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Dorna Llama3 8B Instruct Quantized4Bit by amirMohammadi

 »  All LLMs  »  amirMohammadi  »  Dorna Llama3 8B Instruct Quantized4Bit   URL Share it on

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  Arxiv:2307.08691   8-bit   Autotrain compatible   Conversational   En   Endpoints compatible   Fa   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/amirMohammadi/Dorna-Llama3-8B-Instruct-Quantized4Bit 

Dorna Llama3 8B Instruct Quantized4Bit Benchmarks

LLME Score: 0.19374
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Dorna Llama3 8B Instruct Quantized4Bit (amirMohammadi/Dorna-Llama3-8B-Instruct-Quantized4Bit)

Dorna Llama3 8B Instruct Quantized4Bit Parameters and Internals

Model Type 
text-generation
Additional Notes 
This is a 4-bit quantized version for efficient memory usage. Flash Attention 2 is integrated for faster inference.
Supported Languages 
en (basic), fa (advanced)
LLM NameDorna Llama3 8B Instruct Quantized4Bit
Repository 🤗https://huggingface.co/amirMohammadi/Dorna-Llama3-8B-Instruct-Quantized4Bit 
Model Size8b
Required VRAM5.8 GB
Updated2025-02-22
MaintaineramirMohammadi
Model Typellama
Instruction-BasedYes
Model Files  4.7 GB: 1-of-2   1.1 GB: 2-of-2
Supported Languagesen fa
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than amirMohammadi/Dorna-Llama3-8B-Instruct-Quantized4Bit.

Rank the Dorna Llama3 8B Instruct Quantized4Bit 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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