal Language Modeling
  • Language(s) (NLP): English
  • License: License A custom commercial license is available at: https://llama.meta.com/llama3/license
  • Finetuned from model [optional]: meta-llama/Meta-Llama-3-8B-Instruct

Model Sources [optional]

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Uses

Direct Use

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Bias, Risks, and Limitations

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Recommendations

Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.

How to Get Started with the Model

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Training Details

Training Data

microsoft/orca-math-word-problems-200k openbmb/UltraInteract_sft

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Training Procedure

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Training Hyperparameters

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Evaluation

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Results

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Summary

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Environmental Impact

Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).

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Technical Specifications [optional]

Model Architecture and Objective

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Datasets used to train dwetzel/Llama-3-8B-Instruct_Orce_plus