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Airoboros 65B Gpt4 1.3 by jondurbin

 »  All LLMs  »  jondurbin  »  Airoboros 65B Gpt4 1.3   URL Share it on

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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-gpt4-1.3 

Airoboros 65B Gpt4 1.3 Benchmarks

ARC: 66.13 vs 96.7 (so35)-31.6%
HellaSwag: 85.99 vs 95.3 (gpt4)-9.8%
MMLU: 63.89 vs 88.3 (so35)-27.6%
TruthfulQA: 51.32 vs 59 (gpt4)-13%
WinoGrande: 79.95 vs 87.5 (gpt4)-8.6%
GSM8K: 13.65 vs 96.4 (so35)-85.8%
LLME Score: 0.12507
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 1.3 (jondurbin/airoboros-65b-gpt4-1.3)
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Airoboros 65B Gpt4 1.3 Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research
Limitations:
Cannot be used commercially
Additional Notes 
This version 1.3 of the model has issues and a new release, version 1.4, is anticipated.
Training Details 
Data Sources:
Synthetic data created with OpenAI GPT-4 via Airoboros.
Methodology:
Fine-tuned with a fork of qlora, using a slightly modified vicuna template. Utilized a special training method involving synthetic generation and QLoRA fine-tuning.
Context Length:
2800
Model Architecture:
A 65 billion parameter version of LlaMa using QLoRA for efficient fine-tuning.
Input Output 
Input Format:
A chat format with 'USER: ' followed by input and 'ASSISTANT: ' for responses.
Accepted Modalities:
text
Output Format:
Responses in text format.
LLM NameAiroboros 65B Gpt4 1.3
Repository 🤗https://huggingface.co/jondurbin/airoboros-65b-gpt4-1.3 
Model Size65b
Required VRAM130.4 GB
Updated2025-09-23
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.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than jondurbin/airoboros-65b-gpt4-1.3.

Rank the Airoboros 65B Gpt4 1.3 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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