MNLP by mddokmak

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  Arxiv:1910.09700   Adapter Base model:adapter:openai-comm... Base model:openai-community/gp...   Finetuned   Lora   Peft   Region:us   Safetensors
Model Card on HF ๐Ÿค—: https://huggingface.co/mddokmak/MNLP 

MNLP Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MNLP (mddokmak/MNLP)

MNLP Parameters and Internals

LLM NameMNLP
Repository ๐Ÿค—https://huggingface.co/mddokmak/MNLP 
Base Model(s)  Gpt2 Large   openai-community/gpt2-large
Required VRAM0.1 GB
Updated2024-12-27
Maintainermddokmak
Model Files  0.1 GB   0.0 GB
Model ArchitectureAdapter
Model Max Length1024
Is Biasednone
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesc_attn
LoRA Alpha128
LoRA Dropout0.05
R Param128

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Note: green Score (e.g. "73.2") means that the model is better than mddokmak/MNLP.

Rank the MNLP 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