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Airoboros 7B Gpt4 1.4.1 Qlora by jondurbin

 »  All LLMs  »  jondurbin  »  Airoboros 7B Gpt4 1.4.1 Qlora   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-7b-gpt4-1.4.1-qlora 

Airoboros 7B Gpt4 1.4.1 Qlora Benchmarks

ARC: 52.73 vs 96.7 (so35)-45.5%
HellaSwag: 77.89 vs 95.3 (gpt4)-18.3%
MMLU: 38.77 vs 88.3 (so35)-56.1%
TruthfulQA: 36.07 vs 59 (gpt4)-38.9%
WinoGrande: 70.32 vs 87.5 (gpt4)-19.6%
GSM8K: 2.27 vs 96.4 (so35)-97.6%
LLME Score: 0.14168
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Airoboros 7B Gpt4 1.4.1 Qlora (jondurbin/airoboros-7b-gpt4-1.4.1-qlora)
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Airoboros 7B Gpt4 1.4.1 Qlora Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research use
Considerations:
The model should not be used for commercial purposes due to licensing constraints.
Additional Notes 
The model features examples such as multi-character conversations, coding in multiple languages, jokes, riddles, and word games.
Training Details 
Data Sources:
jondurbin/airoboros-gpt4-1.4.1, mike-ravkine/rosettacode-parsed, synthetic training data created by GPT-4
Methodology:
QLoRA fine-tuning using synthetic data created by GPT-4
Hardware Used:
FastChat
Input Output 
Input Format:
Preamble/system prompt format with user input
Accepted Modalities:
text
Output Format:
Textual responses
Performance Tips:
Use FastChat with the vicuna_v1.1 template for best results.
LLM NameAiroboros 7B Gpt4 1.4.1 Qlora
Repository 🤗https://huggingface.co/jondurbin/airoboros-7b-gpt4-1.4.1-qlora 
Model Size7b
Required VRAM13.5 GB
Updated2025-09-23
Maintainerjondurbin
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length2048
Model Max Length2048
Transformers Version4.30.2
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-7b-gpt4-1.4.1-qlora.

Rank the Airoboros 7B Gpt4 1.4.1 Qlora 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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