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d5bb279
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1 Parent(s): f471566

Update tiny models for PatchTSMixerForRegression

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Files changed (2) hide show
  1. config.json +57 -0
  2. model.safetensors +3 -0
config.json ADDED
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+ {
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+ "architectures": [
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+ "PatchTSMixerForRegression"
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+ ],
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+ "channel_consistent_masking": true,
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+ "context_length": 32,
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+ "d_model": 8,
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+ "distribution_output": "student_t",
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+ "dropout": 0.5,
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+ "dtype": "float32",
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+ "expansion_factor": 2,
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+ "forecast_mask_ratios": [
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+ 1,
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+ 1
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+ ],
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+ "gated_attn": true,
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+ "head_aggregation": null,
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+ "head_dropout": 0.2,
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+ "init_std": 0.02,
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+ "loss": "mse",
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+ "mask_mode": "mask_before_encoder",
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+ "mask_patches": [
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+ 2,
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+ 3
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+ ],
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+ "mask_type": "forecast",
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+ "mask_value": 0,
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+ "masked_loss": false,
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+ "mode": "common_channel",
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+ "model_type": "patchtsmixer",
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+ "norm_eps": 1e-05,
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+ "norm_mlp": "LayerNorm",
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+ "num_forecast_mask_patches": [
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+ 2
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+ ],
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+ "num_input_channels": 3,
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+ "num_layers": 2,
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+ "num_parallel_samples": 100,
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+ "num_patches": 4,
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+ "num_targets": 3,
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+ "out_channels": null,
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+ "output_range": null,
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+ "patch_last": true,
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+ "patch_length": 8,
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+ "patch_stride": 8,
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+ "positional_encoding_type": "sincos",
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+ "prediction_channel_indices": null,
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+ "prediction_length": 16,
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+ "random_mask_ratio": 0.5,
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+ "scaling": "std",
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+ "self_attn": false,
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+ "self_attn_heads": 1,
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+ "swin_hier": 0,
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+ "transformers_version": "5.16.0.dev0",
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+ "unmasked_channel_indices": null,
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+ "use_positional_encoding": false
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+ }
model.safetensors ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:cb7882ede4335e1d6fe54a0b0f9803320b88281345b5189ccb14bb7a32c1e77e
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+ size 11972