Dv Wave by monsoon-nlp

 ยป  All LLMs  ยป  monsoon-nlp  ยป  Dv Wave   URL Share it on

  Dv   Electra   Endpoints compatible   Pytorch   Region:us   Safetensors   Tf
Model Card on HF ๐Ÿค—: https://huggingface.co/monsoon-nlp/dv-wave 

Dv Wave Benchmarks

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)

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 ๐Ÿค—https://huggingface.co/monsoon-nlp/dv-wave 
Model Size13.4m
Required VRAM0.1 GB
Updated2025-02-12
Maintainermonsoon-nlp
Model Typeelectra
Model Files  0.1 GB
Supported Languagesdv
Model ArchitectureAutoModel
Context Length512
Model Max Length512
Padding Token[PAD]
Vocabulary Size29744

Rank the Dv Wave Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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? 42980 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227