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  1. Home
  2. /Repositories
  3. /benjaminzwhite/reasoning-models
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repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · yesterday

benjaminzwhite/reasoning-models

Experiments with reasoning models, training techniques, papers

Lineage graph

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

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

  • PossiblePossibly related (embedding) · 59%Northwind AI →
  • PossiblePossibly related (embedding) · 50%The Riddle Riddle: Testing Flexible Reasoning in Large Language Models and Humans →
  • PossiblePossibly related (embedding) · 49%Grounding LLM Reasoning under Incomplete Graph Evidence →
  • PossiblePossibly related (embedding) · 48%Inference →
  • PossiblePossibly related (embedding) · 48%Retrace-1.5B →
  • PossiblePossibly related (embedding) · 50%Purified OPSD: On-Policy Self-Distillation Without Losing How to Think →
  • PossiblePossibly related (embedding) · 45%Detecting Answer-Driven Reasoning in LLM-Based Educational Tutors via Truncated Chain-of-Thought Auditing →
  • PossiblePossibly related (embedding) · 47%Knowledge Knows, Verbalization Tells: Disentangling Latent Directions for Mathematical Solvability in LLMs →

Related to

companyNorthwind AIglossary_termInferencemodelRetrace-1.5B

Implements

paperThe Riddle Riddle: Testing Flexible Reasoning in Large Language Models and HumanspaperGrounding LLM Reasoning under Incomplete Graph Evidence

Implements (incoming)

paperPurified OPSD: On-Policy Self-Distillation Without Losing How to ThinkpaperDetecting Answer-Driven Reasoning in LLM-Based Educational Tutors via Truncated Chain-of-Thought AuditingpaperKnowledge Knows, Verbalization Tells: Disentangling Latent Directions for Mathematical Solvability in LLMspaperDT-Guard: Intent-Driven Reasoning-Active Training for Reasoning-Free LLM Safety GuardrailpaperThink Through a Bottleneck: Hourglass Reasoning for Rigorous InductionpaperLLMs Can See the Smoke but not the Fire: Evaluating Abductive Reasoning with ElenchospaperLearning Mechanistic Reasoning for Chemical Reactions with Large Language Models

Related across the graph

paperLearning Mechanistic Reasoning for Chemical Reactions with Large Language ModelspaperDT-Guard: Intent-Driven Reasoning-Active Training for Reasoning-Free LLM Safety GuardrailcompanyNorthwind AIpaperPurified OPSD: On-Policy Self-Distillation Without Losing How to ThinkpaperDetecting Answer-Driven Reasoning in LLM-Based Educational Tutors via Truncated Chain-of-Thought AuditingpaperGrounding LLM Reasoning under Incomplete Graph EvidencemodelRetrace-1.5BpaperThink Through a Bottleneck: Hourglass Reasoning for Rigorous InductionpaperKnowledge Knows, Verbalization Tells: Disentangling Latent Directions for Mathematical Solvability in LLMsglossary_termInferencepaperThe Riddle Riddle: Testing Flexible Reasoning in Large Language Models and HumanspaperLLMs Can See the Smoke but not the Fire: Evaluating Abductive Reasoning with Elenchos
Knowledge path·PLearning Mechanistic Reasoning for Chemical Reactions with Large Language Models→PDT-Guard: Intent-Driven Reasoning-Active Training for Reasoning-Free LLM Safety Guardrail→CNorthwind AI→Rbenjaminzwhite/reasoning-models

Topics

benchmarkscotdeepseekdeepseek-r1llmmodelso1papersreasoningreinforcement-learning

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Graph trust82Primary
Graph score30