OLMo models

**Overview**

The Olmo models are large language models (LLMs) developed by Allen Institute for AI (AI2). The models provided in this listing are

- [OLMo_1B](https://huggingface.co/allenai/OLMo-1B)
- [OLMo_7B](https://huggingface.co/allenai/OLMo-7B)
- [OLMo_7B_Twin_2T](https://huggingface.co/allenai/OLMo-7B-Twin-2T)

The models are packaged using MLflow’s PyFunc flavor for a Hugging Face `transformers` model.
- [OLMo_1B](https://huggingface.co/allenai/OLMo-1B), [OLMo_7B](https://huggingface.co/allenai/OLMo-7B), [OLMo_7B_Twin_2T](https://huggingface.co/allenai/OLMo-7B-Twin-2T): pretrained generative text model that can be used for further fine-tuning on specific applications.

Olmo models are licensed under the [Apache 2.0 license](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 olmo 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/olmo).

**Use cases**

[OLMo_1B](https://huggingface.co/allenai/OLMo-1B), [OLMo_7B](https://huggingface.co/allenai/OLMo-7B), [OLMo_7B_Twin_2T](https://huggingface.co/allenai/OLMo-7B-Twin-2T):
- 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.

搜集汇总

背景与挑战

背景概述

OLMo模型是由Allen Institute for AI开发的大型语言模型系列，包含1B、7B和7B Twin 2T三种参数规模的版本，采用Apache 2.0许可协议，适用于文本生成任务及特定应用的微调。