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Llama2 7B Sft Detox by SungJoo

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  Autotrain compatible   Bias   Detoxification   En   Endpoints compatible   Finetuned   Instruction   Llama   Llama2   Region:us   Safetensors   Sharded   Tensorflow   Unbias
Model Card on HF 🤗: https://huggingface.co/SungJoo/llama2-7b-sft-detox 

Llama2 7B Sft Detox Benchmarks

LLME Score: 0.19079
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama2 7B Sft Detox (SungJoo/llama2-7b-sft-detox)

Llama2 7B Sft Detox Parameters and Internals

Model Type 
Auto-regressive language model
Use Cases 
Applications:
chatbots, NLP systems
Primary Use Cases:
Generating less toxic language
Limitations:
May still generate biased or harmful content.
Considerations:
Users should apply this model with caution and review outputs for sensitive applications.
Additional Notes 
The model was fine-tuned using a comprehensive instruction dataset specifically designed for detoxification of LLMs. Objective for detoxification achieved through instruction tuning and Direct Preference Optimization (DPO).
Supported Languages 
English (NLP)
Training Details 
Methodology:
Instruction tuning
Context Length:
512
Hardware Used:
4 A100 80GB GPUs
Model Architecture:
LLaMA-2-7b
LLM NameLlama2 7B Sft Detox
Repository 🤗https://huggingface.co/SungJoo/llama2-7b-sft-detox 
Model Size7b
Required VRAM27.1 GB
Updated2025-02-22
MaintainerSungJoo
Model Typellama
Model Files  4.8 GB: 1-of-6   4.9 GB: 2-of-6   4.9 GB: 3-of-6   4.9 GB: 4-of-6   4.9 GB: 5-of-6   2.7 GB: 6-of-6
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Padding Token[PAD]
Vocabulary Size32001
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than SungJoo/llama2-7b-sft-detox.

Rank the Llama2 7B Sft Detox 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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Release v20241227
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