Mistral 7B is a 7.3B parameter model from Mistral AI that outperformed Llama 2 13B on all Benchmarks and Llama 34B on many benchmarks and approaches CodeLlama 7B performance on code.

## Contents

- Mistral 7B Instruct
- Running Mistral 7B Instruct with Python
- Mistral 7B Instruct Model Demo
- Mistral 7B vs Llama 2

## Mistral 7B Instruct: Fine-Tuning for Chat

Mistral 7B is finetuned on publicly available instruction datasets resulting in Mistral 7B Instruct Model. It achieves remarkable performance, outperforming all other 7B models on MT-Bench and is comparable to 13B chat models.

## Running Mistral 7B Instruct with Python

You can run Mistral 7B Instruct with our Python SDK with just a few lines of code.

To get started, Signup to Clarifai [here](/content/signup/index.html) and get your Personal Access Token(PAT) under [security](/content/settings/security/index.html) section in settings.

Check out the Code Below:

You can also run the Mistral 7B Instruct model with the Clarifai Python API Client.

Check out the Code Below:

You can also run Mistral 7B Instruct Model using the other Clarifai Client Libraries like Javascript, Java, cURL, NodeJS, PHP, etc [here](https://docs.clarifai.com/api-guide/api-overview/api-clients/?__hstc=26175983.27780ce87a05e27682bc4d2b7c228faf.1684298965774.1695925630298.1695953488240.323&__hssc=26175983.14.1695953488240&__hsfp=2687445620).

## Model Demo in the Clarifai Platform:

Try out the Mistral 7B Instruct model here: [clarifai.com/mistralai/completion/models/mistral-7B-Instruct](/content/mistralai/completion/models/mistral-7B-Instruct/index.html).

## Mistral 7B vs Llama 2

Mistral 7B was evaluated with the performance of various Llama models across a wide range of benchmarks.

- **Mistral 7B Dominance:** Mistral 7B stands out by significantly outperforming Llama 2 13B across all metrics.
- **Comparable to Llama 34B:** Since there is no Llama 2 34B version available Mistral 7B's performance is compared with Llama 34B and it's on par.
- **Code and Reasoning:** Mistral 7B also excels in code-related and reasoning benchmarks and it's approaches CodeLlama 7B performance on code.