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  1. Home
  2. /Repositories
  3. /chrisliu298/awesome-on-policy-distillation
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repoGitHubTrust 82 · PrimaryPublished yesterdayLive · yesterday

chrisliu298/awesome-on-policy-distillation

A curated collection of papers, technical reports, frameworks, and tools for on-policy distillation (OPD) of large language models

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Implements

paperDistill to Detect: Exposing Stealth Biases in LLMs through Cartridge DistillationpaperMOPD: Multi-Teacher On-Policy Distillation for Capability Integration in LLM Post-TrainingpaperPHF: Privileged Hidden Flow for On-Policy Self-Distillation

Covers

newsKnowledge Distillation of Black-Box Large Language ModelsnewsKnowledge Distillation of Black-Box Large Language Models (2024)

Implements (incoming)

paperPurified OPSD: On-Policy Self-Distillation Without Losing How to ThinkpaperNeuron-Aware Data Selection for Annotation-Free LLM Self-DistillationpaperDemoPSD: Disagreement-Modulated Policy Self-Distillation

Related across the graph

paperMOPD: Multi-Teacher On-Policy Distillation for Capability Integration in LLM Post-TrainingnewsKnowledge Distillation of Black-Box Large Language ModelspaperDemoPSD: Disagreement-Modulated Policy Self-DistillationpaperPurified OPSD: On-Policy Self-Distillation Without Losing How to ThinkpaperPHF: Privileged Hidden Flow for On-Policy Self-DistillationpaperDistill to Detect: Exposing Stealth Biases in LLMs through Cartridge DistillationnewsKnowledge Distillation of Black-Box Large Language Models (2024)paperNeuron-Aware Data Selection for Annotation-Free LLM Self-Distillation
Knowledge path·PMOPD: Multi-Teacher On-Policy Distillation for Capability Integration in LLM Post-Training→NKnowledge Distillation of Black-Box Large Language Models→PDemoPSD: Disagreement-Modulated Policy Self-Distillation→Rchrisliu298/awesome-on-policy-distillation

Topics

awesomeawesome-listdistillationgkdknowledge-distillationllmllm-distillationllm-trainingminillmon-policy-distillation

Explore

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Graph trust82Primary
Graph score453