| # Core — exact versions used in the paper experiments | |
| torch==2.11.0 | |
| sentencepiece==0.2.1 | |
| numpy==2.4.2 | |
| # AWS (SageMaker + S3) | |
| boto3==1.42.93 | |
| sagemaker==3.10.0 | |
| # HuggingFace (external datasets and baselines) | |
| datasets>=2.19.0 | |
| transformers>=4.40.0 | |
| peft>=0.10.0 | |
| # Evaluation | |
| scikit-learn>=1.3.0 | |
| # GGUF export (optional, for llama.cpp / Ollama) | |
| # gguf>=0.6.0 | |