license: cc-by-nc-4.0
datasets:
- M4-ai/Rhino
language:
- en
base_model: mistralai/Mistral-7B-v0.1
co2_eq_emissions:
emissions: 3.8
Model Card for Model ID
This model aims to be a high-performance chatbot. During training, examples that have a quality score of less than 0.03 are skipped.
Model Details
Model Description
This model is to be used as a general-purpose chatbot/assistant. Trained on about 300,000 examples of M4-ai/Rhino, examples with a quality score lower than 0.03 are removed. During validation, this model achieved a loss of 0.55
- Developed by: Locutusque
- Model type: mistral
- Language(s) (NLP): English
- License: cc-by-nc-4.0
- Finetuned from model: mistralai/Mistral-7B-v0.1
Uses
This model is to be used as a general-purpose assistant, and may need to be further fine-tuned on DPO to detoxify the model or SFT for a more specific task.
Direct Use
This model should be used as a general assistant. this model is Capable of writing code, answering questions, and following instructions.
Downstream Use [optional]
[More Information Needed]
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.
Training Details
Training Data
[More Information Needed]
Training Procedure
Training Hyperparameters
- Training regime: bf16 non-mixed precision
Evaluation
Testing Data, Factors & Metrics
Testing Data
First 100 examples of M4-ai/Rhino. Training data does not include these examples.
Results
Test loss - 0.55
Summary
Environmental Impact
Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).
- Hardware Type: 8 TPU V3s
- Hours used: 24
- Cloud Provider: Kaggle
- Compute Region: [More Information Needed]
- Carbon Emitted: 3.8
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]
BibTeX:
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APA:
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Glossary [optional]
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Model Card Authors [optional]
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Model Card Contact
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