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Polyglot Ko Empathy Chat 5.8B by j5ng

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  Autotrain compatible   Chat   Endpoints compatible   Gpt neox   Ko   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF πŸ€—: https://huggingface.co/j5ng/polyglot-ko-empathy-chat-5.8b 

Polyglot Ko Empathy Chat 5.8B Benchmarks

LLME Score: 0.14617
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Polyglot Ko Empathy Chat 5.8B (j5ng/polyglot-ko-empathy-chat-5.8b)

Polyglot Ko Empathy Chat 5.8B Parameters and Internals

Model Type 
chatbot, empathy, text generation
Use Cases 
Areas:
research, chat applications
Applications:
empathy-driven interactions, relationship counseling
Primary Use Cases:
providing virtual emotional support, enhanced understanding in relationships
Limitations:
not suitable for professional psychological counseling, may not cover special relationship scenarios
Considerations:
usage primarily intended for entertainment and casual conversation
Additional Notes 
The model is trained specifically on dialogue data catered towards communication in romantic contexts, enhancing its empathy-driven interactions.
Supported Languages 
Korean (high proficiency)
Training Details 
Data Sources:
AIν—ˆλΈŒ κ³΅κ°ν˜• λŒ€ν™”, 연인 데이터
Methodology:
QLoRA νŒŒμΈνŠœλ‹
Hardware Used:
8GB 이상 VRAM
Model Architecture:
EleutherAI/polyglot-ko-5.8b
Input Output 
Input Format:
text input from users in casual conversation style
Accepted Modalities:
text
Output Format:
text-based empathic responses
Release Notes 
Version:
1.0
Date:
unknown
Notes:
Initial release of the chatbot model for empathic communication in relationships.
LLM NamePolyglot Ko Empathy Chat 5.8B
Repository πŸ€—https://huggingface.co/j5ng/polyglot-ko-empathy-chat-5.8b 
Model Size5.8b
Required VRAM11.9 GB
Updated2025-03-20
Maintainerj5ng
Model Typegpt_neox
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   1.9 GB: 3-of-3
Supported Languagesko
Model ArchitectureGPTNeoXForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.36.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|endoftext|>
Vocabulary Size30080
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than j5ng/polyglot-ko-empathy-chat-5.8b.

Rank the Polyglot Ko Empathy Chat 5.8B 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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