Mistral Models

**Overview**

The Mistral models are large language models (LLMs) developed by Mistral AI. The models provided in this listing are

- [mistral_7b_v0_1](https://huggingface.co/mistralai/Mistral-7B-v0.1)
- [mistral_7b_instruct_v0_1](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1)
- [mistral_7b_instruct_v0_2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2)

The models are packaged using MLflow’s transformers flavor.
- [mistral_7b_v0_1](https://huggingface.co/mistralai/Mistral-7B-v0.1): pretrained generative text model that can be used for further fine-tuning on specific applications.
- [mistral_7b_instruct_v0_1](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1), [mistral_7b_instruct_v0_2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2): instruct fine-tuned for short-form instruction following.

Mistral models are licensed under the [Apache 2.0 license](https://github.com/mistralai/mistral-src/blob/main/LICENSE). By installing this listing, you acknowledge and agree to the license.

For example notebooks of using the mistral model in various use cases on Databricks, refer to [the Databricks ML example repository](https://github.com/databricks/databricks-ml-examples/tree/master/llm-models/mistral).

**Use cases**

[mistral_7b_v0_1](https://huggingface.co/mistralai/Mistral-7B-v0.1):
- Fine-tuning on specific applications.

[mistral_7b_instruct_v0_1](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1), [mistral_7b_instruct_v0_2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2):
- Generating responses to text-based instructions

**Product details**

The pre-trained model can be used for further fine-tuning on specific applications. The fine-tuned model in this listing can be deployed directly to Databricks Model Serving for immediate use, or loaded for fine-tuning or batch inference use cases. For more details, install the listing and view the provided model cards for each model.