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Beomi Llama 3 Open Ko 8B 4bits by RichardErkhov

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  Arxiv:2310.04799   4-bit   Autotrain compatible   Bitsandbytes   Conversational   Endpoints compatible   Facebook   Llama   Llama-3   Llama-3-ko   Meta   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/RichardErkhov/beomi_-_Llama-3-Open-Ko-8B-4bits 

Beomi Llama 3 Open Ko 8B 4bits Benchmarks

LLME Score: 0.18724
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Beomi Llama 3 Open Ko 8B 4bits (RichardErkhov/beomi_-_Llama-3-Open-Ko-8B-4bits)

Beomi Llama 3 Open Ko 8B 4bits Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
commercial, research
Primary Use Cases:
text generation, assistant-like chat
Limitations:
Use in languages other than English
Additional Notes 
The model is a static model trained on an offline dataset with a knowledge cutoff in June 2023.
Supported Languages 
en (fluent), ko (fluent)
Training Details 
Data Sources:
https://huggingface.co/beomi/OPEN-SOLAR-KO-10.7B/tree/main/corpus
Data Volume:
17.7B+ tokens
Context Length:
8000
Hardware Used:
TPUv5e-256
Model Architecture:
Auto-regressive transformer
Safety Evaluation 
Methodologies:
Meta Llama Guard 2, Code Shield
Ethical Considerations:
Testing conducted primarily in English.
Responsible Ai Considerations 
Fairness:
Designed to be accessible to people across many different backgrounds, experiences and perspectives.
Mitigation Strategies:
Recommendation to use Purple Llama solutions and Llama Guard for safety.
Input Output 
Input Format:
text
Accepted Modalities:
text
Output Format:
text and code
Release Notes 
Version:
2024.04.24
Date:
2024.04.24
Notes:
Release of Llama-3-Open-Ko-8B model
LLM NameBeomi Llama 3 Open Ko 8B 4bits
Repository 🤗https://huggingface.co/RichardErkhov/beomi_-_Llama-3-Open-Ko-8B-4bits 
Model Size8b
Required VRAM6.1 GB
Updated2025-02-22
MaintainerRichardErkhov
Model Typellama
Model Files  5.0 GB: 1-of-2   1.1 GB: 2-of-2
Supported Languagesen ko
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.40.2
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 RichardErkhov/beomi_-_Llama-3-Open-Ko-8B-4bits.

Rank the Beomi Llama 3 Open Ko 8B 4bits 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 v20241227
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