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Llama3 Arabic MentalQA 4bit by mkay8

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  4-bit   4bit   Ar   Autotrain compatible   Bitsandbytes   Conversational Dataset:mkay8/arabic mental he...   Endpoints compatible   Instruct   Llama   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mkay8/llama3_Arabic_mentalQA_4bit 

Llama3 Arabic MentalQA 4bit Benchmarks

LLME Score: 0.19021
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 Arabic MentalQA 4bit (mkay8/llama3_Arabic_mentalQA_4bit)

Llama3 Arabic MentalQA 4bit Parameters and Internals

Model Type 
text generation, question answering
Use Cases 
Areas:
medical, mental health
Applications:
Arabic chatbots for healthcare applications
Primary Use Cases:
Arabic question answering in medical and mental health domains
Additional Notes 
Quantization applied for efficiency.
Supported Languages 
Arabic (High)
Training Details 
Data Sources:
mkay8/arabic_mental_health_QA
Methodology:
LORA fine-tuning
LLM NameLlama3 Arabic MentalQA 4bit
Repository 🤗https://huggingface.co/mkay8/llama3_Arabic_mentalQA_4bit 
Model Size8b
Required VRAM5.8 GB
Updated2025-02-22
Maintainermkay8
Model Typellama
Instruction-BasedYes
Model Files  4.7 GB: 1-of-2   1.1 GB: 2-of-2
Supported Languagesar
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.41.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
Torch Data Typebfloat16

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... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB83
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Llama 3 8B Instruct 262K 2bit256K / 2.5 GB71
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Note: green Score (e.g. "73.2") means that the model is better than mkay8/llama3_Arabic_mentalQA_4bit.

Rank the Llama3 Arabic MentalQA 4bit 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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Release v20241227
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