Tessera-135M-Gate / experiment.json
yava-code's picture
Publish Tessera-1B-Nano checkpoint
7709bf3 verified
Raw History Blame Contribute Delete
1.49 kB
{
"data": {
"cache_dir": "/vol/.cache/data/tinystories-overfit",
"cache_train_tokens": 1048576,
"dataset": "roneneldan/TinyStories",
"overfit": true,
"revision": "f54c09fd23315a6f9c86f9dc80f725de7d8f9c64",
"sequence_length": 256,
"shuffle_buffer": 2000,
"subset": null,
"text_column": "text",
"train_split": "train",
"train_tokens": 16777216,
"validation_split": "validation",
"validation_tokens": 1048576
},
"model": {
"base_model": "HuggingFaceTB/SmolLM2-135M",
"chunk_size": 4,
"codebook_size": 64,
"concept_layers": 2,
"dtype": "bfloat16",
"insert_layer": 1,
"ncp_target": "continuous",
"ncp_weight": 1.0,
"revision": "93efa2f097d58c2a74874c7e644dbc9b0cee75a2",
"segments": 9,
"vq_weight": 1.0
},
"optim": {
"beta1": 0.9,
"beta2": 0.95,
"eps": 1e-08,
"grad_accum_steps": 4,
"learning_rate": 3e-05,
"max_grad_norm": 1.0,
"micro_batch_size": 4,
"min_lr_ratio": 0.1,
"warmup_ratio": 0.01,
"weight_decay": 0.1
},
"run": {
"mode": "ncp",
"name": "tinystories-overfit",
"output_dir": "/vol/runs/tinystories-overfit",
"resume": true,
"seed": 17
},
"train": {
"compile": false,
"cost_overhead": 1.15,
"eval_batches": 16,
"eval_every_tokens": 4194304,
"gpu_hourly_usd": 0.8,
"log_every_steps": 10,
"max_wall_time_minutes": 180,
"run_budget_usd": 6.0,
"save_every_tokens": 8388608
}
}