falcon:40b-text-q5_0

falcon

一种大型语言模型，由技术创新研究所 (TII) 构建，用于摘要、文本生成和聊天机器人。

7b 40b 180b

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16 个月前

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说明文件

Falcon 是一个高性能大型语言模型系列，由阿布扎比政府高级技术研究委员会下属的研究中心技术创新研究所 (TII) 构建。

CLI (命令行界面)

ollama run falcon "Why is the sky blue?"

API (应用程序编程接口)

curl -X POST https://127.0.0.1:11434/api/generate -d '{
  "model": "falcon",
  "prompt": "Why is the sky blue?"
}'

参数计数

参数计数	建议内存
70 亿	8GB	查看	`ollama run falcon:7b`
400 亿	32GB	查看	`ollama run falcon:40b`
1800 亿	192GB	查看	`ollama run falcon:180b`

变体


`chat (聊天)`	聊天模型是在聊天和指令数据集上进行微调的，其中混合了几个大规模对话数据集。
`instruct (指令)`	指令模型遵循指令，并在 baize 指令数据集上进行微调。
`text (文本)`	文本模型是没有任何对话微调的基础模型，最适合用于简单的文本补全。

Falcon 180B

截至 2023 年 9 月，拥有 1800 亿个参数的模型 Falcon 180B 是性能最佳的公开 LLM。它介于 OpenAI 的 GPT 3.5 和 GPT 4 之间。要运行 Falcon 180B，建议使用至少 192GB 总内存的强大系统。

注意：Falcon 180B 在与其较小的兄弟姐妹不同的许可下发布，该许可限制了在某些条件下的商业用途。有关更多信息，请参阅模型详细信息和许可。

更多信息

Falcon is a family of high-performing large language models model built by the Technology Innovation Institute (TII), a research center part of Abu Dhabi government’s advanced technology research council overseeing technology research.

### CLI

```
ollama run falcon "Why is the sky blue?"
```

### API

```
curl -X POST https://127.0.0.1:11434/api/generate -d '{
  "model": "falcon",
  "prompt": "Why is the sky blue?"
}'
```

## Parameter counts
| Parameter Count | Recommended memory |                              |                          |
| --------------- | ------------------ | ---------------------------- | ------------------------ |
| 7 billion       | 8GB               | [View](/library/falcon:7b)   | `ollama run falcon:7b`   |
| 40 billion      | 32GB               | [View](/library/falcon:40b)  | `ollama run falcon:40b`  |
| 180 billion     | 192GB              | [View](/library/falcon:180b) | `ollama run falcon:180b` |

## Variations

|            |                                                                                                                                    |
| ---------- | ---------------------------------------------------------------------------------------------------------------------------------- |
| `chat`     | Chat models are fine-tuned on chat and instruction datasets with a mix of several large-scale conversational datasets.             |
| `instruct` | Instruct models follow instructions and are fine-tuned on the [baize](https://www.google.com/search?q=baize+dataset&oq=baize+data&aqs=chrome.0.0i512j69i57j0i10i15i22i30i625j0i390i650.1387j0j7&sourceid=chrome&ie=UTF-8) instructional dataset.                                                     |
| `text`     | Text models are the base foundation model without any fine-tuning for conversations, and are best used for simple text completion. |

## Falcon 180B

As of September 2023, the 180 billion parameter model, Falcon 180B, is the best-performing openly released LLM. It sits somewhere in between OpenAI's GPT 3.5 and GPT 4. For running Falcon 180B, a powerful system is recommended with at least 192GB of total memory.

> Note: Falcon 180B is released under a different license than its smaller siblings that restricts commercial use under certain conditions. See the [model details](/library/falcon:180b) and license for more information.

## More information

* [TII's website](https://www.tii.ae/)
* [Falcon 180B announcement](https://falconllm.tii.ae)
* [TII on HuggingFace](https://hugging-face.cn/tiiuae)

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