Upload PatchTSTForPrediction
Browse files- config.json +53 -0
- generation_config.json +4 -0
- model.safetensors +3 -0
config.json
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{
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"_name_or_path": "namctin/patchtst_etth1_forecast",
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"activation_function": "gelu",
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"architectures": [
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"PatchTSTForPrediction"
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],
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"attention_dropout": 0.0,
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"bias": true,
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"channel_attention": false,
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"channel_consistent_masking": false,
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"context_length": 512,
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"d_model": 128,
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"distribution_output": "student_t",
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"do_mask_input": null,
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"dropout": 0.2,
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"ff_dropout": 0.0,
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"ffn_dim": 512,
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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_input": null,
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"mask_type": "random",
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"mask_value": 0,
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"model_type": "patchtst",
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"norm_eps": 1e-05,
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"norm_type": "batchnorm",
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"num_attention_heads": 16,
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"num_forecast_mask_patches": [
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2
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],
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"num_hidden_layers": 3,
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"num_input_channels": 7,
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"num_parallel_samples": 100,
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"num_targets": 1,
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"output_range": null,
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"patch_length": 12,
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"patch_stride": 12,
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"path_dropout": 0.0,
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"pooling_type": null,
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"positional_dropout": 0.0,
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"positional_encoding_type": "sincos",
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"pre_norm": true,
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"prediction_length": 96,
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"random_mask_ratio": 0.5,
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"scaling": "std",
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"seed_number": null,
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"share_embedding": true,
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"share_projection": true,
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"torch_dtype": "float32",
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"transformers_version": "4.36.0.dev0",
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"unmasked_channel_indices": null,
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"use_cls_token": true
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}
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generation_config.json
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{
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"_from_model_config": true,
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"transformers_version": "4.36.0.dev0"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:c7fca6ed95f1b0c2be80f421f100ad744b0334b598b1fbacd4f5a5e01afdcc4f
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size 2472368
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