Starcoder GGML by TheBloke

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  Arxiv:1911.02150   Arxiv:2205.14135   Arxiv:2207.14255   Arxiv:2305.06161   Code Dataset:bigcode/the-stack-dedu...   Ggml   Model-index   Quantized   Region:us   Starcoder
Model Card on HF ๐Ÿค—: https://huggingface.co/TheBloke/starcoder-GGML 

Starcoder GGML Benchmarks

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

Model Type 
text-generation
Training Details 
Data Sources:
The Stack (v1.2)
Data Volume:
1 trillion tokens
Methodology:
Fill-in-the-Middle objective
Context Length:
8192
Training Time:
24 days
Hardware Used:
512 Tesla A100 GPUs
Model Architecture:
GPT-2 model with multi-query attention
LLM NameStarcoder GGML
Repository ๐Ÿค—https://huggingface.co/TheBloke/starcoder-GGML 
Required VRAM10.7 GB
Updated2025-10-27
MaintainerTheBloke
Model Typestarcoder
Model Files  10.7 GB   11.9 GB   13.1 GB   14.3 GB   20.1 GB
GGML QuantizationYes
Quantization Typeggml
Model ArchitectureAutoModel
Licensebigcode-openrail-m

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

Rank the Starcoder GGML Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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