新闻
MindForge: Teaching Small Language Models Whole-Life-Cycle Software Engineering via Source-Free Program Synthesis
arXiv cs.AI · 发布于 · 阅读约3分钟
30秒读懂
- 发生了什么
- MindForge trains smaller language models on complete software engineering tasks by converting open-source programs into source-free training environments with only compiled executables and documentation.
- 为何重要
- Matters for engineers building coding agents or deploying language models where model size and inference cost constrain feasibility in production systems.
- 注意
- Results show gains on benchmarks but real-world applicability to proprietary codebases with different architectures and dependencies remains undemonstrated.
- agent
- language model
- eval
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