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metadata
library_name: transformers
tags:
  - moe
  - moerge
license: apache-2.0
language:
  - en

Model Card for Hydra MOE 120B

This is a 4x34b MOE model. I have been expirementing with various gate settings and models. This is yet another run with a different set of models on the same gate definitions.

I am using mixtral tooling.

Model Details

Model Description

This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.

  • Developed by: [More Information Needed]
  • Funded by [optional]: ibivibiv sadly alone and out of my pocket for now :D lol
  • Shared by [optional]: ibivibiv
  • Model type: MOE of 4 35B models (mistral/yi/llamma)
  • Language(s) (NLP): English
  • License: Apache 2.0
  • MOE'd from models : jondurbin/nontoxic-bagel-34b-v0.2, 01-ai/Yi-34B, bhenrym14/platypus-yi-34b, abacusai/MM-OV-bagel-DPO-34b-c1000-250

Model Sources [optional]

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Uses

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

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

Use the code below to get started with the model.

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Training Details

Training Data

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Training Procedure

Preprocessing [optional]

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Training Hyperparameters

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Speeds, Sizes, Times [optional]

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Evaluation

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

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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Model Card Authors [optional]

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Model Card Contact

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