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Dolphin Vision 7B by cognitivecomputations

 »  All LLMs  »  cognitivecomputations  »  Dolphin Vision 7B   URL Share it on

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  Autotrain compatible   Axolotl Base model:finetune:qwen/qwen2...   Base model:qwen/qwen2-72b   Bunny-qwen   Conversational   Custom code Dataset:cognitivecomputations/... Dataset:cognitivecomputations/... Dataset:cognitivecomputations/...   Dataset:internlm/agent-flan Dataset:locutusque/function-ca... Dataset:m-a-p/codefeedback-fil... Dataset:microsoft/orca-math-wo...   Dataset:teknium/openhermes-2.5   Endpoints compatible   Generated from trainer   Region:us   Safetensors   Sharded   Tensorflow   Vision
Model Card on HF 🤗: https://huggingface.co/cognitivecomputations/dolphin-vision-7b 

Dolphin Vision 7B Benchmarks

LLME Score: 0.22468
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Dolphin Vision 7B (cognitivecomputations/dolphin-vision-7b)

Dolphin Vision 7B Parameters and Internals

Model Type 
multimodal
Additional Notes 
DolphinVision is capable of reasoning and commenting on images that other popular models might object to.
Training Details 
Data Sources:
cognitivecomputations/Dolphin-2.9, teknium/OpenHermes-2.5, m-a-p/CodeFeedback-Filtered-Instruction, cognitivecomputations/dolphin-coder, cognitivecomputations/samantha-data, microsoft/orca-math-word-problems-200k, Locutusque/function-calling-chatml, internlm/Agent-FLAN
Hardware Used:
8x mi300x node provided by TensorWave
LLM NameDolphin Vision 7B
Repository 🤗https://huggingface.co/cognitivecomputations/dolphin-vision-7b 
Base Model(s)  Qwen2 72B   Qwen/Qwen2-72B
Model Size72b
Required VRAM16.1 GB
Updated2025-02-22
Maintainercognitivecomputations
Model Typebunny-qwen
Model Files  4.9 GB: 1-of-4   4.9 GB: 2-of-4   5.0 GB: 3-of-4   1.3 GB: 4-of-4   0.0 GB
Model ArchitectureBunnyQwenForCausalLM
Licenseother
Context Length131072
Model Max Length131072
Transformers Version4.41.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to Dolphin Vision 7B

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Context / RAM
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Dolphin Vision 72B128K / 147 GB965122
Note: green Score (e.g. "73.2") means that the model is better than cognitivecomputations/dolphin-vision-7b.

Rank the Dolphin Vision 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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