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blossom-v3_1-baichuan2-7b
Azure99/blossom-v3_1-baichuan2-7b
blossom-v3_1-baichuan2-7b is a text generation model from Azure99. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
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15 GB
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- baichuan
- Access
- Public
- Created
- Nov 27, 2023
- Updated
- Feb 20, 2024
- SHA
- ee1256b0
Model card
From the Hugging Face model README
BLOSSOM-v3.1-baichuan2-7b
介绍
Blossom是一个对话式语言模型，基于Baichuan2-7B-Base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单轮指令数据集，训练1个epoch；第二阶段使用2K Blossom math数学推理数据集、50K Blossom chat多轮对话数据集、以及上一阶段中随机采样1%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？</s>
|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</s>
- Task
- Text Generation
- Library
- transformers
- Type
- baichuan
- License
- apache-2.0
- Languages
- zh, en
- Created
- Nov 27, 2023
- Updated
- Feb 20, 2024