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Isl Img2text by Sigurdur

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  Autotrain compatible Base model:finetune:microsoft/...   Base model:microsoft/git-base Dataset:sigurdur/isl-image-cap...   En   Endpoints compatible   Generated from trainer   Git   Image-to-text   Is   Region:us   Safetensors   Tensorboard
Model Card on HF 🤗: https://huggingface.co/Sigurdur/isl-img2text 

Isl Img2text Benchmarks

LLME Score: 0.16302
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Isl Img2text (Sigurdur/isl-img2text)
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Isl Img2text Parameters and Internals

Model Type 
image-to-text
Use Cases 
Areas:
Research, Commercial applications
Applications:
Image captioning in Icelandic
Limitations:
The base model can't write any Icelandic characters and was thus not suited for this task.
Additional Notes 
Future modifications should add the capability of writing Icelandic characters.
Supported Languages 
is (limited), en (limited)
Training Details 
Data Sources:
Icelandic Wikipedia images and their descriptions/captions
Methodology:
Fine-tuning
LLM NameIsl Img2text
Repository 🤗https://huggingface.co/Sigurdur/isl-img2text 
Base Model(s)  Git Base   microsoft/git-base
Model Size176.6m
Required VRAM0.7 GB
Updated2024-10-31
MaintainerSigurdur
Model Typegit
Model Files  0.7 GB   0.0 GB
Supported Languagesis en
Model ArchitectureGitForCausalLM
Licensemit
Context Length1024
Model Max Length1024
Transformers Version4.42.3
Tokenizer ClassBertTokenizer
Padding Token[PAD]
Vocabulary Size30522
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than Sigurdur/isl-img2text.

Rank the Isl Img2text 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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