Kullm Solar by heavytail

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Model Card on HF ๐Ÿค—: https://huggingface.co/heavytail/kullm-solar 

Kullm Solar Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Kullm Solar (heavytail/kullm-solar)
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Kullm Solar Parameters and Internals

Supported Languages 
ko (Korean)
Training Details 
Data Sources:
KULLM dataset, hand-crafted instruction data
Release Notes 
Version:
Initial upload
Date:
2024/01/28 21:10
LLM NameKullm Solar
Repository ๐Ÿค—https://huggingface.co/heavytail/kullm-solar 
Model Size10.7b
Required VRAM21.4 GB
Updated2025-09-22
Maintainerheavytail
Model Typellama
Instruction-BasedYes
Model Files  4.9 GB: 1-of-5   5.0 GB: 2-of-5   4.9 GB: 3-of-5   4.9 GB: 4-of-5   1.7 GB: 5-of-5   0.0 GB
Supported Languagesko
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.37.1
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than heavytail/kullm-solar.

Rank the Kullm Solar 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 v20241124