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Airoboros DPO 110B 3.3 by jondurbin

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  Autotrain compatible   Conversational Dataset:allenai/ultrafeedback ... Dataset:argilla/distilabel-int... Dataset:bluemoon-fandom-1-1-rp...   Dataset:boolq Dataset:glaiveai/glaive-functi... Dataset:grimulkan/limarp-augme... Dataset:jondurbin/airoboros-3.... Dataset:jondurbin/cinematika-v... Dataset:jondurbin/contextual-d... Dataset:jondurbin/gutenberg-dp...   Dataset:jondurbin/py-dpo-v0.1 Dataset:jondurbin/truthy-dpo-v...   Dataset:ldjnr/capybara   Dataset:lmsys/lmsys-chat-1m Dataset:mattpscott/airoboros-s...   Dataset:piqa Dataset:unalignment/toxic-dpo-... Dataset:vezora/tested-22k-pyth...   Endpoints compatible   Qwen2   Region:us   Safetensors   Sharded   Tensorflow

Airoboros DPO 110B 3.3 Benchmarks

LLME Score: 0.22011
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Airoboros DPO 110B 3.3 Parameters and Internals

LLM NameAiroboros DPO 110B 3.3
Repository 🤗https://huggingface.co/jondurbin/airoboros-dpo-110b-3.3 
Model Size110b
Required VRAM158.3 GB
Updated2024-09-07
Maintainerjondurbin
Model Typeqwen2
Model Files  3.6 GB: 1-of-62   3.5 GB: 2-of-62   3.8 GB: 3-of-62   3.5 GB: 4-of-62   3.5 GB: 5-of-62   3.8 GB: 6-of-62   3.5 GB: 7-of-62   3.5 GB: 8-of-62   3.8 GB: 9-of-62   3.5 GB: 10-of-62   3.5 GB: 11-of-62   3.8 GB: 12-of-62   3.5 GB: 13-of-62   3.5 GB: 14-of-62   3.8 GB: 15-of-62   3.5 GB: 16-of-62   3.5 GB: 17-of-62   3.8 GB: 18-of-62   3.5 GB: 19-of-62   3.5 GB: 20-of-62   3.8 GB: 21-of-62   3.5 GB: 22-of-62   3.5 GB: 23-of-62   3.8 GB: 24-of-62   3.5 GB: 25-of-62   3.5 GB: 26-of-62   3.8 GB: 27-of-62   3.5 GB: 28-of-62   3.5 GB: 29-of-62   3.8 GB: 30-of-62   3.5 GB: 31-of-62   3.5 GB: 32-of-62   3.8 GB: 33-of-62   3.5 GB: 34-of-62   3.5 GB: 35-of-62   3.8 GB: 36-of-62   3.5 GB: 37-of-62   3.5 GB: 38-of-62   3.8 GB: 39-of-62   3.5 GB: 40-of-62   3.5 GB: 41-of-62   3.8 GB: 42-of-62   3.5 GB: 43-of-62   3.5 GB: 44-of-62
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.40.1
Vocabulary Size152064
Torch Data Typebfloat16
Airoboros DPO 110B 3.3 (jondurbin/airoboros-dpo-110b-3.3)

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Qwen1.5 110B Chat32K / 158.3 GB12242121
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Airoboros 110B 3.332K / 158.3 GB52
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...n1.5 110B Chat 3.25bpw H6 EXL232K / 47.7 GB51
Note: green Score (e.g. "73.2") means that the model is better than jondurbin/airoboros-dpo-110b-3.3.

Rank the Airoboros DPO 110B 3.3 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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Release v2024072803
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