Llava V1.6 Vicuna 7B GGUF by second-state

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  Autotrain compatible Base model:liuhaotian/llava-v1... Base model:quantized:liuhaotia...   Gguf   Llava   Q2   Quantized   Region:us

Llava V1.6 Vicuna 7B GGUF Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llava V1.6 Vicuna 7B GGUF (second-state/Llava-v1.6-Vicuna-7B-GGUF)

Llava V1.6 Vicuna 7B GGUF Parameters and Internals

Model Type 
text-generation
Additional Notes 
Quantized models are provided with various quality and size trade-offs for different use cases. Models are optimized using LlamaEdge and quantized by Second State Inc.
LLM NameLlava V1.6 Vicuna 7B GGUF
Repository ๐Ÿค—https://huggingface.co/second-state/Llava-v1.6-Vicuna-7B-GGUF 
Model NameLlava v1.6 Vicuna 7B
Model Creatorliuhaotian
Base Model(s)  liuhaotian/llava-v1.6-vicuna-7b   liuhaotian/llava-v1.6-vicuna-7b
Model Size7b
Required VRAM0.6 GB
Updated2025-01-14
Maintainersecond-state
Model Typellava
Model Files  2.5 GB   3.6 GB   3.3 GB   3.0 GB   3.8 GB   4.1 GB   3.9 GB   4.7 GB   4.8 GB   4.7 GB   5.5 GB   7.2 GB   0.6 GB
GGUF QuantizationYes
Quantization Typegguf|q2|q4_k|q5_k
Model ArchitectureLlavaLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.36.2
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than second-state/Llava-v1.6-Vicuna-7B-GGUF.

Rank the Llava V1.6 Vicuna 7B GGUF Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Data Analysis and Insight Generation  
Text Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227