Datasets:
Submit evaluation results for Timestral-209M (part 2)
Browse filesResults of [Timestral-209M](https://huggingface.co/mistralai/Timestral-209M) from Mistral AI, made with `SIZE=209M bash scripts/run_timestral.sh` (GitHub PR: https://github.com/zqiao11/TIME/pull/14).
- results/Timestral-209M/current_velocity/15T/long/metrics.npz +3 -0
- results/Timestral-209M/current_velocity/15T/long/predictions.npz +3 -0
- results/Timestral-209M/current_velocity/15T/medium/config.json +40 -0
- results/Timestral-209M/current_velocity/15T/medium/metrics.npz +3 -0
- results/Timestral-209M/current_velocity/15T/medium/predictions.npz +3 -0
- results/Timestral-209M/current_velocity/15T/short/config.json +40 -0
- results/Timestral-209M/current_velocity/15T/short/metrics.npz +3 -0
- results/Timestral-209M/current_velocity/15T/short/predictions.npz +3 -0
- results/Timestral-209M/current_velocity/20T/long/config.json +40 -0
- results/Timestral-209M/current_velocity/20T/long/metrics.npz +3 -0
- results/Timestral-209M/current_velocity/20T/long/predictions.npz +3 -0
- results/Timestral-209M/current_velocity/20T/medium/config.json +40 -0
- results/Timestral-209M/current_velocity/20T/medium/metrics.npz +3 -0
- results/Timestral-209M/current_velocity/20T/medium/predictions.npz +3 -0
- results/Timestral-209M/current_velocity/20T/short/config.json +40 -0
- results/Timestral-209M/current_velocity/20T/short/metrics.npz +3 -0
- results/Timestral-209M/current_velocity/20T/short/predictions.npz +3 -0
- results/Timestral-209M/current_velocity/5T/long/config.json +40 -0
- results/Timestral-209M/current_velocity/5T/long/metrics.npz +3 -0
- results/Timestral-209M/current_velocity/5T/long/predictions.npz +3 -0
- results/Timestral-209M/current_velocity/5T/medium/config.json +40 -0
- results/Timestral-209M/current_velocity/5T/medium/metrics.npz +3 -0
- results/Timestral-209M/current_velocity/5T/medium/predictions.npz +3 -0
- results/Timestral-209M/current_velocity/5T/short/config.json +40 -0
- results/Timestral-209M/current_velocity/5T/short/metrics.npz +3 -0
- results/Timestral-209M/current_velocity/5T/short/predictions.npz +3 -0
- results/Timestral-209M/current_velocity/H/long/config.json +40 -0
- results/Timestral-209M/current_velocity/H/long/metrics.npz +3 -0
- results/Timestral-209M/current_velocity/H/long/predictions.npz +3 -0
- results/Timestral-209M/current_velocity/H/medium/config.json +40 -0
- results/Timestral-209M/current_velocity/H/medium/metrics.npz +3 -0
- results/Timestral-209M/current_velocity/H/medium/predictions.npz +3 -0
- results/Timestral-209M/current_velocity/H/short/config.json +40 -0
- results/Timestral-209M/current_velocity/H/short/metrics.npz +3 -0
- results/Timestral-209M/current_velocity/H/short/predictions.npz +3 -0
- results/Timestral-209M/epf_electricity_price/H/long/config.json +40 -0
- results/Timestral-209M/epf_electricity_price/H/long/metrics.npz +3 -0
- results/Timestral-209M/epf_electricity_price/H/long/predictions.npz +3 -0
- results/Timestral-209M/epf_electricity_price/H/medium/config.json +40 -0
- results/Timestral-209M/epf_electricity_price/H/medium/metrics.npz +3 -0
- results/Timestral-209M/epf_electricity_price/H/medium/predictions.npz +3 -0
- results/Timestral-209M/epf_electricity_price/H/short/config.json +40 -0
- results/Timestral-209M/epf_electricity_price/H/short/metrics.npz +3 -0
- results/Timestral-209M/epf_electricity_price/H/short/predictions.npz +3 -0
results/Timestral-209M/current_velocity/15T/long/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fc894b40093b0775de30355be34375ef32e4d3edc41654b66a183337ab57393c
|
| 3 |
+
size 10850
|
results/Timestral-209M/current_velocity/15T/long/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e42a047b7cbebe9dd1bab5e57cebf636840ac5867daaf562f9c220728cf91fe2
|
| 3 |
+
size 447875
|
results/Timestral-209M/current_velocity/15T/medium/config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_config": "current_velocity/15T/medium",
|
| 3 |
+
"num_series": 5,
|
| 4 |
+
"num_windows": 15,
|
| 5 |
+
"num_variates": 6,
|
| 6 |
+
"prediction_length": 96,
|
| 7 |
+
"num_quantiles": 9,
|
| 8 |
+
"quantile_levels": [
|
| 9 |
+
0.1,
|
| 10 |
+
0.2,
|
| 11 |
+
0.3,
|
| 12 |
+
0.4,
|
| 13 |
+
0.5,
|
| 14 |
+
0.6,
|
| 15 |
+
0.7,
|
| 16 |
+
0.8,
|
| 17 |
+
0.9
|
| 18 |
+
],
|
| 19 |
+
"freq": "15T",
|
| 20 |
+
"seasonality": 96,
|
| 21 |
+
"context_length": 17857,
|
| 22 |
+
"metric_names": [
|
| 23 |
+
"MSE",
|
| 24 |
+
"MAE",
|
| 25 |
+
"RMSE",
|
| 26 |
+
"MAPE",
|
| 27 |
+
"sMAPE",
|
| 28 |
+
"MASE",
|
| 29 |
+
"ND",
|
| 30 |
+
"CRPS"
|
| 31 |
+
],
|
| 32 |
+
"prediction_scale_factor": 1.0,
|
| 33 |
+
"model": "Timestral-209M",
|
| 34 |
+
"model_id": "mistralai/Timestral-209M",
|
| 35 |
+
"max_context": 32768,
|
| 36 |
+
"per_shot_horizon_patches": 32,
|
| 37 |
+
"symmetric_averaging": true,
|
| 38 |
+
"clip_nonnegative": true,
|
| 39 |
+
"to_univariate": false
|
| 40 |
+
}
|
results/Timestral-209M/current_velocity/15T/medium/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d63c116d8e78fb3658991fb22d30e7a0422993bbe28833a70ccf45a566172e86
|
| 3 |
+
size 28271
|
results/Timestral-209M/current_velocity/15T/medium/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0f0fb8bda6d72aa7ddf0e14c0625b5450172059cf66983e78131048b974d86b0
|
| 3 |
+
size 470660
|
results/Timestral-209M/current_velocity/15T/short/config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_config": "current_velocity/15T/short",
|
| 3 |
+
"num_series": 5,
|
| 4 |
+
"num_windows": 120,
|
| 5 |
+
"num_variates": 6,
|
| 6 |
+
"prediction_length": 12,
|
| 7 |
+
"num_quantiles": 9,
|
| 8 |
+
"quantile_levels": [
|
| 9 |
+
0.1,
|
| 10 |
+
0.2,
|
| 11 |
+
0.3,
|
| 12 |
+
0.4,
|
| 13 |
+
0.5,
|
| 14 |
+
0.6,
|
| 15 |
+
0.7,
|
| 16 |
+
0.8,
|
| 17 |
+
0.9
|
| 18 |
+
],
|
| 19 |
+
"freq": "15T",
|
| 20 |
+
"seasonality": 96,
|
| 21 |
+
"context_length": 17941,
|
| 22 |
+
"metric_names": [
|
| 23 |
+
"MSE",
|
| 24 |
+
"MAE",
|
| 25 |
+
"RMSE",
|
| 26 |
+
"MAPE",
|
| 27 |
+
"sMAPE",
|
| 28 |
+
"MASE",
|
| 29 |
+
"ND",
|
| 30 |
+
"CRPS"
|
| 31 |
+
],
|
| 32 |
+
"prediction_scale_factor": 1.0,
|
| 33 |
+
"model": "Timestral-209M",
|
| 34 |
+
"model_id": "mistralai/Timestral-209M",
|
| 35 |
+
"max_context": 32768,
|
| 36 |
+
"per_shot_horizon_patches": 32,
|
| 37 |
+
"symmetric_averaging": true,
|
| 38 |
+
"clip_nonnegative": true,
|
| 39 |
+
"to_univariate": false
|
| 40 |
+
}
|
results/Timestral-209M/current_velocity/15T/short/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:82d4fbd3f87d1ced8a21551c9f689e23ff45e7f85aacccbe7d7306b0f612f07a
|
| 3 |
+
size 208690
|
results/Timestral-209M/current_velocity/15T/short/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ae04a9a0f29dc921f658ff1db754b5fddff611aed59d8baba737946064072d66
|
| 3 |
+
size 509070
|
results/Timestral-209M/current_velocity/20T/long/config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_config": "current_velocity/20T/long",
|
| 3 |
+
"num_series": 27,
|
| 4 |
+
"num_windows": 5,
|
| 5 |
+
"num_variates": 6,
|
| 6 |
+
"prediction_length": 216,
|
| 7 |
+
"num_quantiles": 9,
|
| 8 |
+
"quantile_levels": [
|
| 9 |
+
0.1,
|
| 10 |
+
0.2,
|
| 11 |
+
0.3,
|
| 12 |
+
0.4,
|
| 13 |
+
0.5,
|
| 14 |
+
0.6,
|
| 15 |
+
0.7,
|
| 16 |
+
0.8,
|
| 17 |
+
0.9
|
| 18 |
+
],
|
| 19 |
+
"freq": "20T",
|
| 20 |
+
"seasonality": 72,
|
| 21 |
+
"context_length": 16543,
|
| 22 |
+
"metric_names": [
|
| 23 |
+
"MSE",
|
| 24 |
+
"MAE",
|
| 25 |
+
"RMSE",
|
| 26 |
+
"MAPE",
|
| 27 |
+
"sMAPE",
|
| 28 |
+
"MASE",
|
| 29 |
+
"ND",
|
| 30 |
+
"CRPS"
|
| 31 |
+
],
|
| 32 |
+
"prediction_scale_factor": 1.0,
|
| 33 |
+
"model": "Timestral-209M",
|
| 34 |
+
"model_id": "mistralai/Timestral-209M",
|
| 35 |
+
"max_context": 32768,
|
| 36 |
+
"per_shot_horizon_patches": 32,
|
| 37 |
+
"symmetric_averaging": true,
|
| 38 |
+
"clip_nonnegative": true,
|
| 39 |
+
"to_univariate": false
|
| 40 |
+
}
|
results/Timestral-209M/current_velocity/20T/long/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4156199feaff27ed93481817811090cdca5b78dc5f4d325d28f520d29795cfb3
|
| 3 |
+
size 49590
|
results/Timestral-209M/current_velocity/20T/long/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:39b801d608341f9ac992777734704265bba6bac80c9bec1d4574cc9077b03e9d
|
| 3 |
+
size 2038760
|
results/Timestral-209M/current_velocity/20T/medium/config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_config": "current_velocity/20T/medium",
|
| 3 |
+
"num_series": 27,
|
| 4 |
+
"num_windows": 15,
|
| 5 |
+
"num_variates": 6,
|
| 6 |
+
"prediction_length": 72,
|
| 7 |
+
"num_quantiles": 9,
|
| 8 |
+
"quantile_levels": [
|
| 9 |
+
0.1,
|
| 10 |
+
0.2,
|
| 11 |
+
0.3,
|
| 12 |
+
0.4,
|
| 13 |
+
0.5,
|
| 14 |
+
0.6,
|
| 15 |
+
0.7,
|
| 16 |
+
0.8,
|
| 17 |
+
0.9
|
| 18 |
+
],
|
| 19 |
+
"freq": "20T",
|
| 20 |
+
"seasonality": 72,
|
| 21 |
+
"context_length": 16687,
|
| 22 |
+
"metric_names": [
|
| 23 |
+
"MSE",
|
| 24 |
+
"MAE",
|
| 25 |
+
"RMSE",
|
| 26 |
+
"MAPE",
|
| 27 |
+
"sMAPE",
|
| 28 |
+
"MASE",
|
| 29 |
+
"ND",
|
| 30 |
+
"CRPS"
|
| 31 |
+
],
|
| 32 |
+
"prediction_scale_factor": 1.0,
|
| 33 |
+
"model": "Timestral-209M",
|
| 34 |
+
"model_id": "mistralai/Timestral-209M",
|
| 35 |
+
"max_context": 32768,
|
| 36 |
+
"per_shot_horizon_patches": 32,
|
| 37 |
+
"symmetric_averaging": true,
|
| 38 |
+
"clip_nonnegative": true,
|
| 39 |
+
"to_univariate": false
|
| 40 |
+
}
|
results/Timestral-209M/current_velocity/20T/medium/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9958f5e309a63341e92fc42ae0c2c942bbaf9dad10acc67e9ac2adc515d74440
|
| 3 |
+
size 143471
|
results/Timestral-209M/current_velocity/20T/medium/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fa02351011db8fde83bbff369dab22b1fc80b967c9ed59ae6933ca8292b58138
|
| 3 |
+
size 2091395
|
results/Timestral-209M/current_velocity/20T/short/config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_config": "current_velocity/20T/short",
|
| 3 |
+
"num_series": 27,
|
| 4 |
+
"num_windows": 120,
|
| 5 |
+
"num_variates": 6,
|
| 6 |
+
"prediction_length": 9,
|
| 7 |
+
"num_quantiles": 9,
|
| 8 |
+
"quantile_levels": [
|
| 9 |
+
0.1,
|
| 10 |
+
0.2,
|
| 11 |
+
0.3,
|
| 12 |
+
0.4,
|
| 13 |
+
0.5,
|
| 14 |
+
0.6,
|
| 15 |
+
0.7,
|
| 16 |
+
0.8,
|
| 17 |
+
0.9
|
| 18 |
+
],
|
| 19 |
+
"freq": "20T",
|
| 20 |
+
"seasonality": 72,
|
| 21 |
+
"context_length": 16750,
|
| 22 |
+
"metric_names": [
|
| 23 |
+
"MSE",
|
| 24 |
+
"MAE",
|
| 25 |
+
"RMSE",
|
| 26 |
+
"MAPE",
|
| 27 |
+
"sMAPE",
|
| 28 |
+
"MASE",
|
| 29 |
+
"ND",
|
| 30 |
+
"CRPS"
|
| 31 |
+
],
|
| 32 |
+
"prediction_scale_factor": 1.0,
|
| 33 |
+
"model": "Timestral-209M",
|
| 34 |
+
"model_id": "mistralai/Timestral-209M",
|
| 35 |
+
"max_context": 32768,
|
| 36 |
+
"per_shot_horizon_patches": 32,
|
| 37 |
+
"symmetric_averaging": true,
|
| 38 |
+
"clip_nonnegative": true,
|
| 39 |
+
"to_univariate": false
|
| 40 |
+
}
|
results/Timestral-209M/current_velocity/20T/short/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ac81ab7b608d6e8cde0f38e107de24ed79211225b640522d4c65f014a130ce94
|
| 3 |
+
size 1112811
|
results/Timestral-209M/current_velocity/20T/short/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d9944662504185b1673e8fa06ad35119d79fb00b57faab378af4adf371bc8ef2
|
| 3 |
+
size 2215513
|
results/Timestral-209M/current_velocity/5T/long/config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_config": "current_velocity/5T/long",
|
| 3 |
+
"num_series": 1,
|
| 4 |
+
"num_windows": 5,
|
| 5 |
+
"num_variates": 6,
|
| 6 |
+
"prediction_length": 864,
|
| 7 |
+
"num_quantiles": 9,
|
| 8 |
+
"quantile_levels": [
|
| 9 |
+
0.1,
|
| 10 |
+
0.2,
|
| 11 |
+
0.3,
|
| 12 |
+
0.4,
|
| 13 |
+
0.5,
|
| 14 |
+
0.6,
|
| 15 |
+
0.7,
|
| 16 |
+
0.8,
|
| 17 |
+
0.9
|
| 18 |
+
],
|
| 19 |
+
"freq": "5T",
|
| 20 |
+
"seasonality": 288,
|
| 21 |
+
"context_length": 25622,
|
| 22 |
+
"metric_names": [
|
| 23 |
+
"MSE",
|
| 24 |
+
"MAE",
|
| 25 |
+
"RMSE",
|
| 26 |
+
"MAPE",
|
| 27 |
+
"sMAPE",
|
| 28 |
+
"MASE",
|
| 29 |
+
"ND",
|
| 30 |
+
"CRPS"
|
| 31 |
+
],
|
| 32 |
+
"prediction_scale_factor": 1.0,
|
| 33 |
+
"model": "Timestral-209M",
|
| 34 |
+
"model_id": "mistralai/Timestral-209M",
|
| 35 |
+
"max_context": 32768,
|
| 36 |
+
"per_shot_horizon_patches": 32,
|
| 37 |
+
"symmetric_averaging": true,
|
| 38 |
+
"clip_nonnegative": true,
|
| 39 |
+
"to_univariate": false
|
| 40 |
+
}
|
results/Timestral-209M/current_velocity/5T/long/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d47aa0dce869da03eef01c9861ae29b36226759ef74800516d4c5c61cc20df7a
|
| 3 |
+
size 3499
|
results/Timestral-209M/current_velocity/5T/long/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:22fc0c31575b23878f7d68741f05adc056cd121c1d14b363ad9482d0883132dc
|
| 3 |
+
size 230097
|
results/Timestral-209M/current_velocity/5T/medium/config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_config": "current_velocity/5T/medium",
|
| 3 |
+
"num_series": 1,
|
| 4 |
+
"num_windows": 15,
|
| 5 |
+
"num_variates": 6,
|
| 6 |
+
"prediction_length": 288,
|
| 7 |
+
"num_quantiles": 9,
|
| 8 |
+
"quantile_levels": [
|
| 9 |
+
0.1,
|
| 10 |
+
0.2,
|
| 11 |
+
0.3,
|
| 12 |
+
0.4,
|
| 13 |
+
0.5,
|
| 14 |
+
0.6,
|
| 15 |
+
0.7,
|
| 16 |
+
0.8,
|
| 17 |
+
0.9
|
| 18 |
+
],
|
| 19 |
+
"freq": "5T",
|
| 20 |
+
"seasonality": 288,
|
| 21 |
+
"context_length": 26198,
|
| 22 |
+
"metric_names": [
|
| 23 |
+
"MSE",
|
| 24 |
+
"MAE",
|
| 25 |
+
"RMSE",
|
| 26 |
+
"MAPE",
|
| 27 |
+
"sMAPE",
|
| 28 |
+
"MASE",
|
| 29 |
+
"ND",
|
| 30 |
+
"CRPS"
|
| 31 |
+
],
|
| 32 |
+
"prediction_scale_factor": 1.0,
|
| 33 |
+
"model": "Timestral-209M",
|
| 34 |
+
"model_id": "mistralai/Timestral-209M",
|
| 35 |
+
"max_context": 32768,
|
| 36 |
+
"per_shot_horizon_patches": 32,
|
| 37 |
+
"symmetric_averaging": true,
|
| 38 |
+
"clip_nonnegative": true,
|
| 39 |
+
"to_univariate": false
|
| 40 |
+
}
|
results/Timestral-209M/current_velocity/5T/medium/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2c0267a11d2d4e838c99932a2d0d49cfd960524d6f9729272ba06f836129f348
|
| 3 |
+
size 7275
|
results/Timestral-209M/current_velocity/5T/medium/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:147b540a53bbc3a65cb3a78919dda783e51d7514344ba63cc4e5cda453233a8c
|
| 3 |
+
size 234680
|
results/Timestral-209M/current_velocity/5T/short/config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_config": "current_velocity/5T/short",
|
| 3 |
+
"num_series": 1,
|
| 4 |
+
"num_windows": 120,
|
| 5 |
+
"num_variates": 6,
|
| 6 |
+
"prediction_length": 36,
|
| 7 |
+
"num_quantiles": 9,
|
| 8 |
+
"quantile_levels": [
|
| 9 |
+
0.1,
|
| 10 |
+
0.2,
|
| 11 |
+
0.3,
|
| 12 |
+
0.4,
|
| 13 |
+
0.5,
|
| 14 |
+
0.6,
|
| 15 |
+
0.7,
|
| 16 |
+
0.8,
|
| 17 |
+
0.9
|
| 18 |
+
],
|
| 19 |
+
"freq": "5T",
|
| 20 |
+
"seasonality": 288,
|
| 21 |
+
"context_length": 26450,
|
| 22 |
+
"metric_names": [
|
| 23 |
+
"MSE",
|
| 24 |
+
"MAE",
|
| 25 |
+
"RMSE",
|
| 26 |
+
"MAPE",
|
| 27 |
+
"sMAPE",
|
| 28 |
+
"MASE",
|
| 29 |
+
"ND",
|
| 30 |
+
"CRPS"
|
| 31 |
+
],
|
| 32 |
+
"prediction_scale_factor": 1.0,
|
| 33 |
+
"model": "Timestral-209M",
|
| 34 |
+
"model_id": "mistralai/Timestral-209M",
|
| 35 |
+
"max_context": 32768,
|
| 36 |
+
"per_shot_horizon_patches": 32,
|
| 37 |
+
"symmetric_averaging": true,
|
| 38 |
+
"clip_nonnegative": true,
|
| 39 |
+
"to_univariate": false
|
| 40 |
+
}
|
results/Timestral-209M/current_velocity/5T/short/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6b4bb8223bb4f2994884841ca57f2dad8fc3402d93b5b395809e15790c6a531d
|
| 3 |
+
size 43280
|
results/Timestral-209M/current_velocity/5T/short/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4bdfe7203b27b644c720535e2bed6ec035c57219ece9b586d9bf1d6c1d5c8048
|
| 3 |
+
size 253095
|
results/Timestral-209M/current_velocity/H/long/config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_config": "current_velocity/H/long",
|
| 3 |
+
"num_series": 21,
|
| 4 |
+
"num_windows": 2,
|
| 5 |
+
"num_variates": 6,
|
| 6 |
+
"prediction_length": 336,
|
| 7 |
+
"num_quantiles": 9,
|
| 8 |
+
"quantile_levels": [
|
| 9 |
+
0.1,
|
| 10 |
+
0.2,
|
| 11 |
+
0.3,
|
| 12 |
+
0.4,
|
| 13 |
+
0.5,
|
| 14 |
+
0.6,
|
| 15 |
+
0.7,
|
| 16 |
+
0.8,
|
| 17 |
+
0.9
|
| 18 |
+
],
|
| 19 |
+
"freq": "H",
|
| 20 |
+
"seasonality": 24,
|
| 21 |
+
"context_length": 5251,
|
| 22 |
+
"metric_names": [
|
| 23 |
+
"MSE",
|
| 24 |
+
"MAE",
|
| 25 |
+
"RMSE",
|
| 26 |
+
"MAPE",
|
| 27 |
+
"sMAPE",
|
| 28 |
+
"MASE",
|
| 29 |
+
"ND",
|
| 30 |
+
"CRPS"
|
| 31 |
+
],
|
| 32 |
+
"prediction_scale_factor": 1.0,
|
| 33 |
+
"model": "Timestral-209M",
|
| 34 |
+
"model_id": "mistralai/Timestral-209M",
|
| 35 |
+
"max_context": 32768,
|
| 36 |
+
"per_shot_horizon_patches": 32,
|
| 37 |
+
"symmetric_averaging": true,
|
| 38 |
+
"clip_nonnegative": true,
|
| 39 |
+
"to_univariate": false
|
| 40 |
+
}
|
results/Timestral-209M/current_velocity/H/long/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cf7158c3253781741bda498d7dce9b42dc41d2511b59a8560fe615244d6000ae
|
| 3 |
+
size 16913
|
results/Timestral-209M/current_velocity/H/long/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fc1d80026b0406441a603e58a26c7f70a3ee1fdcdd5a1a1ab492211473962ec5
|
| 3 |
+
size 1084414
|
results/Timestral-209M/current_velocity/H/medium/config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_config": "current_velocity/H/medium",
|
| 3 |
+
"num_series": 21,
|
| 4 |
+
"num_windows": 4,
|
| 5 |
+
"num_variates": 6,
|
| 6 |
+
"prediction_length": 168,
|
| 7 |
+
"num_quantiles": 9,
|
| 8 |
+
"quantile_levels": [
|
| 9 |
+
0.1,
|
| 10 |
+
0.2,
|
| 11 |
+
0.3,
|
| 12 |
+
0.4,
|
| 13 |
+
0.5,
|
| 14 |
+
0.6,
|
| 15 |
+
0.7,
|
| 16 |
+
0.8,
|
| 17 |
+
0.9
|
| 18 |
+
],
|
| 19 |
+
"freq": "H",
|
| 20 |
+
"seasonality": 24,
|
| 21 |
+
"context_length": 5419,
|
| 22 |
+
"metric_names": [
|
| 23 |
+
"MSE",
|
| 24 |
+
"MAE",
|
| 25 |
+
"RMSE",
|
| 26 |
+
"MAPE",
|
| 27 |
+
"sMAPE",
|
| 28 |
+
"MASE",
|
| 29 |
+
"ND",
|
| 30 |
+
"CRPS"
|
| 31 |
+
],
|
| 32 |
+
"prediction_scale_factor": 1.0,
|
| 33 |
+
"model": "Timestral-209M",
|
| 34 |
+
"model_id": "mistralai/Timestral-209M",
|
| 35 |
+
"max_context": 32768,
|
| 36 |
+
"per_shot_horizon_patches": 32,
|
| 37 |
+
"symmetric_averaging": true,
|
| 38 |
+
"clip_nonnegative": true,
|
| 39 |
+
"to_univariate": false
|
| 40 |
+
}
|
results/Timestral-209M/current_velocity/H/medium/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1d805ddaf24242867f90396f83104d4f7d8b08fd2f0e88b195051b5583ced58e
|
| 3 |
+
size 31654
|
results/Timestral-209M/current_velocity/H/medium/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:12ef3371753a42bb75f69929a253282f00650956b643a048dbb3ca897fecd366
|
| 3 |
+
size 1106413
|
results/Timestral-209M/current_velocity/H/short/config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_config": "current_velocity/H/short",
|
| 3 |
+
"num_series": 21,
|
| 4 |
+
"num_windows": 28,
|
| 5 |
+
"num_variates": 6,
|
| 6 |
+
"prediction_length": 24,
|
| 7 |
+
"num_quantiles": 9,
|
| 8 |
+
"quantile_levels": [
|
| 9 |
+
0.1,
|
| 10 |
+
0.2,
|
| 11 |
+
0.3,
|
| 12 |
+
0.4,
|
| 13 |
+
0.5,
|
| 14 |
+
0.6,
|
| 15 |
+
0.7,
|
| 16 |
+
0.8,
|
| 17 |
+
0.9
|
| 18 |
+
],
|
| 19 |
+
"freq": "H",
|
| 20 |
+
"seasonality": 24,
|
| 21 |
+
"context_length": 5563,
|
| 22 |
+
"metric_names": [
|
| 23 |
+
"MSE",
|
| 24 |
+
"MAE",
|
| 25 |
+
"RMSE",
|
| 26 |
+
"MAPE",
|
| 27 |
+
"sMAPE",
|
| 28 |
+
"MASE",
|
| 29 |
+
"ND",
|
| 30 |
+
"CRPS"
|
| 31 |
+
],
|
| 32 |
+
"prediction_scale_factor": 1.0,
|
| 33 |
+
"model": "Timestral-209M",
|
| 34 |
+
"model_id": "mistralai/Timestral-209M",
|
| 35 |
+
"max_context": 32768,
|
| 36 |
+
"per_shot_horizon_patches": 32,
|
| 37 |
+
"symmetric_averaging": true,
|
| 38 |
+
"clip_nonnegative": true,
|
| 39 |
+
"to_univariate": false
|
| 40 |
+
}
|
results/Timestral-209M/current_velocity/H/short/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2370ac584ee2bf98460805af868ca29d6488e3d49980c15f51ea3a6c53825ffe
|
| 3 |
+
size 205697
|
results/Timestral-209M/current_velocity/H/short/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:355d6b0c45e8b10679619f0a00683e642caa4ad7b0ab1f8e57f841984991d7d1
|
| 3 |
+
size 1144780
|
results/Timestral-209M/epf_electricity_price/H/long/config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_config": "epf_electricity_price/H/long",
|
| 3 |
+
"num_series": 5,
|
| 4 |
+
"num_windows": 15,
|
| 5 |
+
"num_variates": 1,
|
| 6 |
+
"prediction_length": 168,
|
| 7 |
+
"num_quantiles": 9,
|
| 8 |
+
"quantile_levels": [
|
| 9 |
+
0.1,
|
| 10 |
+
0.2,
|
| 11 |
+
0.3,
|
| 12 |
+
0.4,
|
| 13 |
+
0.5,
|
| 14 |
+
0.6,
|
| 15 |
+
0.7,
|
| 16 |
+
0.8,
|
| 17 |
+
0.9
|
| 18 |
+
],
|
| 19 |
+
"freq": "H",
|
| 20 |
+
"seasonality": 24,
|
| 21 |
+
"context_length": 52248,
|
| 22 |
+
"metric_names": [
|
| 23 |
+
"MSE",
|
| 24 |
+
"MAE",
|
| 25 |
+
"RMSE",
|
| 26 |
+
"MAPE",
|
| 27 |
+
"sMAPE",
|
| 28 |
+
"MASE",
|
| 29 |
+
"ND",
|
| 30 |
+
"CRPS"
|
| 31 |
+
],
|
| 32 |
+
"prediction_scale_factor": 1.0,
|
| 33 |
+
"model": "Timestral-209M",
|
| 34 |
+
"model_id": "mistralai/Timestral-209M",
|
| 35 |
+
"max_context": 32768,
|
| 36 |
+
"per_shot_horizon_patches": 32,
|
| 37 |
+
"symmetric_averaging": true,
|
| 38 |
+
"clip_nonnegative": true,
|
| 39 |
+
"to_univariate": false
|
| 40 |
+
}
|
results/Timestral-209M/epf_electricity_price/H/long/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:04f981d7b9cd34eca81c2e26cbc48d27bb37ca3878c08d518cb815fbad34dfc2
|
| 3 |
+
size 6352
|
results/Timestral-209M/epf_electricity_price/H/long/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:143abd0ca08034d3c5a467b4bebff35e846031b6d13ef7ce8dac2440bcaeb603
|
| 3 |
+
size 175949
|
results/Timestral-209M/epf_electricity_price/H/medium/config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_config": "epf_electricity_price/H/medium",
|
| 3 |
+
"num_series": 5,
|
| 4 |
+
"num_windows": 35,
|
| 5 |
+
"num_variates": 1,
|
| 6 |
+
"prediction_length": 72,
|
| 7 |
+
"num_quantiles": 9,
|
| 8 |
+
"quantile_levels": [
|
| 9 |
+
0.1,
|
| 10 |
+
0.2,
|
| 11 |
+
0.3,
|
| 12 |
+
0.4,
|
| 13 |
+
0.5,
|
| 14 |
+
0.6,
|
| 15 |
+
0.7,
|
| 16 |
+
0.8,
|
| 17 |
+
0.9
|
| 18 |
+
],
|
| 19 |
+
"freq": "H",
|
| 20 |
+
"seasonality": 24,
|
| 21 |
+
"context_length": 52344,
|
| 22 |
+
"metric_names": [
|
| 23 |
+
"MSE",
|
| 24 |
+
"MAE",
|
| 25 |
+
"RMSE",
|
| 26 |
+
"MAPE",
|
| 27 |
+
"sMAPE",
|
| 28 |
+
"MASE",
|
| 29 |
+
"ND",
|
| 30 |
+
"CRPS"
|
| 31 |
+
],
|
| 32 |
+
"prediction_scale_factor": 1.0,
|
| 33 |
+
"model": "Timestral-209M",
|
| 34 |
+
"model_id": "mistralai/Timestral-209M",
|
| 35 |
+
"max_context": 32768,
|
| 36 |
+
"per_shot_horizon_patches": 32,
|
| 37 |
+
"symmetric_averaging": true,
|
| 38 |
+
"clip_nonnegative": true,
|
| 39 |
+
"to_univariate": false
|
| 40 |
+
}
|
results/Timestral-209M/epf_electricity_price/H/medium/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b3c0d8c32c3d5c40631ea88f562defe09e5fb8306c3dbebd9efcde93865ae8ba
|
| 3 |
+
size 12167
|
results/Timestral-209M/epf_electricity_price/H/medium/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e02985522b100f49d62d2567c5cdce454ac6b9ce319ee2b2ab0b4c11fa2dbe47
|
| 3 |
+
size 176387
|
results/Timestral-209M/epf_electricity_price/H/short/config.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_config": "epf_electricity_price/H/short",
|
| 3 |
+
"num_series": 5,
|
| 4 |
+
"num_windows": 105,
|
| 5 |
+
"num_variates": 1,
|
| 6 |
+
"prediction_length": 24,
|
| 7 |
+
"num_quantiles": 9,
|
| 8 |
+
"quantile_levels": [
|
| 9 |
+
0.1,
|
| 10 |
+
0.2,
|
| 11 |
+
0.3,
|
| 12 |
+
0.4,
|
| 13 |
+
0.5,
|
| 14 |
+
0.6,
|
| 15 |
+
0.7,
|
| 16 |
+
0.8,
|
| 17 |
+
0.9
|
| 18 |
+
],
|
| 19 |
+
"freq": "H",
|
| 20 |
+
"seasonality": 24,
|
| 21 |
+
"context_length": 52392,
|
| 22 |
+
"metric_names": [
|
| 23 |
+
"MSE",
|
| 24 |
+
"MAE",
|
| 25 |
+
"RMSE",
|
| 26 |
+
"MAPE",
|
| 27 |
+
"sMAPE",
|
| 28 |
+
"MASE",
|
| 29 |
+
"ND",
|
| 30 |
+
"CRPS"
|
| 31 |
+
],
|
| 32 |
+
"prediction_scale_factor": 1.0,
|
| 33 |
+
"model": "Timestral-209M",
|
| 34 |
+
"model_id": "mistralai/Timestral-209M",
|
| 35 |
+
"max_context": 32768,
|
| 36 |
+
"per_shot_horizon_patches": 32,
|
| 37 |
+
"symmetric_averaging": true,
|
| 38 |
+
"clip_nonnegative": true,
|
| 39 |
+
"to_univariate": false
|
| 40 |
+
}
|
results/Timestral-209M/epf_electricity_price/H/short/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f223e88aa2f23ccf6a82635d274e9dacabcff96dbc8c151bff81c2839f352877
|
| 3 |
+
size 32222
|
results/Timestral-209M/epf_electricity_price/H/short/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fae9ebc95a24152ed61012a4cefaacec8134503e18bbc91b58a943d101ee482a
|
| 3 |
+
size 177351
|