Push model using huggingface_hub.

config.json

@@ -1,5 +1,27 @@
 {
   "main_config": {
+    "cross_val": true,
+    "device_number": 1,
+    "inference": false,
+    "inference_settings": {
+      "infere_original_testset": false,
+      "model_path": "/nfs/home/yat_ldap/VS_Projects/TransfoRNA-Framework/models/tcga/TransfoRNA_FULL/sub_class/Seq/ckpt/model_params_tcga.pt",
+      "sequences_path": "/data/hbdx_ldap_local/analysis/data/sncRNA/test.h5ad"
+    },
+    "log_embedds": true,
+    "log_logits": false,
+    "model": {
+      "skorch_model": {
+        "_target_": "transforna.Net",
+        "batch_size": 512,
+        "criterion": "transforna.LossFunction",
+        "device": "cuda",
+        "iterator_train__shuffle": true,
+        "max_epochs": 3000,
+        "module": "transforna.GeneEmbeddModel",
+        "optimizer": "torch.optim.AdamW"
+      }
+    },
     "model_config": {
       "class_mappings": [
         "12S_bin-1",
@@ -3888,6 +3910,12 @@
       "vocab_size": 17,
       "window": 2
     },
+    "model_name": "seq",
+    "num_replicates": 1,
+    "path_to_id_models": "/nfs/home/yat_ldap/VS_Projects/TransfoRNA-Framework/models/tcga/",
+    "seed": 0,
+    "task": "tcga",
+    "tensorboard": false,
     "train_config": {
       "batch_per_epoch": 99,
       "batch_size": 512,
@@ -3910,6 +3938,9 @@
       "shuffle_exp": false,
       "top_k": 10,
       "warmup_epoch": 10
-    }
+    },
+    "train_split": true,
+    "trained_on": "full",
+    "valid_size": 0.15
   }
 }