SambaLingo Arabic Chat by sambanovasystems

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  Arxiv:2404.05829   Ar   Autotrain compatible   Conversational Dataset:huggingfaceh4/cai-conv... Dataset:huggingfaceh4/ultracha... Dataset:huggingfaceh4/ultrafee...   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow

SambaLingo Arabic Chat 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 Chat Parameters and Internals

LLM NameSambaLingo Arabic Chat
Repository ๐Ÿค—https://huggingface.co/sambanovasystems/SambaLingo-Arabic-Chat 
Model Size6.9b
Required VRAM13.9 GB
Updated2024-09-07
Maintainersambanovasystems
Model Typellama
Model Files  5.0 GB: 1-of-3   4.9 GB: 2-of-3   4.0 GB: 3-of-3
Supported Languagesar en
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size57344
Torch Data Typebfloat16
SambaLingo Arabic Chat (sambanovasystems/SambaLingo-Arabic-Chat)

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

Rank the SambaLingo Arabic Chat 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