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POLAR 14B 4.3 Very Big Sft by spow12

 »  All LLMs  »  spow12  »  POLAR 14B 4.3 Very Big Sft   URL Share it on

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  Autotrain compatible   Conversational   En   Endpoints compatible   Ko   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/spow12/POLAR-14B_4.3_very_big_sft 

POLAR 14B 4.3 Very Big Sft Benchmarks

LLME Score: 0.16353
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
POLAR 14B 4.3 Very Big Sft (spow12/POLAR-14B_4.3_very_big_sft)
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POLAR 14B 4.3 Very Big Sft Parameters and Internals

Model Type 
supervised fine-tuned, text generation
Additional Notes 
Model is focused on generating detailed and kind responses in Korean.
Supported Languages 
ko (native), en (high)
Training Details 
Data Sources:
public data, private data, generated data
Data Volume:
about 50k
Methodology:
fine-tuned with DeepSpeed and trl for Korean
Input Output 
Input Format:
structured conversation input with roles
Accepted Modalities:
text
Output Format:
text responses
Performance Tips:
Make use of the 'device_map' feature for optimized performance on available hardware.
LLM NamePOLAR 14B 4.3 Very Big Sft
Repository 🤗https://huggingface.co/spow12/POLAR-14B_4.3_very_big_sft 
Model Size14b
Required VRAM28.4 GB
Updated2025-09-23
Maintainerspow12
Model Typellama
Model Files  4.9 GB: 1-of-6   5.0 GB: 2-of-6   4.9 GB: 3-of-6   4.9 GB: 4-of-6   5.0 GB: 5-of-6   3.7 GB: 6-of-6
Supported Languagesko en
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length4096
Model Max Length4096
Transformers Version4.40.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than spow12/POLAR-14B_4.3_very_big_sft.

Rank the POLAR 14B 4.3 Very Big Sft 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  
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Release v20241124
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