StableBeluga2 70B GGML by TheBloke

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  Arxiv:2306.02707   Arxiv:2307.09288 Base model:finetune:stabilitya... Base model:stabilityai/stableb... Dataset:conceptofmind/cot subm... Dataset:conceptofmind/flan2021... Dataset:conceptofmind/niv2 sub... Dataset:conceptofmind/t0 submi...   En   Ggml   Llama   Quantized   Region:us

StableBeluga2 70B GGML Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
StableBeluga2 70B GGML (TheBloke/StableBeluga2-70B-GGML)
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StableBeluga2 70B GGML Parameters and Internals

Model Type 
text generation
Use Cases 
Primary Use Cases:
Chatbot assistance, Text generation
Limitations:
Potential to produce inaccurate, biased or objectionable responses.
Considerations:
Developers should perform safety testing.
Additional Notes 
Stable Beluga 2 should be used with Orca-style prompt format.
Supported Languages 
English (Proficient)
Training Details 
Methodology:
Supervised fine-tuning
Model Architecture:
Llama2 70B
LLM NameStableBeluga2 70B GGML
Repository ๐Ÿค—https://huggingface.co/TheBloke/StableBeluga2-70B-GGML 
Model NameStableBeluga2
Model CreatorStability AI
Base Model(s)  StableBeluga2   stabilityai/StableBeluga2
Model Size70b
Required VRAM28.6 GB
Updated2025-08-23
MaintainerTheBloke
Model Typellama
Model Files  28.6 GB   36.1 GB   33.0 GB   29.7 GB   38.9 GB   43.2 GB   41.4 GB   38.9 GB   47.5 GB   48.8 GB   47.5 GB
Supported Languagesen
GGML QuantizationYes
Quantization Typeggml
Model ArchitectureAutoModel
Licensellama2

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/StableBeluga2-70B-GGML.

Rank the StableBeluga2 70B GGML 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124