LLaVA 13B V1.1 by rjadr

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  Autotrain compatible   Llava   Pytorch   Region:us   Sharded
Model Card on HF ๐Ÿค—: https://huggingface.co/rjadr/LLaVA-13B-v1-1 

LLaVA 13B V1.1 Benchmarks

nn.n% โ€” How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sponsored by Nebius

LLaVA 13B V1.1 Parameters and Internals

Model Type 
Auto-regressive language model, transformer architecture
Use Cases 
Applications:
Research on large multimodal models and chatbots
Training Details 
Data Sources:
595K filtered image-text pairs from CC3M, 150K GPT-generated multimodal instruction-following data
Methodology:
Fine-tuning LLaMA/Vicuna on GPT-generated multimodal instruction-following data
Model Architecture:
Transformer
LLM NameLLaVA 13B V1.1
Repository ๐Ÿค—https://huggingface.co/rjadr/LLaVA-13B-v1-1 
Model Size13b
Required VRAM26โ€ฏGB
Updated2025-01-02
Maintainerrjadr
Model Typellava
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3
Model ArchitectureLlavaLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.29.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32003
Torch Data Typefloat16

Best Alternatives to LLaVA 13B V1.1

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Context / RAM
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Likes
Llava V1.5 13B4K / 26โ€‰GB104529490
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Table Llava V1.5 13B4K / 26.6โ€‰GB401
Peenoblanc 52 Llava4K / 26.7โ€‰GB60
Otterchecker4K / 26.7โ€‰GB212
Llava 13B Custom4K / 26.7โ€‰GB230
V Mllm 13B4K / 26.6โ€‰GB181
...roduct Taxonomy Llava V1.6 13B4K / 26.7โ€‰GB370
Posterllava V04K / 26.6โ€‰GB515
Note: green Score (e.g. "73.2") means that the model is better than rjadr/LLaVA-13B-v1-1.

Rank the LLaVA 13B V1.1 Capabilities

๐Ÿ†˜ Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! ๐ŸŒŸ

Instruction Following and Task Automation  
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Factuality and Completeness of Knowledge  
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Censorship and Alignment  
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Data Analysis and Insight Generation  
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Text Generation  
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Text Summarization and Feature Extraction  
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Code Generation  
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Multi-Language Support and Translation  
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Our Social Media โ†’  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227