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Airoboros L2 70B 2.2.1 by jondurbin

 »  All LLMs  »  jondurbin  »  Airoboros L2 70B 2.2.1   URL Share it on

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  Autotrain compatible Dataset:jondurbin/airoboros-2....   Endpoints compatible   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/jondurbin/airoboros-l2-70b-2.2.1 

Airoboros L2 70B 2.2.1 Benchmarks

ARC: 69.71 vs 96.7 (so35)-27.9%
HellaSwag: 87.95 vs 95.3 (gpt4)-7.7%
MMLU: 69.79 vs 88.3 (so35)-21%
TruthfulQA: 59.49 vs 59 (gpt4)0.8%
WinoGrande: 82.95 vs 87.5 (gpt4)-5.2%
GSM8K: 44.88 vs 96.4 (so35)-53.4%
LLME Score: 0.13735
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Airoboros L2 70B 2.2.1 (jondurbin/airoboros-l2-70b-2.2.1)
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Airoboros L2 70B 2.2.1 Parameters and Internals

Model Type 
text generation
Additional Notes 
The model focuses heavily on instruction following rather than casual chat or roleplay. Various prompt formats are supported for detailed and contextual responses.
Training Details 
Data Sources:
gpt-4 via OpenAI API
Methodology:
Fine-tuning with mostly synthetic data
Input Output 
Input Format:
Structured for instruction-following with user/assistant format
Accepted Modalities:
text
Output Format:
Generated text responses
Performance Tips:
Use clear delimiters for context to improve performance.
LLM NameAiroboros L2 70B 2.2.1
Repository 🤗https://huggingface.co/jondurbin/airoboros-l2-70b-2.2.1 
Model Size70b
Required VRAM138 GB
Updated2025-09-23
Maintainerjondurbin
Model Typellama
Model Files  9.8 GB: 1-of-15   9.8 GB: 2-of-15   10.0 GB: 3-of-15   9.8 GB: 4-of-15   9.8 GB: 5-of-15   9.8 GB: 6-of-15   10.0 GB: 7-of-15   9.8 GB: 8-of-15   9.8 GB: 9-of-15   9.8 GB: 10-of-15   10.0 GB: 11-of-15   9.8 GB: 12-of-15   9.8 GB: 13-of-15   9.5 GB: 14-of-15   0.5 GB: 15-of-15
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.33.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Airoboros L2 70B 2.2.1

Model
Likes
Downloads
VRAM
Airoboros L2 70B 2.2.1 GGUF720729 GB
Airoboros L2 70B 2.2.1 GPTQ41335 GB
Airoboros L2 70B 2.2.1 AWQ1636 GB

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Note: green Score (e.g. "73.2") means that the model is better than jondurbin/airoboros-l2-70b-2.2.1.

Rank the Airoboros L2 70B 2.2.1 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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