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Llava V1.6 Vicuna 7B by liuhaotian

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Llava V1.6 Vicuna 7B is an open-source language model by liuhaotian. Features: 7b LLM, VRAM: 14.1GB, Context: 4K, LLM Explorer Score: 0.17.

  Image-text-to-text   Llava   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/liuhaotian/llava-v1.6-vicuna-7b 

Llava V1.6 Vicuna 7B Benchmarks

LLME Score: 0.17458
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llava V1.6 Vicuna 7B (liuhaotian/llava-v1.6-vicuna-7b)
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Llava V1.6 Vicuna 7B Parameters and Internals

Model Type 
multimodal, chatbot, auto-regressive, language model
Use Cases 
Areas:
research on large multimodal models and chatbots
Primary Use Cases:
research on large multimodal models and chatbots
Training Details 
Data Sources:
558K filtered image-text pairs from LAION/CC/SBU, captioned by BLIP, 158K GPT-generated multimodal instruction-following data, 500K academic-task-oriented VQA data mixture, 50K GPT-4V data mixture, 40K ShareGPT data
Methodology:
fine-tuning LLM on multimodal instruction-following data
Model Architecture:
transformer architecture
LLM NameLlava V1.6 Vicuna 7B
Repository 🤗https://huggingface.co/liuhaotian/llava-v1.6-vicuna-7b 
Model Size7b
Required VRAM14.1 GB
Updated2026-05-24
Maintainerliuhaotian
Model Typellava
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.2 GB: 3-of-3   0.0 GB
Model ArchitectureLlavaLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Llava V1.6 Vicuna 7B

Model
Likes
Downloads
VRAM
Llava V1.6 Vicuna 7B GGUF47620 GB

Best Alternatives to Llava V1.6 Vicuna 7B

Best Alternatives
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Llava Merged Finetuned 7b32K / 15.1 GB41
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Llava V1.5 7B4K / 13.5 GB186377550
Quilt Llava V1.5 7B4K / 14.2 GB386429
LLaVA NeXT Video 7B DPO4K / 14.2 GB129429
LLaVA NeXT Video 7B4K / 14.1 GB89051
MoMA Llava 7b4K / 14.2 GB78918
...va 1.5 Image Classification V34K / 23.3 GB1520
Table Llava V1.5 7B4K / 14.2 GB2713
Note: green Score (e.g. "73.2") means that the model is better than liuhaotian/llava-v1.6-vicuna-7b.

Rank the Llava V1.6 Vicuna 7B 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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