Llava Phi2 by RaviNaik

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  Arxiv:2401.02330   Autotrain compatible Dataset:liuhaotian/llava-instr... Dataset:liuhaotian/llava-pretr...   En   Endpoints compatible   Image-text-to-text   Instruct   Llava   Llava phi   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/RaviNaik/Llava-Phi2 

Llava Phi2 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llava Phi2 (RaviNaik/Llava-Phi2)

Llava Phi2 Parameters and Internals

Model Type 
multimodal
Additional Notes 
This is a multimodal implementation inspired by LlaVA-Phi model.
Supported Languages 
en (proficient)
Training Details 
Data Sources:
LAION-CC-SBU dataset with BLIP captions(200k samples), Instruct 150k dataset based on COCO
LLM NameLlava Phi2
Repository ๐Ÿค—https://huggingface.co/RaviNaik/Llava-Phi2 
Model Size3b
Required VRAM12.3 GB
Updated2025-02-05
MaintainerRaviNaik
Model Typellava_phi
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   4.9 GB: 2-of-3   2.5 GB: 3-of-3
Supported Languagesen
Model ArchitectureLlavaPhiForCausalLM
Licensemit
Context Length2048
Model Max Length2048
Transformers Version4.36.2
Tokenizer ClassCodeGenTokenizer
Padding Token<|endoftext|>
Vocabulary Size51200
Torch Data Typefloat32
Errorsreplace

Best Alternatives to Llava Phi2

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Llava Phi 2 3B Siglip2K / 11.2 GB123
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Note: green Score (e.g. "73.2") means that the model is better than RaviNaik/Llava-Phi2.

Rank the Llava Phi2 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