Upload PatchTSMixerForPrediction
Browse files- config.json +48 -0
- generation_config.json +4 -0
- model.safetensors +3 -0
config.json
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{
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"_name_or_path": "ibm/patchtsmixer-etth1-pretrain",
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"architectures": [
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"PatchTSMixerForPrediction"
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],
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"channel_consistent_masking": true,
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"context_length": 512,
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"d_model": 48,
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"distribution_output": "student_t",
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"dropout": 0.5,
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"expansion_factor": 3,
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"gated_attn": true,
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"head_aggregation": "max_pool",
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"head_dropout": 0.5,
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"init_std": 0.02,
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"loss": "nll",
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"mask_type": "random",
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"mask_value": 0,
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"masked_loss": true,
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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": 7,
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"num_layers": 2,
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"num_parallel_samples": 100,
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"num_patches": 32,
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"num_targets": 3,
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"output_range": null,
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"patch_last": true,
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"patch_length": 16,
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"patch_stride": 16,
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"positional_encoding_type": "sincos",
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"post_init": false,
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"prediction_channel_indices": null,
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"prediction_length": 96,
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"random_mask_ratio": 0.5,
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"scaling": true,
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"self_attn": false,
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"self_attn_heads": 1,
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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_positional_encoding": false
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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:daafb2b7ecc39d83631da111cf187b581783eb4a461a271e5120127b918dbbdc
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size 1970240
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