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Browse files- config.json +59 -0
config.json
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{
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"model_type": "horizon_causal_dit",
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"version": "1.0.0",
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"architecture": {
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"type": "ConditionalDiT1D",
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"d_model": 768,
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"n_blocks": 16,
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"n_heads": 12,
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"d_in": 5,
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"T": 63,
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"dropout": 0.0,
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"mlp_ratio": 4.0,
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"d_c_vec_raw": 17,
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"n_event_types": 8,
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"L_max": 8,
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"d_nl": 384,
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"nl_bottleneck_dim": 256,
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"n_nl_tokens": 4,
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"total_params": 172376579
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},
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"training": {
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"steps": 200000,
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"batch_size": 128,
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"grad_accumulation": 2,
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"effective_batch": 256,
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"learning_rate": 3e-4,
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"warmup_steps": 5000,
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"optimizer": "AdamW",
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"weight_decay": 0.01,
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"precision": "bf16",
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"sigma_data": 0.9904,
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"final_loss": 0.06
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},
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"data": {
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"n_symbols": 50,
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"n_headlines": 1054286,
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"n_macro_series": 48,
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"n_training_windows": 317650,
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"window_size": 63,
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"date_range": "2000-01-04 to 2026-05-04"
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},
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"causal": {
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"graph_nodes": 14,
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"graph_edges": 18,
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"guidance_scale_default": 2.0,
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"inversion_steps": 100,
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"sampling_steps": 15,
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"sigma_max": 2.0,
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"calibrated": true
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},
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"benchmark": {
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"world_properties": "5/5 PASS",
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"causal_validity": "3/3 PASS",
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"natural_experiments": "42/42 RBI events direction match",
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"calibration_error_rate_cut": "2.4%",
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"counterfactual_coherence": 0.975,
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"pearl_level": 3
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}
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}
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