Agent经营20赛季，C3LM用4560万条反应训练

重点关注

• FACET: Preserving Source Intent and Executable State in Terminal Task Synthesis score 10
  入选 HF Daily Papers；HF 热度: 109 upvotes (+4)；有代码实现；关键词(2): fine-tuning, agentic
• SkillForge: Self-Distilling Agents for Project-Specific Issue Resolution score 7
  入选 HF Daily Papers；HF 热度: 11 upvotes (+3)；关键词(2): distillation, open-source
• FM-Bench: A Benchmark for Long-Horizon Management with Competing Agents score 8
  入选 HF Daily Papers；HF 热度: 16 upvotes (+3)；有代码实现

也值得关注

• Training Chemical Plausibility-Aware Large Language Models for Single-Step Retrosynthesis score 8
  入选 HF Daily Papers；HF 热度: 30 upvotes (+4)；关键词(1): fine-tuning
• SPADE: Self-Play in Adaptive Synthetic Executable Environments score 10
  入选 HF Daily Papers；HF 热度: 45 upvotes (+4)；有代码实现；关键词(6): scaling, edge, pretraining, agentic, tool use
• TranslatePsy-AfriSLM: High-Quality Data Scaling For Low-Resource Machine Translation score 4
  机构: Meta；关键词(3): scaling, open-source, synthetic data