duoduoyeah/TinyStories

---
license: cdla-sharing-1.0
task_categories:
- text-generation
language:
- en
---

Dataset containing synthetically generated (by GPT-3.5 and GPT-4) short stories that only use a small vocabulary.

Described in the following paper: https://arxiv.org/abs/2305.07759.

The models referred to in the paper were trained on TinyStories-train.txt (the file tinystories-valid.txt can be used for validation loss). These models can be found on Huggingface, at roneneldan/TinyStories-1M/3M/8M/28M/33M/1Layer-21M.

Additional resources:
tinystories_all_data.tar.gz - contains a superset of the stories together with metadata and the prompt that was used to create each story.

TinyStoriesV2-GPT4-train.txt - Is a new version of the dataset that is based on generations by GPT-4 only (the original dataset also has generations by GPT-3.5 which are of lesser quality). It contains all the examples in TinyStories.txt which were GPT-4 generated as a subset (but is significantly larger).

Evaluation_prompts.yaml: List of prompts used to evaluate our models (see paper)

许可证：cdla-sharing-1.0
任务类别：文本生成
语言：英语

本数据集包含由GPT-3.5与GPT-4合成生成的短篇故事，所有故事均基于小词汇表创作。

该数据集的详细说明可参阅以下论文：https://arxiv.org/abs/2305.07759.

论文中提及的模型均以TinyStories-train.txt作为训练集（可使用tinystories-valid.txt文件计算验证损失）。上述模型可在Huggingface平台的roneneldan/TinyStories-1M/3M/8M/28M/33M/1Layer-21M仓库中获取。

附加资源：
tinystories_all_data.tar.gz：包含该数据集故事的超集，同时附带元数据以及用于生成每篇故事的提示词（prompt）。

TinyStoriesV2-GPT4-train.txt：本数据集的全新版本，仅基于GPT-4生成的故事构建（原始数据集同时包含GPT-3.5生成的内容，其质量相对较低）。该版本包含原始数据集中所有由GPT-4生成的样本作为其子集，但整体规模显著更大。

Evaluation_prompts.yaml：用于评估模型的提示词列表，详细说明可参阅论文。