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Granite 3B 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   Endpoints compatible   Gguf   Granite   Ibm-granite-code   Instruct   Model-index   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/SanctumAI/granite-3b-code-instruct-GGUF 

Granite 3B Code Instruct GGUF Benchmarks

LLME Score: 0.25574
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Granite 3B Code Instruct GGUF (SanctumAI/granite-3b-code-instruct-GGUF)

Granite 3B Code Instruct GGUF Parameters and Internals

Model Type 
text-generation
Additional Notes 
The model was fine-tuned on a combination of permissively licensed instruction data to enhance instruction following capabilities, including logical reasoning and problem-solving skills.
LLM NameGranite 3B Code Instruct GGUF
Repository 🤗https://huggingface.co/SanctumAI/granite-3b-code-instruct-GGUF 
Base Model(s)  Granite 3B Code Base   ibm-granite/granite-3b-code-base
Model Size3b
Required VRAM1.3 GB
Updated2024-12-22
MaintainerSanctumAI
Model Typeibm-granite-code
Instruction-BasedYes
Model Files  1.3 GB   1.9 GB   1.7 GB   1.6 GB   2.0 GB   2.2 GB   2.1 GB   2.1 GB   2.0 GB   2.4 GB   2.6 GB   2.5 GB   2.5 GB   2.4 GB   2.9 GB   3.7 GB   7.0 GB
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Licenseapache-2.0

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Note: green Score (e.g. "73.2") means that the model is better than SanctumAI/granite-3b-code-instruct-GGUF.

Rank the Granite 3B Code Instruct GGUF 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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