{
 "ngpus": 8,
 "tokens": 50257,
 "training": {
  "batch_size": 512,
  "accum": 2,
  "n_iters": 1300001,
  "snapshot_freq": 50000,
  "log_freq": 50,
  "eval_freq": 100,
  "snapshot_freq_for_preemption": 10000,
  "weight": "standard",
  "snapshot_sampling": true,
  "ema": 0.9999
 },
 "data": {
  "train": "openwebtext",
  "valid": "wikitext103",
  "cache_dir": "data"
 },
 "graph": {
  "type": "absorb"
 },
 "noise": {
  "type": "loglinear",
  "sigma_min": 0.0001,
  "sigma_max": 20
 },
 "sampling": {
  "predictor": "euler",
  "steps": 128,
  "noise_removal": true
 },
 "eval": {
  "batch_size": 512,
  "perplexity": true,
  "perplexity_batch_size": 32
 },
 "optim": {
  "weight_decay": 0,
  "optimizer": "AdamW",
  "lr": 0.0003,
  "beta1": 0.9,
  "beta2": 0.999,
  "eps": 1e-08,
  "warmup": 2500,
  "grad_clip": 1.0
 },
 "model": {
  "name": "medium",
  "type": "ddit",
  "hidden_size": 1024,
  "cond_dim": 128,
  "length": 1024,
  "n_blocks": 24,
  "n_heads": 16,
  "scale_by_sigma": true,
  "dropout": 0.1
 },
 "work_dir": "absorb_medium"
}