best val_rmse 0.0043

config.json

@@ -1,5 +1,5 @@
 {
-  "best_val_loss": 0.0,
+  "best_val_loss": 0.004250000696629286,
   "comet_ai_key": null,
   "context_observations": {
     "add_rem": true,
@@ -34,12 +34,12 @@
     "same_route": true,
     "time": 0.0
   },
-  "experiment_dir": "/work/ojedamarin/Projects/Pharma/Results/comet/aistats/22b97ac0c60c431a9a6de7bcd8d3e4c3",
+  "experiment_dir": "/work/ojedamarin/Projects/Pharma/Results/comet/aistats/ad11eeeb2bdb47e79e1eac64cba51b69",
   "experiment_indentifier": null,
   "experiment_name": "aistats",
   "hf_model_card_path": [
     "hf_model_cards",
-    "ST-PK_Readme.md"
+    "AICME-PK_Readme.md"
   ],
   "hf_model_name": "AICMEPK_cluster",
   "hugging_face_token": null,
@@ -189,7 +189,7 @@
     "cov_proj_dim": 16,
     "decoder_attention_layers": 2,
     "decoder_hidden_dim": 512,
-    "decoder_name": "TransformerDecoder",
+    "decoder_name": "RNNDecoder",
     "decoder_num_layers": 4,
     "decoder_rnn_hidden_dim": 256,
     "drift_activation": "Tanh",
@@ -208,7 +208,7 @@
     "norm": "layer",
     "output_head_num_layers": 3,
     "prediction_latent_deterministic": false,
-    "prediction_only": true,
+    "prediction_only": false,
     "reconstruction_only": false,
     "rnn_decoder_number_of_layers": 4,
     "rnn_individual_encoder_number_of_layers": 4,
@@ -217,10 +217,10 @@
     "time_obs_encoder_output_dim": 256,
     "use_attention": true,
     "use_invariance_loss": true,
-    "use_kl_i": false,
-    "use_kl_i_np": false,
-    "use_kl_init": false,
-    "use_kl_s": false,
+    "use_kl_i": true,
+    "use_kl_i_np": true,
+    "use_kl_init": true,
+    "use_kl_s": true,
     "use_self_attention": true,
     "use_time_deltas": true,
     "zi_latent_dim": 256
@@ -228,7 +228,7 @@
   "run_index": 0,
   "tags": [
     "AISTATS-2026",
-    "ST-PK"
+    "AICME-NODE-PK"
   ],
   "target_observations": {
     "add_rem": true,

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b43ab7dbe768bef7e5a33807bd2b8f8ff37d59896d6664e88e9396add8d41661
-size 40329595
+oid sha256:e025c680815b1c4db9eb97d04b1b7d925bf69cd87d7e591ef51dd190973e193b
+size 30610195