Dart V2 Base by p1atdev

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  Autotrain compatible   Danbooru Dataset:isek-ai/danbooru-tags-...   Mistral   Onnx   Optimum   Region:us   Safetensors   Sft   Trl
Model Card on HF ๐Ÿค—: https://huggingface.co/p1atdev/dart-v2-base 

Dart V2 Base Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Dart V2 Base (p1atdev/dart-v2-base)

Dart V2 Base Parameters and Internals

Model Type 
Causal language model
Additional Notes 
Evaluation has not been done yet and it needs to evaluate.
Training Details 
Data Sources:
isek-ai/danbooru-tags-2024
Data Volume:
7M size of danbooru tags dataset since 2005 to 2024/03/31
Hardware Used:
8x RTX A6000
Model Architecture:
Mistral
Input Output 
Input Format:
<|bos|> ...
Accepted Modalities:
text
Output Format:
tags format
LLM NameDart V2 Base
Repository ๐Ÿค—https://huggingface.co/p1atdev/dart-v2-base 
Model Size100m
Required VRAM0.2 GB
Updated2025-02-22
Maintainerp1atdev
Model Typemistral
Model Files  0.2 GB
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length1024
Model Max Length1024
Transformers Version4.38.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|pad|>
Vocabulary Size30649
Torch Data Typebfloat16

Best Alternatives to Dart V2 Base

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Endurance 100B V1128K / 200.1 GB1313
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Lazarus 2407 100B128K / 200.2 GB88
Mistral 100M Textbooks32K / 0.5 GB19813
Dart V2 Sft1K / 0.2 GB9612
Note: green Score (e.g. "73.2") means that the model is better than p1atdev/dart-v2-base.

Rank the Dart V2 Base 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 v20241227