falcon:7b-text - Ollama 框架

falcon

由 Technology Innovation Institute (TII) 開發的大型語言模型，用於摘要、文本生成和聊天機器人。

7b 40b 180b

70.2K 下載次數更新於 16 個月前

38 個標籤

更新於 16 個月前

16 個月前

e449cf4ba505 · 4.2GB

說明文件

Falcon 是由 Technology Innovation Institute (TII) 開發的一系列高效能大型語言模型，TII 是阿拉伯聯合大公國阿布達比政府先進技術研究委員會轄下的研究中心，負責監督技術研究。

CLI

ollama run falcon "Why is the sky blue?"

API

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

參數數量

參數數量	建議記憶體
70 億	8GB	檢視	`ollama run falcon:7b`
400 億	32GB	檢視	`ollama run falcon:40b`
1800 億	192GB	檢視	`ollama run falcon:180b`

變體


`聊天`	聊天模型在聊天和指令數據集上進行微調，其中混合了多個大型對話數據集。
`指令`	指令模型遵循指令，並在 baize 指令數據集上進行微調。
`文字`	文字模型是未經任何對話微調的基礎模型，最適合用於簡單的文字完成。

Falcon 180B

截至 2023 年 9 月，1800 億參數模型 Falcon 180B 是效能最佳的公開發布 LLM。它的效能介於 OpenAI 的 GPT 3.5 和 GPT 4 之間。為了運行 Falcon 180B，建議使用至少 192GB 總記憶體的強大系統。

注意：Falcon 180B 的發布許可證與其較小的同系列模型不同，在某些條件下限制商業用途。有關更多資訊，請參閱模型詳細資訊和許可證。

更多資訊

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://#: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://huggingface.co/tiiuae)

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