HateSpeechClassification Japanese GPT Neox 3 6B Instruction Ppo by yukismd

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HateSpeechClassification Japanese GPT Neox 3 6B Instruction Ppo Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
HateSpeechClassification Japanese GPT Neox 3 6B Instruction Ppo (yukismd/HateSpeechClassification-japanese-gpt-neox-3-6b-instruction-ppo)

HateSpeechClassification Japanese GPT Neox 3 6B Instruction Ppo Parameters and Internals

Model Type 
text classification
Use Cases 
Areas:
research, commercial applications
Applications:
hate speech detection
Limitations:
May exhibit biases or produce inappropriate content
Considerations:
Users should critically evaluate content and use it at their discretion.
Training Details 
Data Sources:
Nishika - γƒ˜γ‚€γƒˆγ‚Ήγƒ”γƒΌγƒζ€œε‡Ί
Model Architecture:
GPTNeoXForCausalLM with modifications for classification
Responsible Ai Considerations 
Fairness:
The model is trained on diverse internet text data, which may contain biases.
Accountability:
Users are responsible for evaluating and managing any content generated.
Input Output 
Input Format:
Prompt format specific to the trained model
Accepted Modalities:
text
Output Format:
Classification logits
LLM NameHateSpeechClassification Japanese GPT Neox 3 6B Instruction Ppo
Repository πŸ€—https://huggingface.co/yukismd/HateSpeechClassification-japanese-gpt-neox-3-6b-instruction-ppo 
Model Size6b
Required VRAM7.2 GB
Updated2025-02-22
Maintaineryukismd
Model Typegpt_neox
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   2.2 GB: 2-of-2
Supported Languagesen
Model ArchitectureGPTNeoXForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.40.1
Tokenizer ClassT5Tokenizer
Padding Token[PAD]
Vocabulary Size32000
Torch Data Typefloat16

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227