MPT models
收藏Databricks2024-05-09 收录
下载链接：
https://marketplace.databricks.com/details/8067baff-4b3a-4e7d-8f93-b4bb6f9e91fc/Databricks_MPT-models
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资源简介：
**Overview**
The MPT models are large language models (LLMs) developed by Databricks. The models provided in this listing are
- [mpt_30b](https://huggingface.co/mosaicml/mpt-30b)
- [mpt_7b](https://huggingface.co/mosaicml/mpt-7b)
- [mpt_7b_8k](https://huggingface.co/mosaicml/mpt-7b-8k)
- [mpt_30b_instruct](https://huggingface.co/mosaicml/mpt-30b-instruct)
- [mpt_7b_8k_instruct](https://huggingface.co/mosaicml/mpt-7b-8k-instruct)
- [mpt_7b_instruct](https://huggingface.co/mosaicml/mpt-7b-instruct)
The models are packaged using MLflow’s transformers flavor.
- [mpt_30b](https://huggingface.co/mosaicml/mpt-30b), [mpt_7b](https://huggingface.co/mosaicml/mpt-7b), [mpt_7b_8k](https://huggingface.co/mosaicml/mpt-7b-8k): pretrained generative text model that can be used for further fine-tuning on specific applications.
- [mpt_30b_instruct](https://huggingface.co/mosaicml/mpt-30b-instruct), [mpt_7b_8k_instruct](https://huggingface.co/mosaicml/mpt-7b-8k-instruct), [mpt_7b_instruct](https://huggingface.co/mosaicml/mpt-7b-instruct): instruct fine-tuned for short-form instruction following.
Mpt models are licensed under the [Apache-2.0](https://www.apache.org/licenses/LICENSE-2.0). By installing this listing, you acknowledge and agree to the license.
For example notebooks of using the mpt 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/mpt).
**Use cases**
[mpt_30b](https://huggingface.co/mosaicml/mpt-30b), [mpt_7b](https://huggingface.co/mosaicml/mpt-7b), [mpt_7b_8k](https://huggingface.co/mosaicml/mpt-7b-8k):
- Fine-tuning on specific applications.
[mpt_30b_instruct](https://huggingface.co/mosaicml/mpt-30b-instruct), [mpt_7b_8k_instruct](https://huggingface.co/mosaicml/mpt-7b-8k-instruct), [mpt_7b_instruct](https://huggingface.co/mosaicml/mpt-7b-instruct):
- 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.
提供机构：
Databricks
