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Timestral-209M-CoreAI

Time Series Forecasting
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Timestral-209M-CoreAI
File size: 1,130 Bytes
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{
  "patch_size": 32,
  "d_model": 768,
  "num_heads": 12,
  "mlp_hidden_dim": 2048,
  "block_schedule": [
    "time",
    "time",
    "time",
    "time_variate",
    "time",
    "time",
    "time",
    "time_variate",
    "time",
    "time",
    "time",
    "time_variate",
    "time",
    "time",
    "time",
    "time_variate",
    "time",
    "time",
    "time",
    "time_variate",
    "time",
    "time",
    "time",
    "time_variate"
  ],
  "quantile_knots": [
    0.01,
    0.05,
    0.1,
    0.15,
    0.2,
    0.25,
    0.3,
    0.35,
    0.4,
    0.45,
    0.5,
    0.55,
    0.6,
    0.65,
    0.7,
    0.75,
    0.8,
    0.85,
    0.9,
    0.95,
    0.99
  ],
  "block_size": 32,
  "context_length": 32768,
  "rope_theta": 10000.0,
  "rope_partial_factor": 0.5,
  "norm_eps": 1e-06,
  "attn_bias": false,
  "mlp_bias": false,
  "time_attn_gate": "sdpa_sigmoid",
  "variate_attn_gate": "sdpa_sigmoid",
  "minimum_scale": 1e-06,
  "use_asinh": true,
  "stabilize_with_global": false,
  "covariate_enabled": true,
  "split_context_horizon_attn": true,
  "attend_missing_patches": true,
  "quantile_width_factor": 3.0
}