Mixtral-8x7b Model
收藏Databricks2024-05-09 收录
下载链接：
https://marketplace.databricks.com/details/d19615bb-9c07-42ee-80f9-e77dde36b247/Databricks_Mixtral-8x7b-Model
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资源简介：
**Overview**
The Mixtral_8x7b models are large language models (LLMs) developed by Mistral AI. The models provided in this listing are
- [Mixtral_8x7B_v0_1](https://huggingface.co/mistralai/Mixtral-8x7B-v0.1)
- [Mixtral_8x7B_Instruct_v0_1](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1)
The models are packaged using MLflow’s transformers flavor.
- [Mixtral_8x7B_Instruct_v0_1](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1): fine-tuned for dialogue-based use cases.
- [Mixtral_8x7B_v0_1](https://huggingface.co/mistralai/Mixtral-8x7B-v0.1): pretrained generative text model that can be used for further fine-tuning on specific applications.
Mixtral_8x7b models are licensed under the [Apache 2.0 license](https://choosealicense.com/licenses/apache-2.0). By installing this listing, you acknowledge and agree to the license.
For example notebooks of using the mixtral_8x7b 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/mixtral-8x7b).
**Use cases**
[Mixtral_8x7B_Instruct_v0_1](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1):
- Generating responses to text-based instructions
- Chatbots and conversational AI systems
[Mixtral_8x7B_v0_1](https://huggingface.co/mistralai/Mixtral-8x7B-v0.1):
- Fine-tuning on specific applications.
**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.
提供机构：
Databricks
