---
library_name: transformers
tags:
- medical
license: apache-2.0
datasets:
- nuvocare/MSD_instruct
language:
- fr
- en
- de
- es
pipeline_tag: text-generation
---

# Model Card for NuvoChat

## Model Details

NuvoChat is a fine-tuned version of the Mistral-7b-Instruct-v0.1 on a medical domain. The fine-tuning was done with LoRA and a quantized version of the model.


### Model Description


- **Developed by:** [Samuel Caineau, Nuvocare](https://www.linkedin.com/in/samuel-chaineau-734b13122/)
- **Funded by [Nuvocare]:** [Nuvocare](https://www.nuvocare.fr/)
- **Language(s) (NLP):** English, French, Spanish and German
- **Finetuned from model [Mistral 7B Instruct v0.2]:** [Base model](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2)

## 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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[More Information Needed]

### 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

Use the code below 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

- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->

#### 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

<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->

1.04 kg CO2 using [this calculator](https://mlco2.github.io/impact/#compute)

- **Hardware Type:** [More Information Needed]
- **Hours used:** [More Information Needed]
- **Cloud Provider:** [More Information Needed]
- **Compute Region:** [More Information Needed]
- **Carbon Emitted:** [More Information Needed]

## 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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## Model Card Contact

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