💻 programming

FastApply-7B-v1.0

A 7B model for instant code applications, designed for fast and accurate code editing tasks.

#Code editing
#Model fine-tuning
#AI programming
#High throughput
#Quick application
FastApply-7B-v1.0

Product Details

FastApply-7B-v1.0 is a large language model designed specifically for code editing tasks. It is based on the Qwen2.5 Coder architecture and is fine-tuned to achieve fast and accurate code modification capabilities. The model is capable of quickly generating complete file edits, supports on-the-fly code application tasks, and is particularly suitable for integration into AI-driven code editors. It exhibits high throughput and high editing accuracy when deployed, reaching speeds of approximately 150 tokens/second. The model was developed by Kortix under an Apache-2.0 license and is designed to support data generation and model fine-tuning through a rapid application process.

Main Features

1
即时代码应用:快速合并代码更新,确保修改完全集成。
2
完整文件编辑:支持对整个代码文件进行精确编辑,保留代码结构和注释。
3
与 AI 编辑器集成:可与 Aider 和 PearAI 等 AI 驱动的代码编辑器无缝集成。
4
本地工具支持:降低前沿模型输出成本,适用于本地开发环境。
5
高吞吐量:在快速部署环境中实现高吞吐量和高编辑准确率。

How to Use

1
1. 使用 Hugging Face Transformers 库加载模型和分词器。
2
2. 准备输入文本,按照指定的提示结构组织代码和更新片段。
3
3. 将输入文本编码为模型输入。
4
4. 调用模型生成响应。
5
5. 从响应中提取更新后的代码,位于 <updated-code> 标签内。

Target Users

该产品适用于需要快速、准确代码编辑的开发者和团队,尤其是那些使用 AI 驱动的代码编辑器的用户。它能够帮助他们提高代码修改的效率,减少手动编辑的时间和错误。

Examples

在 AI 驱动的代码编辑器中快速合并代码更新。

为本地开发工具提供低成本的代码编辑解决方案。

在高吞吐量环境中实现快速代码修改。

Quick Access

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Categories

💻 programming
› Development and Tools
› code assistant

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