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.概览 Olmo模型是由艾伦人工智能研究所（Allen Institute for AI，AI2）开发的大语言模型（Large Language Model，LLM）。本列表中提供的模型包括： - [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) 这些模型采用MLflow的PyFunc格式进行打包，适配Hugging Face `transformers` 模型。 [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)均为预训练生成式文本模型，可针对特定应用场景进行进一步微调。 Olmo模型采用[Apache 2.0许可证](https://www.apache.org/licenses/LICENSE-2.0)进行授权。安装本列表中的模型即表示您认可并同意该许可证条款。 如需获取在Databricks平台上使用Olmo模型的各类场景示例笔记本，请参考[Databricks机器学习示例仓库](https://github.com/databricks/databricks-ml-examples/tree/master/llm-models/olmo)。 应用场景 [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)的应用场景包括： - 针对特定应用场景进行微调。 产品详情 本预训练模型可针对特定应用场景进行进一步微调。本列表中的微调模型可直接部署至Databricks模型服务以快速投入使用，也可加载后用于微调或批量推理场景。如需了解更多详情，请安装本列表并查看各模型附带的模型卡片。

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。