syssec-utd/pylingual-shared-mlm-v1

Universal (all-version) PyLingual mlm backbone for the shared-backbone + per-version LoRA study, trained on Python 3.6-3.14 with 3.15 held out. last-checkpoint/ holds the latest resumable Trainer checkpoint while training runs; the repo root holds the final model.

• Data: syssec-utd/pylingual-shared-encoded-v1 universal/segmentation at revision 0f70ef5ada329b652a6cd67502244db733f98109 (50000 source files, 1540697 encoded rows, tokenizer.json sha256 61c4f9cd711448c6f71db41e93b6cbbe9fc3d0c994f3d427b0faecfd02e954df)
• Initialization: None
• 2 epochs, global batch 28 (28 x 1 accumulation x 1 GPU), learning rate 5e-05, weight decay 0, FP32, seed 20261020
• Code: https://github.com/quinntyx/pylingual branch feat-shared-backbone-lora, commit cb0c7b9fa5810ed5c1c09c1fe7a17c0a1eaf5606

run/provenance.json records every training argument and the full data manifest.