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NuminaMath 7B CoT by AI-MO

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  Aimo   Alignment-handbook   Autotrain compatible Base model:deepseek-ai/deepsee... Base model:finetune:deepseek-a...   Conversational   Dataset:ai-mo/numinamath-cot   En   Endpoints compatible   Generated from trainer   Llama   Math   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/AI-MO/NuminaMath-7B-CoT 

NuminaMath 7B CoT Benchmarks

MMLU Pro: 20.76
GPQA: 2.13
MUSR: 0.83
BBH: 19.15
IFEval: 26.89 vs 88 (so35)-69.4%
MATH Lvl 5: 8.84
LLME Score: 0.28144
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
NuminaMath 7B CoT (AI-MO/NuminaMath-7B-CoT)

NuminaMath 7B CoT Parameters and Internals

LLM NameNuminaMath 7B CoT
Repository 🤗https://huggingface.co/AI-MO/NuminaMath-7B-CoT 
Base Model(s)  Deepseek Math 7B Base   deepseek-ai/deepseek-math-7b-base
Model Size7b
Required VRAM41.6 GB
Updated2025-02-05
MaintainerAI-MO
Model Typellama
Model Files  5.0 GB: 1-of-3   5.0 GB: 1-of-6   5.0 GB: 2-of-3   5.0 GB: 2-of-6   3.9 GB: 3-of-3   4.9 GB: 3-of-6   4.9 GB: 4-of-6   4.9 GB: 5-of-6   3.0 GB: 6-of-6   0.0 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.42.3
Tokenizer ClassLlamaTokenizer
Padding Token<｜end▁of▁sentence｜>
Vocabulary Size102400
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than AI-MO/NuminaMath-7B-CoT.

Rank the NuminaMath 7B CoT Capabilities

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Instruction Following and Task Automation  
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Release v20241227
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