yumoto-alpha-18m / config.json
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{
"arch": "cascade-model",
"config": {
"d_model": 512,
"num_layers": 6,
"num_heads": 8,
"head_dim": 64,
"patch_size": 32,
"mlp_expansion": 2,
"d_ff": 1368,
"num_quantiles": 9,
"head_mlp_hidden": 0,
"ffn_swiglu": false,
"embed_skip_mlp": 0,
"embed_mask_token": false,
"no_out_mlp": false,
"context_length": 4096,
"horizon": 64,
"max_patches": 134,
"layer_group_size": 6,
"cpm_c_max": 16,
"cpm_p_max": 0.4,
"residual_mult": 0.75,
"use_variate_roles": true,
"binary_passthrough": true,
"time_window": 64,
"attn_sinks": 0,
"attn_impl": "sdpa",
"use_rope": true,
"rope_base": 10000.0,
"rope_scale": 1.0,
"xpos_scale_base": 512.0,
"yarn": false,
"yarn_alpha": 0.5,
"yarn_beta": 8.0,
"attn_temp": 1.0,
"rope_partial_k": 0,
"rope_learnable": false,
"rope_scale_jitter": 0.0,
"time_mixer": "attention"
},
"quantile_levels": [
0.1,
0.2,
0.3,
0.4,
0.5,
0.6,
0.7,
0.8,
0.9
],
"arm": "fgl0-s0",
"env": {
"torch": "2.11.0+cu128",
"cuda": "12.8",
"gpu": "NVIDIA RTX PRO 6000 Blackwell Server Edition",
"arch": [
"sm_75",
"sm_80",
"sm_86",
"sm_90",
"sm_100",
"sm_120"
],
"batch_size": 64,
"context_length": 4096,
"token_budget": 1429855920,
"channels": 5,
"channel_mode": "mixed",
"obs_loss_weight": 9.0,
"n_targets": 4,
"n_future_cov": 0,
"mix_p": 0.5,
"mixup_p": 0.5,
"mixup_alpha": 1.5,
"mixup_k_max": 3,
"tirex_aug": true,
"aug_freq": false,
"aug_warp": false,
"aug_jitter": false,
"cpm_p_max": 0.4,
"cpm_c_max": 16,
"time_window": 64,
"optimizer": "normuon",
"base_lr": 0.0002,
"normuon_lr": 0.001,
"normuon_momentum": 0.96,
"normuon_beta2": 0.999,
"adam_betas": [
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0.972
],
"lr_schedule": "toto2",
"warmup_fraction": 0.01,
"decay_tail_fraction": 0.0175,
"grad_clip": 7.0,
"mup_base_width": 512,
"toto2_recipe": true,
"gen_children": [
"/home/ubuntu/work/cascade-model/generators/fitproc2m"
],
"gen_weights": null,
"real_root": "data/subnet_ft2",
"real_frac": 1.0,
"tempopfn_repo": null,
"tempopfn_length": 4096,
"tempopfn_split_long": false,
"tempopfn_shards": null,
"shard_unique_points": null,
"init_weights": "results/e19-22m400k/t22m400k-s0/weights.safetensors",
"shards_real_root": null,
"dynsys": null,
"dyn_loss": null,
"tempopfn_frac": 0.0,
"tempopfn_augment": null,
"tempopfn_priors": null,
"tempopfn_drop_priors": null,
"corpus_stats_scope": "synthetic-only"
}
}