prithivMLmods / VibeThinker-3B-GGUF

huggingface.co
Total runs: 2.9K
24-hour runs: 0
7-day runs: -131
30-day runs: -131
Model's Last Updated: June 16 2026
text-generation

Introduction of VibeThinker-3B-GGUF

Model Details of VibeThinker-3B-GGUF

VibeThinker-3B-GGUF

VibeThinker-3B is a 3-billion-parameter reasoning-focused language model developed by WeiboAI, built on top of Qwen2.5-Coder-3B and trained using the Spectrum-to-Signal Principle (SSP) post-training pipeline, which combines curriculum-based two-stage SFT, multi-domain reinforcement learning via MaxEnt-Guided Policy Optimization (MGPO), offline self-distillation, and instruct RL to systematically develop strong verifiable reasoning capabilities across mathematics, coding, and STEM tasks. Motivated by the Parametric Compression-Coverage Hypothesis — which posits that verifiable reasoning is a highly compressible, parameter-dense capability that compact models can carry near-frontier performance in — VibeThinker-3B achieves remarkable results for its size, scoring 76.4 on IMO-AnswerBench (improving to 80.6 with Claim-Level Reliability Assessment test-time scaling), competing with models like DeepSeek V3.2 (671B) and Kimi K2.5 (1T), while also achieving a 96.1% acceptance rate (123/128 submissions) on recent unseen LeetCode weekly and biweekly contests from April–May 2026, and reaching the performance range of top-tier frontier reasoning systems including Qwen3.6 Plus and Gemini 3 Pro on verifiable reasoning benchmarks. Inference is recommended via vLLM or SGLang with temperature 1.0, top_p 0.95, and supports up to 102K output tokens, making it best suited for competitive mathematics, coding contests, and STEM reasoning tasks where clear verification signals exist, while larger general-purpose models remain preferable for broad open-domain knowledge tasks.

Model Files
File Name Quant Type File Size File Link
VibeThinker-3B.BF16.gguf BF16 6.18 GB Download
VibeThinker-3B.F16.gguf F16 6.18 GB Download
VibeThinker-3B.F32.gguf F32 12.3 GB Download
VibeThinker-3B.Q2_K.gguf Q2_K 1.27 GB Download
VibeThinker-3B.Q3_K_L.gguf Q3_K_L 1.71 GB Download
VibeThinker-3B.Q3_K_M.gguf Q3_K_M 1.59 GB Download
VibeThinker-3B.Q3_K_S.gguf Q3_K_S 1.45 GB Download
VibeThinker-3B.Q4_0.gguf Q4_0 1.82 GB Download
VibeThinker-3B.Q4_K_M.gguf Q4_K_M 1.93 GB Download
VibeThinker-3B.Q4_K_S.gguf Q4_K_S 1.83 GB Download
VibeThinker-3B.Q5_0.gguf Q5_0 2.17 GB Download
VibeThinker-3B.Q5_K_M.gguf Q5_K_M 2.22 GB Download
VibeThinker-3B.Q5_K_S.gguf Q5_K_S 2.17 GB Download
VibeThinker-3B.Q6_K.gguf Q6_K 2.54 GB Download
VibeThinker-3B.Q8_0.gguf Q8_0 3.29 GB Download
llama.cpp

LLM inference in C/C++ — https://github.com/ggml-org/llama.cpp

Runs of prithivMLmods VibeThinker-3B-GGUF on huggingface.co

2.9K
Total runs
0
24-hour runs
-19
3-day runs
-131
7-day runs
-131
30-day runs

More Information About VibeThinker-3B-GGUF huggingface.co Model

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VibeThinker-3B-GGUF huggingface.co

VibeThinker-3B-GGUF huggingface.co is an AI model on huggingface.co that provides VibeThinker-3B-GGUF's model effect (), which can be used instantly with this prithivMLmods VibeThinker-3B-GGUF model. huggingface.co supports a free trial of the VibeThinker-3B-GGUF model, and also provides paid use of the VibeThinker-3B-GGUF. Support call VibeThinker-3B-GGUF model through api, including Node.js, Python, http.

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VibeThinker-3B-GGUF install

VibeThinker-3B-GGUF is an open source model from GitHub that offers a free installation service, and any user can find VibeThinker-3B-GGUF on GitHub to install. At the same time, huggingface.co provides the effect of VibeThinker-3B-GGUF install, users can directly use VibeThinker-3B-GGUF installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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