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WeiboAI/VibeThinker resource

Tiny Model, Big Logic: Diversity-Driven Optimization Elicits Large-Model Reasoning Ability in VibeThinker-1.5B observed · 2026-08-28

github.com/WeiboAI/VibeThinker · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

60/100

  • Activity 97
  • Release rhythm 35
  • Longevity 21

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 302
  • days_rel: n/a
  • days_push: 19
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1561 stars · 116 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

VibeThinker is a family of small dense reasoning language models (1.5B and 3B parameters) from WeiboAI, trained with a Spectrum-to-Signal post-training pipeline to achieve frontier-level math and coding reasoning. The repository hosts documentation, papers, and links to model weights on Hugging Face and ModelScope.

Use cases

  • run a small reasoning model for math olympiad problems
  • download a 1.5B LLM that rivals much larger reasoning models
  • study how diversity-driven post-training elicits reasoning in tiny models
  • benchmark small models on AIME and LiveCodeBench
  • deploy a low-cost reasoning LLM locally
  • research small-model reinforcement learning pipelines

When to choose

  • you need strong math/competitive-programming reasoning from a tiny model that fits on modest hardware
  • you want to study or reproduce the Spectrum-to-Signal post-training approach
  • you need open MIT-licensed reasoning model weights

When to avoid

  • you need general-purpose chat, long-context, or multimodal capabilities
  • you require frontier-scale knowledge breadth rather than verifiable reasoning tasks
  • you want a ready-made inference server or application rather than model weights

Facets

learning-resource · maturity active

machine-learning llm-training llm-inference large-language-models machine-learning artificial-intelligence python reasoning-models small-language-models post-training reinforcement-learning math-reasoning model-weights huggingface gpu

1 source

Member repositories

RepositoryRoleHealth v2
WeiboAI/VibeThinkermain60

For agents

markdown · JSON · MCP: product_card(name="WeiboAI/VibeThinker")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem