SambaLingo Arabic Base by sambanovasystems

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  Arxiv:2311.05741   Arxiv:2404.05829   Ar   Autotrain compatible   Dataset:uonlp/culturax   En   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

SambaLingo Arabic Base Benchmarks

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

SambaLingo Arabic Base Parameters and Internals

LLM NameSambaLingo Arabic Base
Repository ๐Ÿค—https://huggingface.co/sambanovasystems/SambaLingo-Arabic-Base 
Model Size6.9b
Required VRAM27.8 GB
Updated2024-09-18
Maintainersambanovasystems
Model Typellama
Model Files  10.0 GB: 1-of-3   9.8 GB: 2-of-3   8.0 GB: 3-of-3   10.0 GB: 1-of-3   9.8 GB: 2-of-3   8.0 GB: 3-of-3
Supported Languagesar en
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.29.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size57344
Torch Data Typefloat32
SambaLingo Arabic Base (sambanovasystems/SambaLingo-Arabic-Base)

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Note: green Score (e.g. "73.2") means that the model is better than sambanovasystems/SambaLingo-Arabic-Base.

Rank the SambaLingo Arabic Base 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 v2024072803