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kumo-ts

Add kumo-forecast-1.2.0 missingness model

#5
by neptunel1 - opened
kumo-forecast-1.2.0/best_model.pt ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:c03d8d8291c93680d7509d8da5fa5d9f6fc1a45676369ff2cd8b045e86928573
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+ size 1314457107
kumo-forecast-1.2.0/config_base.json ADDED
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+ {
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+ "model": "MOMENTLFPlusCRS",
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+ "use_crs": true,
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+ "d_model": 1024,
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+ "d_ff": 2816,
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+ "feed_forward_proj": "gated-gelu",
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+ "n_heads": 16,
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+ "enc_layers": 24,
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+ "d_kv": 64,
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+ "dense_act_fn": "gelu_new",
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+ "seq_len": 96,
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+ "pred_len": 24,
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+ "patch_len": 8,
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+ "ablation": "baseline",
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+ "use_adaptive_revin": true,
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+ "use_obs_aware_attn": true,
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+ "use_aux_recon": false,
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+ "use_cross_channel_attn": true,
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+ "cross_channel_n_heads": 8,
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+ "use_missingness_residual_adapter": true,
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+ "missingness_adapter_hidden_ratio": 0.25,
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+ "missingness_adapter_gate": "any",
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+ "target_col": "OT",
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+ "meta": {
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+ "n_channels": 7,
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+ "channels": [
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+ "OT",
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+ "aux_1",
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+ "aux_2",
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+ "aux_3",
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+ "aux_4",
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+ "aux_5",
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+ "aux_6"
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+ ],
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+ "source_union_channels": [
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+ "OT",
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+ "HUFL",
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+ "HULL",
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+ "LUFL",
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+ "LULL",
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+ "MUFL",
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+ "MULL"
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+ ]
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+ }
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+ }