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MathCoder L 7B by MathLLMs

 »  All LLMs  »  MathLLMs  »  MathCoder L 7B   URL Share it on

  484   
  Arxiv:2310.03731   Autotrain compatible   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/MathLLMs/MathCoder-L-7B 

MathCoder L 7B Benchmarks

LLME Score: 0.12889
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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MathCoder L 7B Parameters and Internals

Model Type 
text generation
Additional Notes 
The models are specifically tailored for general math problem-solving.
Supported Languages 
en (Proficient)
Training Details 
Data Sources:
MathCodeInstruct Dataset
Methodology:
Fine-tuned with the MathCodeInstruct dataset using the original Llama-2 and CodeLlama models as base models
LLM NameMathCoder L 7B
Repository 🤗https://huggingface.co/MathLLMs/MathCoder-L-7B 
Model Size7b
Required VRAM13.5 GB
Updated2025-06-09
MaintainerMathLLMs
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32008
Torch Data Typebfloat16
MathCoder L 7B (MathLLMs/MathCoder-L-7B)

Quantized Models of the MathCoder L 7B

Model
Likes
Downloads
VRAM
...athCoder L 7B Bnb 4bit Smashed0104 GB

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Note: green Score (e.g. "73.2") means that the model is better than MathLLMs/MathCoder-L-7B.

Rank the MathCoder L 7B Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20241124
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