deepseek-ai/DeepSeek-Math

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

3436 stars · 593 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

DeepSeekMath is a 7B open language model specialized in mathematical reasoning, initialized from DeepSeek-Coder and trained on 500B math-related tokens. The repository provides model checkpoints (base, instruct, RL), inference code, and evaluation tooling for the MATH benchmark.

Use cases

• solve competition-level math problems with an LLM
• run a 7B math reasoning model locally
• fine-tune a model for mathematical question answering
• evaluate language models on the MATH benchmark
• compare open math models against GPT-4 performance

When to choose

• you need an open-weight model strong at mathematical reasoning
• you want base, instruct, and RL checkpoints for research
• you need a small model that scores well on MATH without external tools

When to avoid

• you need a general-purpose assistant rather than math specialization
• you lack GPU resources for 7B model inference
• you need a maintained product with ongoing updates

Facets

library · maturity maintenance

llm-inference llm-training machine-learning large-language-models mathematics deep-learning python math-reasoning open-language-model model-weights huggingface reinforcement-learning natural-language-processing gpu linux

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markdown · JSON · MCP: product_card(name="deepseek-ai/DeepSeek-Math")