Falcon Models

**Overview**

The Falcon models are large language models (LLMs) developed by TII. The models provided in this listing are

- [falcon-7b](https://huggingface.co/tiiuae/falcon-7b)
- [falcon-40b](https://huggingface.co/tiiuae/falcon-40b)
- [falcon-7b-instruct](https://huggingface.co/tiiuae/falcon-7b-instruct)
- [falcon-40b-instruct](https://huggingface.co/tiiuae/falcon-40b-instruct)

The models are packaged using MLflow’s transformers flavor.
- [falcon-7b](https://huggingface.co/tiiuae/falcon-7b), [falcon-40b](https://huggingface.co/tiiuae/falcon-40b): pretrained generative text model that can be used for further fine-tuning on specific applications.
- [falcon-7b-instruct](https://huggingface.co/tiiuae/falcon-7b-instruct), [falcon-40b-instruct](https://huggingface.co/tiiuae/falcon-40b-instruct): instruct fine-tuned for short-form instruction following.

Falcon models are licensed under the [Apache 2.0 license](https://falconllm.tii.ae/index.html). By installing this listing, you acknowledge and agree to the license.

For example notebooks of using the falcon 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/falcon).

**Use cases**

[falcon-7b](https://huggingface.co/tiiuae/falcon-7b), [falcon-40b](https://huggingface.co/tiiuae/falcon-40b):
- Fine-tuning on specific applications.
[falcon-7b-instruct](https://huggingface.co/tiiuae/falcon-7b-instruct), [falcon-40b-instruct](https://huggingface.co/tiiuae/falcon-40b-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.

**概览**
Falcon模型是由TII开发的大语言模型（LLMs）。本次上架的模型包括：
- [falcon-7b](https://huggingface.co/tiiuae/falcon-7b)
- [falcon-40b](https://huggingface.co/tiiuae/falcon-40b)
- [falcon-7b-instruct](https://huggingface.co/tiiuae/falcon-7b-instruct)
- [falcon-40b-instruct](https://huggingface.co/tiiuae/falcon-40b-instruct)

上述模型均采用MLflow的transformers适配格式进行封装：
- [falcon-7b](https://huggingface.co/tiiuae/falcon-7b)、[falcon-40b](https://huggingface.co/tiiuae/falcon-40b)：预训练生成式文本模型，可针对特定应用场景开展进一步微调。
- [falcon-7b-instruct](https://huggingface.co/tiiuae/falcon-7b-instruct)、[falcon-40b-instruct](https://huggingface.co/tiiuae/falcon-40b-instruct)：经指令微调以适配短文本指令遵循任务的模型。

Falcon模型采用[Apache 2.0许可证](https://falconllm.tii.ae/index.html)进行授权。安装本上架包即表示您知晓并同意该许可证的相关条款。

如需获取在Databricks平台上使用Falcon模型的各类场景示例笔记本，请参考[Databricks ML示例仓库](https://github.com/databricks/databricks-ml-examples/tree/master/llm-models/falcon)。

**应用场景**
[falcon-7b](https://huggingface.co/tiiuae/falcon-7b)、[falcon-40b](https://huggingface.co/tiiuae/falcon-40b)：
- 针对特定应用场景开展微调
[falcon-7b-instruct](https://huggingface.co/tiiuae/falcon-7b-instruct)、[falcon-40b-instruct](https://huggingface.co/tiiuae/falcon-40b-instruct)：
- 生成针对文本指令的回复内容

**产品详情**
预训练模型可针对特定应用场景开展进一步微调。本次上架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，请安装本上架包并查看各模型附带的模型卡片。