Training in progress, epoch 3

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c03e07eb7a22c8639d2c219ce73e97cd70c1830781593152055e945cd9fe081d
+oid sha256:27aa565934269c809398d14d7a3f915bebf66f39ee9dda8bc14a41613e6ba84e
 size 267835644

run-0/checkpoint-441/config.json

@@ -0,0 +1,35 @@
+{
+  "_name_or_path": "distilbert-base-uncased",
+  "activation": "gelu",
+  "architectures": [
+    "DistilBertForSequenceClassification"
+  ],
+  "attention_dropout": 0.1,
+  "dim": 768,
+  "dropout": 0.1,
+  "hidden_dim": 3072,
+  "id2label": {
+    "0": "LABEL_0",
+    "1": "LABEL_1",
+    "2": "LABEL_2"
+  },
+  "initializer_range": 0.02,
+  "label2id": {
+    "LABEL_0": 0,
+    "LABEL_1": 1,
+    "LABEL_2": 2
+  },
+  "max_position_embeddings": 512,
+  "model_type": "distilbert",
+  "n_heads": 12,
+  "n_layers": 6,
+  "pad_token_id": 0,
+  "problem_type": "single_label_classification",
+  "qa_dropout": 0.1,
+  "seq_classif_dropout": 0.2,
+  "sinusoidal_pos_embds": false,
+  "tie_weights_": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.38.1",
+  "vocab_size": 30522
+}

run-0/checkpoint-441/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27aa565934269c809398d14d7a3f915bebf66f39ee9dda8bc14a41613e6ba84e
+size 267835644

run-0/checkpoint-441/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d20039a67ea8527151e46b47616f03043dbaf32ad7f3b6675aca36e22cf7859
+size 535733434

run-0/checkpoint-441/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70dcca85b3837dd37f92728cc07b8191b8fbc2b738089228554a4cc6d271cc8b
+size 14244

run-0/checkpoint-441/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9833a0aeba5bb73858bb5b36f642c34c505b5e314ac07504df9f268afcdca2c
+size 1064

run-0/checkpoint-441/special_tokens_map.json

@@ -0,0 +1,7 @@
+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

run-0/checkpoint-441/tokenizer_config.json

@@ -0,0 +1,55 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "100": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "101": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "102": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "103": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "DistilBertTokenizer",
+  "unk_token": "[UNK]"
+}

run-0/checkpoint-441/trainer_state.json

@@ -0,0 +1,53 @@
+{
+  "best_metric": 0.7962328767123288,
+  "best_model_checkpoint": "distilbert-base-uncased-finetuned-SA/run-0/checkpoint-441",
+  "epoch": 3.0,
+  "eval_steps": 500,
+  "global_step": 441,
+  "is_hyper_param_search": true,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 1.0,
+      "eval_accuracy": 0.7688356164383562,
+      "eval_loss": 0.5073187947273254,
+      "eval_runtime": 3.5613,
+      "eval_samples_per_second": 163.984,
+      "eval_steps_per_second": 10.389,
+      "step": 147
+    },
+    {
+      "epoch": 2.0,
+      "eval_accuracy": 0.7825342465753424,
+      "eval_loss": 0.5155062675476074,
+      "eval_runtime": 3.5634,
+      "eval_samples_per_second": 163.888,
+      "eval_steps_per_second": 10.383,
+      "step": 294
+    },
+    {
+      "epoch": 3.0,
+      "eval_accuracy": 0.7962328767123288,
+      "eval_loss": 0.6085470914840698,
+      "eval_runtime": 3.5765,
+      "eval_samples_per_second": 163.288,
+      "eval_steps_per_second": 10.345,
+      "step": 441
+    }
+  ],
+  "logging_steps": 500,
+  "max_steps": 735,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 5,
+  "save_steps": 500,
+  "total_flos": 0,
+  "train_batch_size": 32,
+  "trial_name": null,
+  "trial_params": {
+    "learning_rate": 8.745243169419031e-05,
+    "num_train_epochs": 5,
+    "per_device_train_batch_size": 32,
+    "seed": 6
+  }
+}

run-0/checkpoint-441/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da9af0f97bb745edd8810ff01baa7a946d32695a46eb9392d72614a6bff5844a
+size 4984

runs/Apr01_13-09-37_c7a746a4e968/events.out.tfevents.1711978294.c7a746a4e968.35.3

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:658f7858dc9eeeb5f24bfaba55ed3a846c3bbea916adaf1827f1203845d56152
-size 5336
+oid sha256:45a728809923e4aad44ea026712c83147c60992133490d085d98d8575788faf6
+size 5659