Time Series Forecasting
TiRex-2
ONNX
Safetensors

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#2
by suad0 - opened
Files changed (2) hide show
  1. config.json +84 -0
  2. model.safetensors +3 -0
config.json ADDED
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+ {
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+ "num_blocks": 12,
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+ "embedding_dim": 512,
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+ "input_patch_size": 32,
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+ "output_patch_size": 32,
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+ "input_ff_dim": 2048,
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+ "h_expand": 4,
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+ "context_len": 2048,
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+ "future_len": 320,
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+ "dropout": 0.1,
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+ "quantiles": [
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+ 0.1,
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+ 0.6,
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+ 0.7,
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+ 0.9
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+ ],
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+ "act_func": "torch.nn.SiLU",
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+ "use_qk_norm": true,
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+ "tokenizer_cfg": {
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+ "input_patch_size": 32,
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+ "output_patch_size": 32,
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+ "input_patch_stride": 32
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+ },
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+ "scaler_cfg": {
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+ "use_arcsinh": true,
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+ "binaryaware": true
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+ },
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+ "stack_out_norm_config": {
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+ "eps": 1e-07
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+ },
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+ "tta_diff": true,
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+ "stack_config": {
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+ "templates": {
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+ "slstm_attn": {
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+ "time_mixer": {
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+ "model_type": "bi-slstm",
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+ "embedding_dim": 512,
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+ "num_heads": 4,
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+ "rnn_backend": "flashrnn-cuda",
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+ "num_slstm_heads": 4
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+ },
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+ "variate_mixer": {
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+ "embedding_dim": 512,
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+ "num_heads": 4
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+ },
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+ "dropout": 0.1,
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+ "eps": 1e-07
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+ },
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+ "mlstm_attn": {
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+ "time_mixer": {
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+ "model_type": "bi-mlstm",
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+ "embedding_dim": 512,
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+ "num_heads": 4,
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+ "rnn_backend": "flashrnn-cuda"
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+ },
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+ "variate_mixer": {
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+ "embedding_dim": 512,
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+ "num_heads": 4
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+ },
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+ "dropout": 0.1,
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+ "eps": 1e-07
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+ }
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+ },
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+ "recipe": [
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+ "mlstm_attn",
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+ "slstm_attn",
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+ "mlstm_attn",
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+ "slstm_attn",
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+ "mlstm_attn",
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+ "slstm_attn",
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+ "mlstm_attn",
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+ "slstm_attn",
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+ "mlstm_attn",
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+ "slstm_attn",
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+ "mlstm_attn",
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+ "slstm_attn"
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+ ]
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+ }
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+ }
model.safetensors ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:17760e4eee4c14e0d8bad8b9d9ce6f5076aaeeb9d956a88b8e95cf1493a1c176
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+ size 330038664