Tofu Ft Phi 1.5 by locuslab

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  Arxiv:2401.06121   Autotrain compatible   Custom code   Endpoints compatible   Phi   Region:us   Safetensors

Tofu Ft Phi 1.5 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Tofu Ft Phi 1.5 (locuslab/tofu_ft_phi-1.5)

Tofu Ft Phi 1.5 Parameters and Internals

Model Type 
privacy-preserving machine learning, regulatory compliance, knowledge retention
Additional Notes 
Phi-1.5 is fine-tuned on TOFU dataset for data unlearning capabilities.
Training Details 
Data Sources:
TOFU dataset
Methodology:
Task-specific fine-tuning on question-answer pairs for unlearning performance.
LLM NameTofu Ft Phi 1.5
Repository ๐Ÿค—https://huggingface.co/locuslab/tofu_ft_phi-1.5 
Model Size1.4b
Required VRAM2.8 GB
Updated2024-12-22
Maintainerlocuslab
Model Typephi
Model Files  2.8 GB   0.0 GB
Model ArchitecturePhiForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.37.2
Vocabulary Size51200
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than locuslab/tofu_ft_phi-1.5.

Rank the Tofu Ft Phi 1.5 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 v20241217