ProdFanYi

Model Card for Model ID

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Ecommerce Product Description Translation Model (Simplified Chinese to English)

Model Details

Model Description

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A finetuned version of mistralai/Mistral-7B-v0.1 for mandarin to english e-commerce product translations.

• Developed by: [Noah Statton]
• Funded by [optional]: [More Information Needed]
• Shared by [optional]: [More Information Needed]
• Model type: [Adapter for Mistral-7B-v0.1]
• Language(s) (NLP): [English, 中文(简体)]
• License: [More Information Needed]
• Finetuned from model [optional]: [Mistral-7B-v0.1]

Model Sources [optional]

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Uses

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Direct Use

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Downstream Use [optional]

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Out-of-Scope Use

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Bias, Risks, and Limitations

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Recommendations

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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

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Training Procedure

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Preprocessing [optional]

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Training Hyperparameters

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Speeds, Sizes, Times [optional]

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Evaluation

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Testing Data, Factors & Metrics

Testing Data

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Factors

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Metrics

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Results

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Summary

Model Examination [optional]

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Environmental Impact

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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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Compute Infrastructure

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Hardware

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Software

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Citation [optional]

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Glossary [optional]

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Model Card Authors [optional]

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Framework versions

• PEFT 0.10.0