Upstage Llama 30B Instruct 2048 GGML by TheBloke

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Upstage Llama 30B Instruct 2048 GGML Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Upstage Llama 30B Instruct 2048 GGML (TheBloke/upstage-llama-30b-instruct-2048-GGML)
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Upstage Llama 30B Instruct 2048 GGML Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, instruction following
Applications:
storytelling
Primary Use Cases:
instruction following, text generation
Limitations:
not suitable for commercial use without access
Supported Languages 
English (Fluent)
Training Details 
Data Sources:
openbookqa, sciq, Open-Orca/OpenOrca, metaeval/ScienceQA_text_only, GAIR/lima
Context Length:
2048
Hardware Used:
A100 GPU
Model Architecture:
LLaMA based
Input Output 
Input Format:
Textual
Accepted Modalities:
text
Output Format:
Textual
Performance Tips:
Offload layers to GPU to reduce RAM usage
Release Notes 
Version:
v1
Notes:
Initial release
LLM NameUpstage Llama 30B Instruct 2048 GGML
Repository ๐Ÿค—https://huggingface.co/TheBloke/upstage-llama-30b-instruct-2048-GGML 
Model Size30b
Required VRAM13.7 GB
Updated2025-08-18
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  13.7 GB   17.3 GB   15.7 GB   14.1 GB   18.3 GB   20.3 GB   19.6 GB   18.4 GB   22.4 GB   24.4 GB   23.0 GB   22.4 GB   26.7 GB   34.6 GB
Supported Languagesen
GGML QuantizationYes
Quantization Typeggml
Model ArchitectureAutoModel
Licenseother

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/upstage-llama-30b-instruct-2048-GGML.

Rank the Upstage Llama 30B Instruct 2048 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