Mamba Ko 2.8B by kuotient

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  Autotrain compatible Dataset:maywell/korean textboo...   Endpoints compatible   Ko   Mamba   Pytorch   Region:us
Model Card on HF ๐Ÿค—: https://huggingface.co/kuotient/mamba-ko-2.8b 

Mamba Ko 2.8B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mamba Ko 2.8B (kuotient/mamba-ko-2.8b)

Mamba Ko 2.8B Parameters and Internals

Model Type 
text generation
Additional Notes 
This model is especially designed for Korean text generation tasks.
Supported Languages 
ko (high)
Training Details 
Data Sources:
korean_textbooks
Methodology:
Continued pretraining with synthetically generated datasets
Model Architecture:
State space model
Input Output 
Input Format:
Prompt in natural language Korean
Accepted Modalities:
text
Output Format:
Generated text in Korean
LLM NameMamba Ko 2.8B
Repository ๐Ÿค—https://huggingface.co/kuotient/mamba-ko-2.8b 
Model Size2.8b
Required VRAM5.8 GB
Updated2025-02-22
Maintainerkuotient
Model Files  5.8 GB
Supported Languagesko
Model ArchitectureMambaForCausalLM
Licenseapache-2.0
Tokenizer ClassGPTNeoXTokenizer
Padding Token[PAD]
Vocabulary Size50277

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Note: green Score (e.g. "73.2") means that the model is better than kuotient/mamba-ko-2.8b.

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Text Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227