guanghulab/brain/d103-distill-plan.md

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# 1.5B蒸馏完成后的自动操作计划
> 状态:✅ 全部完成 · 2026-05-19 12:30
---
## 完成情况
| 步骤 | 操作 | 状态 | 完成时间 |
|------|------|------|---------|
| 1 | 上传1.5B模板到COSTrack1 | ✅ | 05-19 01:37 |
| 2 | 代码模型→1.5B蒸馏Track2 | ✅ | 05-19 03:45 |
| 3 | 小霜砚LoRA微调线A1868条语料 | ✅ loss=1.724 | 05-19 11:55 |
| 4 | 小铸渊LoRA微调线B31条认知链 | ✅ loss=2.932 | 05-19 12:05 |
| 5 | COS public-read设置 | ✅ | 05-19 12:22 |
| 6 | 下载页部署 | ✅ | 05-19 12:55 |
## 关键bug
- Bug1: teacher重复调用7h浪费
- Bug2: vocab_size不匹配152064 vs 151936
## 脚本存档
- `scripts/distill/distill_coder.py` — Track2蒸馏脚本
- `scripts/distill/finetune_shuangyan_v2.py` — 小霜砚微调
- `scripts/distill/finetune_zhuyuan.py` — 小铸渊微调
- `scripts/distill/watch_distill.py` — 实时监控脚本
- `scripts/distill/set_public.py` — COS权限设置
- `scripts/distill/gen_urls.py` — 下载链接生成
- `scripts/distill/update_homepage.py` — 首页更新脚本
---
*铸渊自动执行 · 冰朔不用管 · 全部完成 ✅*