Sovereign AI for Government DevOps: Replication Package
收藏DataCite Commons2026-05-04 更新2026-05-07 收录
下载链接：
https://zenodo.org/doi/10.5281/zenodo.18477695
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资源简介：
Replication package for "Sovereign AI for Government DevOps: Benchmarking Quantized LLMs on Commodity Hardware".
Contains:- Performance benchmark data (latency, throughput, accuracy)- Energy consumption measurements- Cost analysis across utilisation scenarios- Log analysis evaluation results (HDFS, BGL datasets)- Infrastructure-as-Code generation results with failure breakdown- Root cause analysis human evaluation scores- Calibration datasets for imatrix quantization- System prompts, random seeds, and sampling parameters- Python scripts for reproducing paper tables and statistical analysis
Hardware configurations:- Cloud: AWS g5.12xlarge (4× NVIDIA A10G)- Sovereign: MacBook Pro M2 (32GB)
Model: Qwen3-32B (FP16 cloud, Q4_K_M sovereign)
提供机构：
Zenodo
创建时间：
2026-02-04
