Download training_args.json from risenyard/egms-qa-encoder: direct link, hf CLI and curl.
- Browser
- Download file 1.23 kB
-
https://huggingface.co/risenyard/egms-qa-encoder/resolve/main/training_args.json
- Command line
-
hf download hf://risenyard/egms-qa-encoder/training_args.json
-
curl -L -o training_args.json https://huggingface.co/risenyard/egms-qa-encoder/resolve/main/training_args.json
1.23 kB
| { | |
| "schema_version": "egms-qa-encoder-training-1.0", | |
| "data": { | |
| "model_input_steps": 294, | |
| "tile_size_m": 7000.0, | |
| "minimum_points_per_tile": 200, | |
| "maximum_points_per_tile": 4096, | |
| "split_seed": 1729 | |
| }, | |
| "masking": { | |
| "strategy": "synchronized_block", | |
| "train_ratio": 0.3, | |
| "evaluation_ratio": 0.3, | |
| "schedule": "fixed" | |
| }, | |
| "point_sampling": { | |
| "method": "residual_weighted", | |
| "residual_sampling_alpha": 0.75 | |
| }, | |
| "loss": { | |
| "residual_loss_weight": 1.0, | |
| "residual_consistency_weight": 0.1 | |
| }, | |
| "optimization": { | |
| "optimizer": "AdamW", | |
| "maximum_steps": 150000, | |
| "tiles_per_batch": 8, | |
| "learning_rate": 0.0004, | |
| "minimum_learning_rate": 0.00003, | |
| "residual_head_learning_rate": 0.0001, | |
| "scheduler": "cosine", | |
| "scheduler_total_steps": 150000, | |
| "warmup_steps": 1000, | |
| "weight_decay": 0.01, | |
| "precision": "bf16", | |
| "seed": 42 | |
| }, | |
| "validation": { | |
| "batches": 16, | |
| "interval_steps": 1000, | |
| "seed": 1729 | |
| }, | |
| "checkpointing": { | |
| "interval_steps": 5000, | |
| "log_interval_steps": 200, | |
| "rolling_window_steps": 1000 | |
| }, | |
| "checkpoint_selection": { | |
| "selected_step": 147000, | |
| "best_validation_loss": 0.592400277150065 | |
| } | |
| } | |