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Llava V1.5 13B by liuhaotian

 »  All LLMs  »  liuhaotian  »  Llava V1.5 13B   URL Share it on

  135410   
  Autotrain compatible   Image-text-to-text   Llava   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/liuhaotian/llava-v1.5-13b 

Llava V1.5 13B Benchmarks

LLME Score: 0.24589
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llava V1.5 13B (liuhaotian/llava-v1.5-13b)

Llava V1.5 13B Parameters and Internals

Model Type 
multimodal, chatbot, transformer, auto-regressive
Use Cases 
Primary Use Cases:
Research on large multimodal models and chatbots
Training Details 
Data Sources:
LAION/CC/SBU (558K filtered image-text pairs), 158K GPT-generated multimodal instruction-following data, 450K academic-task-oriented VQA data mixture, 40K ShareGPT data
Methodology:
Fine-tuning LLaMA/Vicuna on GPT-generated multimodal instruction-following data
Model Architecture:
Transformer
LLM NameLlava V1.5 13B
Repository 🤗https://huggingface.co/liuhaotian/llava-v1.5-13b 
Model Size13b
Required VRAM26 GB
Updated2025-02-05
Maintainerliuhaotian
Model Typellava
Model Files  0.1 GB   9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3
Model ArchitectureLlavaLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

Quantized Models of the Llava V1.5 13B

Model
Likes
Downloads
VRAM
SpaceLLaVA2130526 GB
Llava V1.5 13B GPTQ372177 GB
Llava V1.5 13B AWQ351187 GB

Best Alternatives to Llava V1.5 13B

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Context / RAM
Downloads
Likes
Llava V1.6 Vicuna 13B4K / 26.7 GB1437354
Llava CoS 13B4K / 26.6 GB62271
Evalalign V1.0 13B4K / 26.7 GB881
Table Llava V1.5 13B4K / 26.6 GB251
Peenoblanc 52 Llava4K / 26.7 GB60
Otterchecker4K / 26.7 GB42
Llava 13B Custom4K / 26.7 GB50
V Mllm 13B4K / 26.6 GB41
...roduct Taxonomy Llava V1.6 13B4K / 26.7 GB110
Posterllava V04K / 26.6 GB315

Rank the Llava V1.5 13B Capabilities

🆘 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! 🌟

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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Release v20241227
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