[Feat] Add Sampled-token and top-k OPD Support to RL Training - #1977
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YanhuiDua wants to merge 3 commits into
Open
[Feat] Add Sampled-token and top-k OPD Support to RL Training #1977YanhuiDua wants to merge 3 commits into
YanhuiDua wants to merge 3 commits into
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背景
本 PR 为 XTuner 引入统一的 Online Policy Distillation(OPD)架构,主要目标包括:
以下能力暂不包含在本 PR 范围内:
LMDeploy推理依赖PR: InternLM/lmdeploy#4793
主要修改
配置设计
蒸馏 loss 通过 DistillationLossConfig 统一配置:
其中:
外部推理引擎 Teacher
训练引擎内 Frozen Teacher
同一次训练仅允许选择一种 Teacher runtime:外部推理引擎或训练引擎内 frozen Teacher。
Rollout流程
Train流程