feat: Add knowledge distillation example with offline support#1654
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tourzhao wants to merge 3 commits intoTHUDM:mainfrom
Open
feat: Add knowledge distillation example with offline support#1654tourzhao wants to merge 3 commits intoTHUDM:mainfrom
tourzhao wants to merge 3 commits intoTHUDM:mainfrom
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Add knowledge distillation (KD) example supporting online KD via external teacher server and offline KD from pre-saved teacher data (JSONL). Implements Top-K forward KL and sampled KL loss. Tested with Qwen3-4B (teacher) -> Qwen3-1.7B (student). Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Add strict=False to zip() calls (ruff B905) - Apply black formatting fixes Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Summary
Files
examples/knowledge_distillation/__init__.pyexamples/knowledge_distillation/knowledge_distillation.pyexamples/knowledge_distillation/offline_kd.pyexamples/knowledge_distillation/kd_loss.pyexamples/knowledge_distillation/run-qwen3-1.7B-kd.shexamples/knowledge_distillation/run-qwen3-1.7B-offline-kd.shexamples/knowledge_distillation/README.mdTest plan
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