Instructions to use NX-AI/TiRex-2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- TiRex-2
How to use NX-AI/TiRex-2 with TiRex-2:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
Upload 2 files
#2
by suad0 - opened
- config.json +84 -0
- model.safetensors +3 -0
config.json
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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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0.2,
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0.3,
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0.4,
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0.5,
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0.6,
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0.7,
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0.8,
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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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}
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model.safetensors
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@@ -0,0 +1,3 @@
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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
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