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Airoboros 65B Gpt4 2.0 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-gpt4-2.0 

Airoboros 65B Gpt4 2.0 Benchmarks

ARC: 66.81 vs 96.7 (so35)-30.9%
HellaSwag: 86.66 vs 95.3 (gpt4)-9.1%
MMLU: 63.41 vs 88.3 (so35)-28.2%
TruthfulQA: 49.17 vs 59 (gpt4)-16.7%
WinoGrande: 80.27 vs 87.5 (gpt4)-8.3%
GSM8K: 20.55 vs 96.4 (so35)-78.7%
LLME Score: 0.13043
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 2.0 Parameters and Internals

Model Type 
instruction fine-tuned, text generation
Additional Notes 
The model is trained on datasets generated by OpenAI API calls to GPT-4 via Airoboros.
Training Details 
Data Sources:
jondurbin/airoboros-gpt4-m2.0
Methodology:
instruction fine-tuning with synthetic instructions
Input Output 
Input Format:
A chat format where the user's input is followed by 'USER: ' and the assistant's response by 'ASSISTANT: '.
Accepted Modalities:
text
Output Format:
text response based on user's input
Performance Tips:
Closed-context prompts can reduce hallucinations, and explicit delimiters help the model understand context associations.
LLM NameAiroboros 65B Gpt4 2.0
Repository 🤗https://huggingface.co/jondurbin/airoboros-65b-gpt4-2.0 
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 Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16
Airoboros 65B Gpt4 2.0 (jondurbin/airoboros-65b-gpt4-2.0)

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VRAM
Airoboros 65B GPT4 2.0 GPTQ31233 GB
Airoboros 65B GPT4 2.0 GGML2827 GB

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Note: green Score (e.g. "73.2") means that the model is better than jondurbin/airoboros-65b-gpt4-2.0.

Rank the Airoboros 65B Gpt4 2.0 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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