Felladrin/ChatML-open-instruct
收藏Hugging Face2024-02-22 更新2024-03-04 收录
下载链接：
https://hf-mirror.com/datasets/Felladrin/ChatML-open-instruct
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资源简介：
---
license: cc-by-3.0
task_categories:
- text-generation
- text2text-generation
language:
- en
size_categories:
- 100K<n<1M
---
[VMware/open-instruct](https://huggingface.co/datasets/VMware/open-instruct) in ChatML format, ready to use in [HuggingFace TRL's SFT Trainer](https://huggingface.co/docs/trl/main/en/sft_trainer).
Python code used for conversion:
```python
from datasets import load_dataset
from transformers import AutoTokenizer
tokenizer = AutoTokenizer.from_pretrained("Felladrin/Llama-160M-Chat-v1")
dataset = load_dataset("VMware/open-instruct", split="train")
def format(columns):
messages = [
{
"role": "user",
"content": columns["instruction"].strip(),
},
{
"role": "assistant",
"content": columns["response"].strip(),
},
]
return { "text": tokenizer.apply_chat_template(messages, tokenize=False) }
dataset.map(format).select_columns(['text', 'source', 'task_name']).to_parquet("train.parquet")
```
提供机构：
Felladrin
原始信息汇总
数据集概述
许可证
- 该数据集遵循CC BY 3.0许可证。
任务类别
- 文本生成
- 文本到文本生成
语言
- 英语
数据集大小
- 数据集大小介于100K到1M之间。
