Time Series Forecasting
Chronos
Safetensors
t5
time series
forecasting
foundation models
pretrained models
shchuro commited on
Commit
95a9710
·
1 Parent(s): 7502c88

Add model weights and config

Browse files
Files changed (2) hide show
  1. config.json +58 -0
  2. model.safetensors +3 -0
config.json ADDED
@@ -0,0 +1,58 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "Chronos2Model"
4
+ ],
5
+ "chronos_config": {
6
+ "context_length": 8192,
7
+ "input_patch_size": 16,
8
+ "input_patch_stride": 16,
9
+ "max_output_patches": 64,
10
+ "output_patch_size": 16,
11
+ "quantiles": [
12
+ 0.01,
13
+ 0.05,
14
+ 0.1,
15
+ 0.15,
16
+ 0.2,
17
+ 0.25,
18
+ 0.3,
19
+ 0.35,
20
+ 0.4,
21
+ 0.45,
22
+ 0.5,
23
+ 0.55,
24
+ 0.6,
25
+ 0.65,
26
+ 0.7,
27
+ 0.75,
28
+ 0.8,
29
+ 0.85,
30
+ 0.9,
31
+ 0.95,
32
+ 0.99
33
+ ],
34
+ "time_encoding_scale": 8192,
35
+ "use_arcsinh": true,
36
+ "use_reg_token": true
37
+ },
38
+ "chronos_pipeline_class": "Chronos2Pipeline",
39
+ "d_ff": 3072,
40
+ "d_kv": 64,
41
+ "d_model": 768,
42
+ "dense_act_fn": "relu",
43
+ "dropout_rate": 0.1,
44
+ "feed_forward_proj": "relu",
45
+ "initializer_factor": 0.05,
46
+ "is_gated_act": false,
47
+ "layer_norm_epsilon": 1e-06,
48
+ "model_type": "t5",
49
+ "num_heads": 12,
50
+ "num_layers": 12,
51
+ "pad_token_id": 0,
52
+ "reg_token_id": 1,
53
+ "rope_theta": 10000.0,
54
+ "torch_dtype": "float32",
55
+ "transformers_version": "4.49.0",
56
+ "use_cache": true,
57
+ "vocab_size": 2
58
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ddcda3c7508bf2528087723e98a20707cc04b7f370ae275a9fd88078ddba4f42
3
+ size 477930472