LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

MathCoder2 CodeLlama 7B by MathGenie

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

  10   
  Arxiv:2410.08196 Base model:codellama/codellama... Base model:finetune:codellama/...   Codegen Dataset:mathgenie/mathcode-pil...   En   Llama   Math   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/MathGenie/MathCoder2-CodeLlama-7B 

MathCoder2 CodeLlama 7B Benchmarks

LLME Score: 0.20375
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MathCoder2 CodeLlama 7B (MathGenie/MathCoder2-CodeLlama-7B)

MathCoder2 CodeLlama 7B Parameters and Internals

Model Type 
text-generation
Supported Languages 
en (Full Proficiency)
Training Details 
Data Sources:
MathCode-Pile
Methodology:
Continued pretraining on mathematical code along with reasoning steps
LLM NameMathCoder2 CodeLlama 7B
Repository 🤗https://huggingface.co/MathGenie/MathCoder2-CodeLlama-7B 
Base Model(s)  CodeLlama 7B Hf   codellama/CodeLlama-7b-hf
Model Size7b
Required VRAM13.5 GB
Updated2025-05-13
MaintainerMathGenie
Model Typellama
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.6 GB: 3-of-3
Supported Languagesen
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length16384
Model Max Length16384
Transformers Version4.43.2
Tokenizer ClassCodeLlamaTokenizer
Padding Token</s>
Vocabulary Size32016
Torch Data Typebfloat16

Best Alternatives to MathCoder2 CodeLlama 7B

Best Alternatives
Context / RAM
Downloads
Likes
CodeLlama 7B Instruct Hf16K / 13.5 GB274178231
Deepseek Coder 6.7B Instruct16K / 13.5 GB47187406
CodeLlama 7B Hf16K / 13.5 GB62600357
CodeLlama 7B Instruct Hf16K / 13.5 GB1788349
CodeLlama 7B Python Hf16K / 13.5 GB20877141
CodeLlama 7B Hf16K / 13.5 GB6466106
Wizardllama 7B16K / 13.5 GB50
GetCode Slerp16K / 13.6 GB81
Stack Codellama 7B Inst16K / 13.5 GB90
CodeV CL 7B16K / 13.5 GB81
Note: green Score (e.g. "73.2") means that the model is better than MathGenie/MathCoder2-CodeLlama-7B.

Rank the MathCoder2 CodeLlama 7B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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  

What open-source LLMs or SLMs are you in search of? 47304 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer