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Dv Wave by monsoon-nlp

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  Dv   Electra   Endpoints compatible   Pytorch   Region:us   Safetensors   Tf
Model Card on HF 🤗: https://huggingface.co/monsoon-nlp/dv-wave 

Dv Wave Benchmarks

LLME Score: 0.001
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Dv Wave (monsoon-nlp/dv-wave)
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Dv Wave Parameters and Internals

Model Type 
language model, news classification
Use Cases 
Areas:
news classification
Applications:
commercial
Primary Use Cases:
news classification
Additional Notes 
The vocabulary is included as vocab.txt in the upload with a vocab size of 29874.
Supported Languages 
Dhivehi (proficient)
Training Details 
Data Sources:
DhivehiDatasets, @Sofwath's 307MB corpus of Dhivehi text
Data Volume:
307MB corpus of Dhivehi text
Methodology:
Special training methods include fixed tokenizers `do_lower_case=False` and `strip_accents=False` to preserve vowel signs of Dhivehi.
Input Output 
Accepted Modalities:
text
Release Notes 
Version:
v1
Notes:
Similar performance to mBERT on news classification task after fine-tuning for 3 epochs (52%).
Version:
v2
Notes:
Fixed tokenizers `do_lower_case=False` and `strip_accents=False` to preserve vowel signs of Dhivehi.
LLM NameDv Wave
Repository 🤗https://huggingface.co/monsoon-nlp/dv-wave 
Model Size13.4m
Required VRAM0.1 GB
Updated2025-09-23
Maintainermonsoon-nlp
Model Typeelectra
Model Files  0.1 GB   0.1 GB
Supported Languagesdv
Model ArchitectureAutoModel
Context Length512
Model Max Length512
Padding Token[PAD]
Vocabulary Size29744

Rank the Dv Wave 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
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