Cambrian 13B by nyu-visionx

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  Arxiv:2406.16860   Autotrain compatible   Cambrian llama   Endpoints compatible   Region:us   Safetensors   Sharded   Tensorflow

Cambrian 13B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Cambrian 13B (nyu-visionx/cambrian-13b)

Cambrian 13B Parameters and Internals

Model Type 
Multimodal, Vision-centric
Training Details 
Data Sources:
Cambrian Alignment Data, Cambrian Curated Instruction Tuning Data
Data Volume:
2.5M + 7M
LLM NameCambrian 13B
Repository ๐Ÿค—https://huggingface.co/nyu-visionx/cambrian-13b 
Model Size13b
Required VRAM53.6 GB
Updated2025-02-22
Maintainernyu-visionx
Model Typecambrian_llama
Model Files  4.9 GB: 1-of-11   5.0 GB: 2-of-11   5.0 GB: 3-of-11   5.0 GB: 4-of-11   5.0 GB: 5-of-11   4.8 GB: 6-of-11   4.8 GB: 7-of-11   4.8 GB: 8-of-11   5.0 GB: 9-of-11   5.0 GB: 10-of-11   4.3 GB: 11-of-11   0.0 GB
Model ArchitectureCambrianLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.40.1
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat32

Rank the Cambrian 13B 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