Llava V1.5 13B Shard3gb by liuhaotian

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  Autotrain compatible   Llava   Pytorch   Region:us   Sharded

Llava V1.5 13B Shard3gb Benchmarks

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 Shard3gb (liuhaotian/llava-v1.5-13b-shard3gb)
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Llava V1.5 13B Shard3gb Parameters and Internals

Model Type 
open-source chatbot, auto-regressive language model, transformer architecture, multimodal
Use Cases 
Areas:
large multimodal models, chatbots
Primary Use Cases:
research on large multimodal models, chatbots
Additional Notes 
This is the same model checkpoint as [liuhaotian/llava-v1.5-13b], sharded with a 3GB per-shard size limit to support machines with limited CPU RAM.
Training Details 
Data Sources:
LAION/CC/SBU, BLIP captioned datasets, GPT-generated data, academic-task-oriented VQA data, ShareGPT
Methodology:
trained by fine-tuning LLaMA/Vicuna on GPT-generated multimodal instruction-following data
Model Architecture:
transformer
LLM NameLlava V1.5 13B Shard3gb
Repository ๐Ÿค—https://huggingface.co/liuhaotian/llava-v1.5-13b-shard3gb 
Model Size13b
Required VRAM26.2 GB
Updated2025-09-23
Maintainerliuhaotian
Model Typellava
Model Files  3.0 GB: 1-of-9   2.9 GB: 2-of-9   2.9 GB: 3-of-9   3.0 GB: 4-of-9   2.9 GB: 5-of-9   3.0 GB: 6-of-9   2.9 GB: 7-of-9   2.9 GB: 8-of-9   2.7 GB: 9-of-9
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

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Note: green Score (e.g. "73.2") means that the model is better than liuhaotian/llava-v1.5-13b-shard3gb.

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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 v20241124