MiniCPM-Math-harness
built around a 2.5B math model that fits on one GPU or a laptop.
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This is 1 of 65 launches in llm evaluation and deployment tools — see how it stacks up on momentum and crowding →
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Details
- External ID
- 1412688363
- Source
- GITHUB
- Company
- —
- Product
- MiniCPM-Math-harness
- Website domain
- github.com
- Launched
- Oct. 10, 2026
- Cohort
- —
- Upvotes
- 64
- Upvotes percentile
- 0.76
- Tags
- —
Enrichment
- Niche
- llm evaluation and deployment tools
- Vertical
- Horizontal
- Function
- Dev tools
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- evaluation harness for lightweight math models
- Manually corrected
- False
Could you build this?
No This is an evaluation and benchmarking harness for small-scale math LLMs (MiniCPM-Math), requiring ML engineering expertise in model quantization, inference runtimes, and specialized math evaluation datasets.
What it would actually take: Architecture requires PyTorch, vLLM or Hugging Face Transformers, and integration with evaluation suites like lm-evaluation-harness (GSM8k, MATH). The difficult part is properly configuring zero-shot/few-shot prompting protocols, LaTeX parsing, SymPy answer verification, and optimizing GPU memory footprint for 2.5B parameter models. It demands solid machine learning engineering and mathematical NLP evaluation expertise.
Competitors
Other products that read as similar to this one — 175 launches clear the similarity bar, closest 8 shown.
Attention rank: #47 of 176 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 337 days after the earliest competitor.
- Dataroom · hn · 2026-06-01 · 7 upvotes · similarity 0.46
- Open-source calculator for "will my GPU run this LLM?" · hn · 2026-08-24 · 5 upvotes · similarity 0.46
- Runfra · hn · 2026-04-05 · 5 upvotes · similarity 0.44
- llm-compute-allocation-modeling · github · 2026-09-24 · 11 upvotes · similarity 0.43
- A 6M-token movable window on a single 46GB GPU · hn · 2026-07-28 · 7 upvotes · similarity 0.43
- Minimal LLM Post-Training Experiments on an 8GB GPU (SFT, DPO, GRPO) · hn · 2026-08-01 · 21 upvotes · similarity 0.42
- Eyot, A programming language where the GPU is just another thread · hn · 2026-03-08 · 79 upvotes · similarity 0.42
- TiGrIS, a tiling compiler that fits ML models onto embedded devices · hn · 2026-04-29 · 20 upvotes · similarity 0.42
Other launches for this product
- No other launches for this product.