Stablecode Instruct Alpha 3B GGML by TheBloke

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  Arxiv:2104.09864 Base model:finetune:stabilitya... Base model:stabilityai/stablec...   Code   Codegen   Ggml   Gpt-neox   Instruct   Model-index   Quantized   Region:us

Stablecode Instruct Alpha 3B GGML Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Stablecode Instruct Alpha 3B GGML (TheBloke/stablecode-instruct-alpha-3b-GGML)

Stablecode Instruct Alpha 3B GGML Parameters and Internals

Model Type 
instruction-tuned, decoder-only
Use Cases 
Primary Use Cases:
Code generation and completion.
Limitations:
It is not intended to create unlawful content, further unlawful activity, or engage in risky activities.
Considerations:
Recommended usage with HuggingFace VSCode extension.
Additional Notes 
The model is a 3 billion parameter model tailored for code generation based on diverse languages.
Supported Languages 
Code (High)
Training Details 
Data Sources:
Code instruction datasets formatted in Alpaca format
Context Length:
4096
Model Architecture:
Transformer decoder architecture with parallel attention and MLP residuals, using Rotary Position Embeddings and LayerNorm bias terms only.
LLM NameStablecode Instruct Alpha 3B GGML
Repository ๐Ÿค—https://huggingface.co/TheBloke/stablecode-instruct-alpha-3b-GGML 
Model CreatorStabilityAI
Base Model(s)  Stablecode Instruct Alpha 3B   stabilityai/stablecode-instruct-alpha-3b
Model Size3b
Required VRAM1.6 GB
Updated2024-12-22
MaintainerTheBloke
Model Typegpt-neox
Instruction-BasedYes
Model Files  1.6 GB   1.7 GB   1.9 GB   2.1 GB   3.0 GB
Supported Languagescode
GGML QuantizationYes
Quantization Typeggml
Generates CodeYes
Model ArchitectureAutoModel
Licenseother

Rank the Stablecode Instruct Alpha 3B 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 v20241217