TinyLLaVA 2.0B by bczhou

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  Arxiv:2402.14289   Autotrain compatible   Conversational   Custom code   Dataset:lin-chen/sharegpt4v Dataset:liuhaotian/llava-instr... Dataset:liuhaotian/llava-pretr...   En   Endpoints compatible   Image-text-to-text   Instruct   Llava   Lmm   Region:us   Safetensors   Tiny llava stablelm   Vision-language   Zh

TinyLLaVA 2.0B Benchmarks

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

TinyLLaVA 2.0B Parameters and Internals

LLM NameTinyLLaVA 2.0B
Repository ๐Ÿค—https://huggingface.co/bczhou/TinyLLaVA-2.0B 
Model Size2.0b
Required VRAM4.1 GB
Updated2024-10-30
Maintainerbczhou
Model Typetiny_llava_stablelm
Instruction-BasedYes
Model Files  4.1 GB
Supported Languagesen zh
Model ArchitectureTinyLlavaStablelmForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.37.2
Tokenizer ClassArcade100kTokenizer
Padding Token<|endoftext|>
Vocabulary Size100352
Torch Data Typebfloat16
Errorsreplace
TinyLLaVA 2.0B (bczhou/TinyLLaVA-2.0B)

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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 v2024072803