GLaMM FullScope V0 by MBZUAI

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  Arxiv:2311.03356   Autotrain compatible   Endpoints compatible   Llava   Pytorch   Region:us   Sharded

GLaMM FullScope V0 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
GLaMM FullScope V0 (MBZUAI/GLaMM-FullScope_v0)

GLaMM FullScope V0 Parameters and Internals

Model Type 
Grounded Conversation Generation, Referring Expression Segmentation, Region-level Captioning, Image-level Captioning, Visual Question Answering
LLM NameGLaMM FullScope V0
Repository ๐Ÿค—https://huggingface.co/MBZUAI/GLaMM-FullScope_v0 
Required VRAM16.7 GB
Updated2025-02-22
MaintainerMBZUAI
Model Typellava
Model Files  10.0 GB: 1-of-2   6.7 GB: 2-of-2
Model ArchitectureLISAForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.28.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32009
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than MBZUAI/GLaMM-FullScope_v0.

Rank the GLaMM FullScope V0 Capabilities

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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 v20241227