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Image To Text by Sundogs

 »  All LLMs  »  Sundogs  »  Image To Text   URL Share it on

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Image To Text is an open-source language model by Sundogs. Features: 17.6b LLM, VRAM: 35.4GB, Context: 2K, License: apache-2.0, LLM Explorer Score: 0.11.

  Arxiv:2311.03079   Autotrain compatible   Custom code   En   Endpoints compatible   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Sundogs/image_to_text 

Image To Text Benchmarks

LLME Score: 0.10649
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Image To Text (Sundogs/image_to_text)
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Image To Text Parameters and Internals

Model Type 
Visual Language Model (VLM)
Use Cases 
Areas:
Chat with images, Captioning, Visual Question Answering (VQA), Cross-modal tasks
Applications:
Research, AI Applications, Multimodal Systems
Primary Use Cases:
Image captioning, Question answering across multiple modalities
Additional Notes 
Offers a demo to interact with the model online for multimodal dialogue.
Supported Languages 
en (Fluent)
Training Details 
Model Architecture:
The model comprises a vision transformer (ViT) encoder, an MLP adapter, a pretrained large language model (GPT), and a visual expert module.
Input Output 
Accepted Modalities:
text, image
LLM NameImage To Text
Repository 🤗https://huggingface.co/Sundogs/image_to_text 
Model Size17.6b
Required VRAM35.4 GB
Updated2025-09-23
MaintainerSundogs
Model Files  4.9 GB: 1-of-8   5.0 GB: 2-of-8   5.0 GB: 3-of-8   5.0 GB: 4-of-8   5.0 GB: 5-of-8   5.0 GB: 6-of-8   5.0 GB: 7-of-8   0.5 GB: 8-of-8
Supported Languagesen
Model ArchitectureCogVLMForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Cogvlm Grounding Generalist Hf2K / 35.4 GB35316
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Cogvlm Base 490 Hf2K / 35.4 GB787
Cogvlm Grounding Base Hf2K / 35.4 GB762
Cogvlm Base 490 Hf2K / 35.4 GB207
Cogvlm Base 224 Hf2K / 35.4 GB245
Cogvlm Base 224 Hf2K / 35.4 GB135
Cogvlm Grounding Base Hf2K / 35.4 GB203
Note: green Score (e.g. "73.2") means that the model is better than Sundogs/image_to_text.

Rank the Image To Text 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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