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Airoboros 65B Gpt4 1.4.1 PI 8192 Peft by ycros

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  Adapter Dataset:jondurbin/airoboros-gp...   Finetuned   Lora   Region:us
Model Card on HF 🤗: https://huggingface.co/ycros/airoboros-65b-gpt4-1.4.1-PI-8192-peft 

Airoboros 65B Gpt4 1.4.1 PI 8192 Peft Benchmarks

LLME Score: 0.09281
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Airoboros 65B Gpt4 1.4.1 PI 8192 Peft (ycros/airoboros-65b-gpt4-1.4.1-PI-8192-peft)
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Airoboros 65B Gpt4 1.4.1 PI 8192 Peft Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research
Limitations:
Cannot be used commercially
Training Details 
Data Sources:
airoboros-gpt4-1.4.1
Methodology:
qlora fine-tuning with synthetic data from GPT-4
Model Architecture:
RoPE Scaled QLoRA Finetune
Input Output 
Input Format:
Chat format involving a user and assistant style.
Accepted Modalities:
text
Output Format:
Text output following the assistant style.
LLM NameAiroboros 65B Gpt4 1.4.1 PI 8192 Peft
Repository 🤗https://huggingface.co/ycros/airoboros-65b-gpt4-1.4.1-PI-8192-peft 
Model Size65b
Required VRAM1.6 GB
Updated2025-09-23
Maintainerycros
Model Files  1.6 GB
Model ArchitectureAdapter
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Moduleso_proj|q_proj|v_proj|k_proj|gate_proj|up_proj|down_proj
LoRA Alpha16
LoRA Dropout0.05
R Param64

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Rank the Airoboros 65B Gpt4 1.4.1 PI 8192 Peft 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 v20241124
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