forecastagent-v1.0 / model-config.yaml
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num_blocks: 12
embedding_dim: 512
input_patch_size: 32
output_patch_size: 32
input_ff_dim: 2048
h_expand: 4
context_len: 2048
future_len: 320
dropout: 0.1
quantiles:
- 0.1
- 0.2
- 0.3
- 0.4
- 0.5
- 0.6
- 0.7
- 0.8
- 0.9
act_func: torch.nn.SiLU
use_qk_norm: true
tokenizer_cfg:
input_patch_size: 32
output_patch_size: 32
input_patch_stride: 32
scaler_cfg:
use_arcsinh: true
binaryaware: true
stack_out_norm_config:
eps: 1.0e-07
tta_diff: true
stack_config:
templates:
slstm_attn:
time_mixer:
model_type: bi-slstm
embedding_dim: 512
num_heads: 4
rnn_backend: flashrnn-cuda
num_slstm_heads: 4
variate_mixer:
embedding_dim: 512
num_heads: 4
dropout: 0.1
eps: 1.0e-07
mlstm_attn:
time_mixer:
model_type: bi-mlstm
embedding_dim: 512
num_heads: 4
rnn_backend: flashrnn-cuda
variate_mixer:
embedding_dim: 512
num_heads: 4
dropout: 0.1
eps: 1.0e-07
recipe:
- mlstm_attn
- slstm_attn
- mlstm_attn
- slstm_attn
- mlstm_attn
- slstm_attn
- mlstm_attn
- slstm_attn
- mlstm_attn
- slstm_attn
- mlstm_attn
- slstm_attn