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MathCoder2 DeepSeekMath 7B by MathGenie

 »  All LLMs  »  MathGenie  »  MathCoder2 DeepSeekMath 7B   URL Share it on

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  Arxiv:2410.08196 Base model:deepseek-ai/deepsee... Base model:finetune:deepseek-a... Dataset:mathgenie/mathcode-pil...   En   Llama   Math   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/MathGenie/MathCoder2-DeepSeekMath-7B 

MathCoder2 DeepSeekMath 7B Benchmarks

LLME Score: 0.21946
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MathCoder2 DeepSeekMath 7B (MathGenie/MathCoder2-DeepSeekMath-7B)

MathCoder2 DeepSeekMath 7B Parameters and Internals

Model Type 
text-generation
Additional Notes 
The MathCoder2 models are trained using the MathCode-Pile dataset which is designed to improve mathematical reasoning capabilities.
Supported Languages 
en (primary)
LLM NameMathCoder2 DeepSeekMath 7B
Repository 🤗https://huggingface.co/MathGenie/MathCoder2-DeepSeekMath-7B 
Base Model(s)  Deepseek Math 7B Base   deepseek-ai/deepseek-math-7b-base
Model Size7b
Required VRAM13.9 GB
Updated2025-02-22
MaintainerMathGenie
Model Typellama
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   3.9 GB: 3-of-3
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.43.2
Tokenizer ClassLlamaTokenizer
Padding Token<｜end▁of▁sentence｜>
Vocabulary Size102400
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than MathGenie/MathCoder2-DeepSeekMath-7B.

Rank the MathCoder2 DeepSeekMath 7B Capabilities

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Release v20241227
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