45 lines
1.4 KiB
Markdown
45 lines
1.4 KiB
Markdown
|
---
|
|||
|
|
license: apache-2.0
|
|||
|
|
datasets:
|
|||
|
|
- Azure99/blossom-chat-v2
|
|||
|
|
- Azure99/blossom-math-v3
|
|||
|
|
- Azure99/blossom-wizard-v2
|
|||
|
|
- Azure99/blossom-orca-v2
|
|||
|
|
language:
|
|||
|
|
- zh
|
|||
|
|
- en
|
|||
|
|
pipeline_tag: text-generation
|
|||
|
|
---
|
|||
|
|
# **BLOSSOM-v4-qwen1_5-7b**
|
|||
|
|
|
|||
|
|
[💻Github](https://github.com/Azure99/BlossomLM) • [🚀Blossom Chat Demo](https://blossom-chat.com/)
|
|||
|
|
|
|||
|
|
### 介绍
|
|||
|
|
|
|||
|
|
Blossom是一个对话式语言模型，基于Qwen1.5-7B预训练模型，在Blossom Orca/Wizard/Chat/Math混合数据集上进行指令精调得来。Blossom拥有强大的通用能力及上下文理解能力，此外，训练使用的高质量中英文数据集也进行了开源。
|
|||
|
|
|
|||
|
|
训练分为两阶段，第一阶段使用100K Wizard、100K Orca、20K Math单轮指令数据集，训练1个epoch；第二阶段使用50K Blossom chat多轮对话数据集、以及上一阶段中随机采样2%的数据，训练3个epoch。
|
|||
|
|
|
|||
|
|
### 推理
|
|||
|
|
|
|||
|
|
推理采用对话续写的形式。
|
|||
|
|
|
|||
|
|
单轮对话
|
|||
|
|
|
|||
|
|
```
|
|||
|
|
A chat between a human and an artificial intelligence bot. The bot gives helpful, detailed, and polite answers to the human's questions.
|
|||
|
|
|Human|: 你好
|
|||
|
|
|Bot|:
|
|||
|
|
```
|
|||
|
|
|
|||
|
|
多轮对话
|
|||
|
|
|
|||
|
|
```
|
|||
|
|
A chat between a human and an artificial intelligence bot. The bot gives helpful, detailed, and polite answers to the human's questions.
|
|||
|
|
|Human|: 你好
|
|||
|
|
|Bot|: 你好，有什么我能帮助你的？<|endoftext|>
|
|||
|
|
|Human|: 介绍下中国的首都吧
|
|||
|
|
|Bot|:
|
|||
|
|
```
|
|||
|
|
|
|||
|
|
注意：在历史对话的Bot输出结尾，拼接一个<|endoftext|>
|