Model Card for Model ID
This model is a translation model which translate the Indian language to english and english to Indian languages.
Model Details
brfore translation it has some steps of preprocessing :
step 1: Formatting the input text and make it empty line seprated text.
step 2: subwwording and tokenization using sentencepiece model(encoding stage)
step 3: translation stage
step 4: desubwording the translated text.( Decoding stage)
Model Description
- Developed by: Verbalyze employee Vikrant
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Uses
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Bias, Risks, and Limitations
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Recommendations
Use model_translate.py for translation.
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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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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