UO
University of Science and Technology of China (USTC)
Language model · China ·Nov 2023

MuggleMath

Language Open (Restricted)
70B
Parameters

About MuggleMath

MuggleMath is an AI model developed by University of Science and Technology of China (USTC), in the language category, released in 2023, made available as an open-weights model with 70B params.

On this page you'll find MuggleMath's full specifications. Review provider pricing and benchmark scores below, or compare MuggleMath head-to-head with other language models.

→ More models by University of Science and Technology of China (USTC) → All language models → AI benchmarks leaderboard

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Run MuggleMath locally — what to buy

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Sized to what MuggleMath actually needs (~8k context at Q4), not to the biggest GPU: Good = cheapest that runs it, Better = best value, Best = most headroom. Speed is a hardware estimate; anything past ~120 tok/s is shown as instant.

Best
Apple M1 Ultra 64GB
Apple · ~$3,700
~16.7 tok/s
Q4 · fits full context · up to 8k ctx
Runs with: ExLlamaV2, KoboldCpp, LM Studio
See full estimate →

Software support

·ExLlamaV2 ·KoboldCpp ·LM Studio ·MLX ·Ollama ·SGLang ·TensorRT-LLM ·llama.cpp ·vLLM ?KTransformers ?text-generation-webui

✓ measured · · compatible · — not supported. Informational only — speed is hardware-based.

Consumer GPU
5–6.1 tok/s
2 options →
Apple
8.4–16.7 tok/s
13 options →
Datacenter GPU
17–120+ tok/s
13 options →

Community

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Frequently asked questions

What is MuggleMath? ▶

MuggleMath is an AI model developed by University of Science and Technology of China (USTC), in the language category, released in 2023. It is tracked on GenAIList with its specifications, benchmark scores and provider pricing.

Who created MuggleMath? ▶

MuggleMath was developed by University of Science and Technology of China (USTC) and released in 2023.

Is MuggleMath open source or proprietary? ▶

MuggleMath ships as an open-weights model: you can download and self-host the weights, though the licence may place some restrictions on use.

How much does MuggleMath cost? ▶

Pricing for MuggleMath depends on the provider. See the providers table on this page for the latest API rates.

How does MuggleMath perform on benchmarks? ▶

Benchmark scores for MuggleMath are listed on this page as they are published. You can compare it head-to-head with other models on the GenAIList compare tool.

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