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Airoboros 65B Gpt4 1.4 by jondurbin

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  Autotrain compatible Dataset:jondurbin/airoboros-gp...   Endpoints compatible   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/jondurbin/airoboros-65b-gpt4-1.4 

Airoboros 65B Gpt4 1.4 Benchmarks

ARC: 65.53 vs 96.7 (so35)-32.2%
HellaSwag: 85.77 vs 95.3 (gpt4)-10%
MMLU: 61.95 vs 88.3 (so35)-29.8%
TruthfulQA: 52.43 vs 59 (gpt4)-11.1%
WinoGrande: 79.79 vs 87.5 (gpt4)-8.8%
GSM8K: 18.04 vs 96.4 (so35)-81.3%
LLME Score: 0.12531
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Airoboros 65B Gpt4 1.4 Parameters and Internals

Model Type 
multimodal, text generation
Use Cases 
Areas:
Research, Development
Applications:
Chat applications, Coding assistants, Role-based dialogues
Primary Use Cases:
Context obedient question answering, Writing and storytelling, Word games and trivia, Coding tasks
Limitations:
Cannot be used commercially due to licensing restrictions, Closed-context format required for certain tasks
Considerations:
Explicit prompt delimiters required for closed-context tasks to minimize hallucinations.
Additional Notes 
The model's uncensored state means it will not refuse responses based on legality or morality. Usage should comply with licensing terms.
Training Details 
Data Sources:
jondurbin/airoboros-gpt4-1.4
Methodology:
qlora fine-tuning with synthetic data from GPT-4
Input Output 
Input Format:
Vicuna 1.1 style prompt
Accepted Modalities:
text
LLM NameAiroboros 65B Gpt4 1.4
Repository 🤗https://huggingface.co/jondurbin/airoboros-65b-gpt4-1.4 
Model Size65b
Required VRAM130.4 GB
Updated2025-06-09
Maintainerjondurbin
Model Typellama
Model Files  9.9 GB: 1-of-14   9.7 GB: 2-of-14   9.7 GB: 3-of-14   9.7 GB: 4-of-14   9.7 GB: 5-of-14   9.7 GB: 6-of-14   9.7 GB: 7-of-14   9.7 GB: 8-of-14   9.7 GB: 9-of-14   9.7 GB: 10-of-14   9.7 GB: 11-of-14   9.7 GB: 12-of-14   9.7 GB: 13-of-14   4.1 GB: 14-of-14
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length2048
Model Max Length2048
Transformers Version4.28.1
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16
Airoboros 65B Gpt4 1.4 (jondurbin/airoboros-65b-gpt4-1.4)

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Note: green Score (e.g. "73.2") means that the model is better than jondurbin/airoboros-65b-gpt4-1.4.

Rank the Airoboros 65B Gpt4 1.4 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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