LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

POLAR 14B 4.3 Very Big Sft by spow12

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

  2291   
  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: 0.22035
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)

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
Updated2025-02-05
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

Best Alternatives to POLAR 14B 4.3 Very Big Sft

Best Alternatives
Context / RAM
Downloads
Likes
...Qwen2.5llamaify 14B V23.1 200K195K / 29.7 GB51790
...Qwen2.5llamaify 14B V23.3 200K195K / 29.7 GB105
GeM2 Llamion 14B LongChat195K / 29 GB33914
Openbuddy Zero 14B V22.3 32K32K / 28 GB11601
Phi 4 ReasoningRP16K / 29.5 GB1002
GZA 14B Sce16K / 29.5 GB480
Phi 4 Super16K / 29.5 GB1218
Blaze 14B XElite16K / 29.4 GB577
Phi 4 Model Stock V216K / 29.5 GB372
Phi 4 Model Stock V316K / 29.5 GB512
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

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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  

What open-source LLMs or SLMs are you in search of? 42577 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer