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Git 20 by uf-aice-lab

 »  All LLMs  »  uf-aice-lab  »  Git 20   URL Share it on

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  Autotrain compatible   En   Endpoints compatible   Git   Image-to-text   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/uf-aice-lab/git_20 

Git 20 Benchmarks

LLME Score: 0.1113
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Git 20 (uf-aice-lab/git_20)

Git 20 Parameters and Internals

Model Type 
image-to-text, multimodal
Use Cases 
Areas:
education
Applications:
automatic diagnostic feedback for students' mathematical reasoning
Primary Use Cases:
education, multi-task deep learning
Supported Languages 
en (proficient)
Training Details 
Data Sources:
3 million student assignments
Data Volume:
100,000 student assignments
Methodology:
fine-tuning
Hardware Used:
1 Nvidia A100-80G GPU
Model Architecture:
18 layers
Input Output 
Input Format:
image
Accepted Modalities:
image
Output Format:
text
LLM NameGit 20
Repository 🤗https://huggingface.co/uf-aice-lab/git_20 
Required VRAM0.7 GB
Updated2024-10-31
Maintaineruf-aice-lab
Model Typegit
Model Files  0.7 GB
Supported Languagesen
Model ArchitectureGitForCausalLM
Licensemit
Context Length1024
Model Max Length1024
Tokenizer ClassBertTokenizer
Padding Token[PAD]
Vocabulary Size30522
Torch Data Typefloat32

Best Alternatives to Git 20

Best Alternatives
Context / RAM
Downloads
Likes
Git 20241K / 0.8 GB310
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Git Base One Piece1K / 0.7 GB230
Git Base Next Temp1K / 0.7 GB180
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Git Base Pokemon1K / 0.7 GB270
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CLIP Git GPT E6 Small1K / 0.6 GB170
Git Base E61K / 0.7 GB140
Note: green Score (e.g. "73.2") means that the model is better than uf-aice-lab/git_20.

Rank the Git 20 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  

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Release v20241227
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