echoself / training_metadata.json
drzo's picture
Training update: run 641, 500 iters, cache_key=ci
a87ef81 verified
Raw History Blame
1.53 kB
{
"checkpoint_id": "ckpt_20261004_024159_4500_46032ab3_9470fbb7",
"created_at": "2026-10-04T02:41:59.488452",
"iteration": 4500,
"epoch": 0,
"train_loss": 0.0,
"val_loss": 0.0008071718423161656,
"learning_rate": 0.000125972,
"model_config": {
"n_layer": 4,
"n_head": 4,
"n_embd": 256,
"vocab_size": 50257,
"block_size": 1024,
"dropout": 0.1,
"bias": true,
"initial_connections": 0.1,
"connection_growth_rate": 0.05,
"max_connections": 1.0,
"reservoir_mode": "off",
"reservoir_units": 256,
"reservoir_spectral_radius": 0.95,
"eos_token_id": 50256
},
"training_config": {
"learning_rate": 0.0002,
"batch_size": 2,
"max_iters": 500,
"warmup_iters": 5000,
"lr_decay_iters": 50000,
"min_lr": 1e-05,
"weight_decay": 0.1,
"grad_clip": 1.0,
"enable_curriculum_learning": true,
"enable_introspection": true
},
"data_config": {
"data_dir": "data/nanecho",
"batch_size": 2,
"block_size": 1024
},
"metrics": {
"val_loss": 0.0008071718423161656,
"connection_ratio": 1.0,
"tokens_processed": 9216000,
"training_speed_iters_per_sec": 0.08316953047345538
},
"tags": [
"phase_adaptive_mastery",
"high_quality",
"nanecho",
"curriculum",
"introspection"
],
"parent_checkpoint": null,
"notes": "Training checkpoint at iteration 4500 (resumed from iteration 4000) | Phase: adaptive_mastery",
"file_size_mb": 277.65883922576904,
"quality_score": 691200.7807336882
}