Meta Llama 3 8B AWQ by TechxGenus

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Meta Llama 3 8B AWQ Benchmarks

Meta Llama 3 8B AWQ (TechxGenus/Meta-Llama-3-8B-AWQ)
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Meta Llama 3 8B AWQ Parameters and Internals

Model Type 
large language models, text generation
Use Cases 
Areas:
commercial use, research
Applications:
assistant-like chat, natural language generation
Limitations:
Use in languages other than English
Considerations:
Developers must follow the Community License and Acceptable Use Policy.
Additional Notes 
This is a static model trained on an offline dataset.
Training Details 
Data Sources:
publicly available online data
Data Volume:
15 trillion tokens
Methodology:
supervised fine-tuning (SFT) and reinforcement learning with human feedback (RLHF)
Context Length:
8000
Hardware Used:
Meta's Research SuperCluster, third-party cloud compute
Model Architecture:
optimized transformer architecture
Safety Evaluation 
Methodologies:
red teaming, adversarial evaluations
Findings:
Lower residual risks compared to previous versions, Emphasis on avoiding false refusals
Risk Categories:
Cybersecurity, Child Safety
Ethical Considerations:
Focus on reducing exposure to harmful or malicious outputs.
Responsible Ai Considerations 
Mitigation Strategies:
Use of tools like Meta Llama Guard 2 and Code Shield to reduce risks.
Input Output 
Input Format:
text
Output Format:
text
Release Notes 
Version:
Llama 3
Date:
April 18, 2024
Notes:
Instruction tuned and optimized for dialogue use cases.
LLM NameMeta Llama 3 8B AWQ
Repository ๐Ÿค—https://huggingface.co/TechxGenus/Meta-Llama-3-8B-AWQ 
Base Model(s)  Meta Llama 3 8B Hf   Undi95/Meta-Llama-3-8B-hf
Model Size8b
Required VRAM5.8 GB
Updated2026-01-21
MaintainerTechxGenus
Model Typellama
Model Files  4.7 GB: 1-of-2   1.1 GB: 2-of-2
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TechxGenus/Meta-Llama-3-8B-AWQ.

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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 v20241124