Base GPT4 X Alpaca Roleplay Lora by teknium

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  Alpaca   Autotrain compatible   Endpoints compatible   Gpt4   Llama   Lora   Pytorch   Region:us   Sharded

Base GPT4 X Alpaca Roleplay Lora Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Base GPT4 X Alpaca Roleplay Lora (teknium/Base-GPT4-x-Alpaca-Roleplay-Lora)
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Base GPT4 X Alpaca Roleplay Lora Parameters and Internals

Model Type 
text generation, roleplay instruction
Use Cases 
Areas:
roleplay, chat applications
Applications:
roleplay discord bot, chat generation
Primary Use Cases:
Role-playing as characters with specific attributes
Limitations:
May not perform well in non-roleplay contexts
Considerations:
Requires proper instruction structure.
Additional Notes 
Instructs similarly to Alpaca models with GPT4 enhancements. Use specified transformers commit for better generation.
Training Details 
Data Sources:
GPT4 generated dataset for Roleplay Instruct
Methodology:
LORA Fine-tuning
Input Output 
Input Format:
Instruction format with possible specific data manipulation
Accepted Modalities:
text
Output Format:
Textual roleplay responses
Performance Tips:
Use the specified transformer version for optimal results.
LLM NameBase GPT4 X Alpaca Roleplay Lora
Repository ๐Ÿค—https://huggingface.co/teknium/Base-GPT4-x-Alpaca-Roleplay-Lora 
Required VRAM15.9 GB
Updated2025-09-21
Maintainerteknium
Model Typellama
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Model ArchitectureLlamaForCausalLM
Transformers Version4.27.0.dev0
Vocabulary Size32001
LoRA ModelYes
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than teknium/Base-GPT4-x-Alpaca-Roleplay-Lora.

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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124