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Granite 8B Code Instruct GGUF by SanctumAI

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  Arxiv:2405.04324 Base model:ibm-granite/granite... Base model:quantized:ibm-grani...   Code   Conversational   Dataset:bigcode/commitpackft Dataset:bugdaryan/sql-create-c... Dataset:garage-baind/open-plat... Dataset:glaive-function-callin... Dataset:glaiveai/glaive-code-a...   Dataset:meta-math/metamathqa   Dataset:nvidia/helpsteer   Dataset:tiger-lab/mathinstruct   Gguf   Granite   Ibm-granite-code   Instruct   Model-index   Quantized   Region:us

Granite 8B Code Instruct GGUF Benchmarks

LLME Score: 0.26949
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Granite 8B Code Instruct GGUF Parameters and Internals

Model Type 
text-generation
Additional Notes 
The model was quantized by SanctumAI.
LLM NameGranite 8B Code Instruct GGUF
Repository 🤗https://huggingface.co/SanctumAI/granite-8b-code-instruct-GGUF 
Base Model(s)  Granite 8B Code Base   ibm-granite/granite-8b-code-base
Model Size8b
Required VRAM3.1 GB
Updated2024-11-21
MaintainerSanctumAI
Model Typeibm-granite-code
Instruction-BasedYes
Model Files  3.1 GB   4.3 GB   3.9 GB   3.5 GB   4.6 GB   5.1 GB   4.9 GB   4.9 GB   4.6 GB   5.6 GB   6.1 GB   5.7 GB   5.7 GB   5.6 GB   6.6 GB   8.6 GB   16.1 GB
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Licenseapache-2.0
Granite 8B Code Instruct GGUF (SanctumAI/granite-8b-code-instruct-GGUF)

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Note: green Score (e.g. "73.2") means that the model is better than SanctumAI/granite-8b-code-instruct-GGUF.

Rank the Granite 8B Code Instruct GGUF 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 v20241110
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