luau_corpus

# Dataset card

The Luau dataset is a collection of code fragments collected from the Roblox Luau Data Sharing program.

Only experiences where creators gave us permission to contribute to the public Luau Dataset were used for producing this dataset.

# Languages:
Lua, Luau

# License:
MIT

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

# Format:
The dataset format is in jsonl format, with prompt / completion fields.

# Dataset usage:
This dataset is designed for fine tuning large language models.

# Risks:

The dataset has been filtered for various quality signals, though Roblox makes no guarantees of data quality.

# Evaluation:

We have found that typically fine tuning a generalist code LLM improve it’s performance on Roblox Lua code quality by 10 to 20%.

# 数据集卡片

Luau数据集是从Roblox Luau数据共享计划中采集的代码片段集合。
本数据集仅采用创作者已授权可贡献至公开Luau数据集的Roblox游戏项目所产出的代码。

# 支持语言：
Lua、Luau

# 许可协议：
MIT许可证
特此免费授予任何获得本软件及相关文档文件（以下简称"软件"）副本的人以不受限制地使用本软件的权利，包括但不限于使用、复制、修改、合并、发布、分发、再许可以及销售本软件副本的权利，并允许向其提供本软件的人员遵循以下条件：
上述版权声明与本许可声明应包含在本软件的所有副本或实质部分中。
本软件按"原样"提供，不附带任何明示或暗示的担保，包括但不限于适销性、特定用途适用性以及非侵权的担保。在任何情况下，作者或版权持有人均不对因本软件或本软件的使用或其他交易行为产生的任何索赔、损害或其他责任负责，无论是合同诉讼、侵权诉讼还是其他诉讼，无论是否源于、出于或与本软件或本软件的使用或其他交易相关。

# 数据格式：
本数据集采用JSONL格式，包含提示（prompt）与补全（completion）字段。

# 数据集用途：
本数据集专为大语言模型（Large Language Model, LLM）微调而设计。

# 风险说明：
本数据集已基于多种质量信号进行过滤，但Roblox不对数据质量作出任何保证。

# 评估结果：
经测试，对通用代码大语言模型进行微调后，其在Roblox Lua代码质量相关任务上的性能通常可提升10%至20%。