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StableBeluga2 by petals-team

 »  All LLMs  »  petals-team  »  StableBeluga2   URL Share it on

  782408   
  Arxiv:2306.02707   Arxiv:2307.09288   Autotrain compatible Dataset:conceptofmind/cot subm... Dataset:conceptofmind/flan2021... Dataset:conceptofmind/niv2 sub... Dataset:conceptofmind/t0 submi...   En   Endpoints compatible   Llama   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/petals-team/StableBeluga2 

StableBeluga2 Benchmarks

LLME Score: 0.22689
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
StableBeluga2 (petals-team/StableBeluga2)

StableBeluga2 Parameters and Internals

Model Type 
auto-regressive language model, text-generation
Additional Notes 
The model uses `bfloat16` precision.
Supported Languages 
en (high)
Training Details 
Data Sources:
conceptofmind/cot_submix_original, conceptofmind/flan2021_submix_original, conceptofmind/t0_submix_original, conceptofmind/niv2_submix_original
Methodology:
Fine-tuning on Llama2 70B; supervised fine-tuning with Orca-style dataset
Input Output 
Input Format:
### System: System prompt ### User: Your prompt here ### Assistant:
Accepted Modalities:
text
Output Format:
Text generated based on input.
LLM NameStableBeluga2
Repository 🤗https://huggingface.co/petals-team/StableBeluga2 
Model Size69b
Required VRAM1.7 GB
Updated2024-12-14
Maintainerpetals-team
Model Typellama
Model Files  1.7 GB: 1-of-81   1.7 GB: 2-of-81   1.7 GB: 3-of-81   1.7 GB: 4-of-81   1.7 GB: 5-of-81   1.7 GB: 6-of-81   1.7 GB: 7-of-81   1.7 GB: 8-of-81   1.7 GB: 9-of-81   1.7 GB: 10-of-81   1.7 GB: 11-of-81   1.7 GB: 12-of-81   1.7 GB: 13-of-81   1.7 GB: 14-of-81   1.7 GB: 15-of-81   1.7 GB: 16-of-81   1.7 GB: 17-of-81   1.7 GB: 18-of-81   1.7 GB: 19-of-81   1.7 GB: 20-of-81   1.7 GB: 21-of-81   1.7 GB: 22-of-81   1.7 GB: 23-of-81   1.7 GB: 24-of-81   1.7 GB: 25-of-81   1.7 GB: 26-of-81   1.7 GB: 27-of-81   1.7 GB: 28-of-81   1.7 GB: 29-of-81   1.7 GB: 30-of-81   1.7 GB: 31-of-81   1.7 GB: 32-of-81   1.7 GB: 33-of-81   1.7 GB: 34-of-81   1.7 GB: 35-of-81   1.7 GB: 36-of-81   1.7 GB: 37-of-81   1.7 GB: 38-of-81   1.7 GB: 39-of-81   1.7 GB: 40-of-81   1.7 GB: 41-of-81   1.7 GB: 42-of-81   1.7 GB: 43-of-81
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.32.0.dev0
Vocabulary Size32000
Torch Data Typebfloat16

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Rank the StableBeluga2 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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Release v20241124
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