Hugging Face's logo

autogluon
/
chronos-bolt-small

Time Series Forecasting
Safetensors
t5
time series
forecasting
pretrained models
foundation models
time series foundation models
time-series
Model card Files Community
chronos-bolt-small
File size: 1,121 Bytes 
93aa0c0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
 
{
  "_name_or_path": "autogluon/chronos-bolt-small",
  "architectures": [
    "ChronosBoltModelForForecasting"
  ],
  "chronos_config": {
    "context_length": 2048,
    "input_patch_size": 16,
    "input_patch_stride": 16,
    "prediction_length": 64,
    "quantiles": [
      0.1,
      0.2,
      0.3,
      0.4,
      0.5,
      0.6,
      0.7,
      0.8,
      0.9
    ],
    "use_reg_token": true
  },
  "chronos_pipeline_class": "ChronosBoltPipeline",
  "classifier_dropout": 0.0,
  "d_ff": 2048,
  "d_kv": 64,
  "d_model": 512,
  "decoder_start_token_id": 0,
  "dense_act_fn": "relu",
  "dropout_rate": 0.1,
  "eos_token_id": 1,
  "feed_forward_proj": "relu",
  "initializer_factor": 0.05,
  "is_encoder_decoder": true,
  "is_gated_act": false,
  "layer_norm_epsilon": 1e-06,
  "model_type": "t5",
  "n_positions": 512,
  "num_decoder_layers": 6,
  "num_heads": 8,
  "num_layers": 6,
  "pad_token_id": 0,
  "reg_token_id": 1,
  "relative_attention_max_distance": 128,
  "relative_attention_num_buckets": 32,
  "torch_dtype": "float32",
  "transformers_version": "4.39.3",
  "use_cache": true,
  "vocab_size": 2
}