Training in progress, epoch 3

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:618d60282c11bf8cf04e6ce096743a1742b498d70a9ab13d739d1695d5fa9561
+oid sha256:054c391121ab39940194288952ec175fa0bb61748960a0f580b545a1da835c76
 size 267832560

run-1/checkpoint-1070/config.json

@@ -0,0 +1,25 @@
+{
+  "_name_or_path": "distilbert-base-uncased",
+  "activation": "gelu",
+  "architectures": [
+    "DistilBertForSequenceClassification"
+  ],
+  "attention_dropout": 0.1,
+  "dim": 768,
+  "dropout": 0.1,
+  "hidden_dim": 3072,
+  "initializer_range": 0.02,
+  "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": "4.39.1",
+  "vocab_size": 30522
+}

run-1/checkpoint-1070/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:628953c447ffc25cdfe3f955d4716c4242bf5bfb8a54b7c8f12e454417d23973
+size 267832560

run-1/checkpoint-1070/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c86e80ab845ff87641672769d58067566678a42d463ef1ea91b7a75c1a7d8fc
+size 535727290

run-1/checkpoint-1070/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:735953fa6cd11e734791dd5c81df81ae523716b7a8b84ab1913e5a1d4b7503d1
+size 14308

run-1/checkpoint-1070/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0affb95f8b8d62dd7a8abdd3b12a80911efa0558fe278b4fbe37b43faced9dac
+size 1064

run-1/checkpoint-1070/special_tokens_map.json

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

run-1/checkpoint-1070/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-1/checkpoint-1070/trainer_state.json

@@ -0,0 +1,58 @@
+{
+  "best_metric": 0.2835704013245166,
+  "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-1/checkpoint-1070",
+  "epoch": 2.0,
+  "eval_steps": 500,
+  "global_step": 1070,
+  "is_hyper_param_search": true,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.93,
+      "grad_norm": 4.029795169830322,
+      "learning_rate": 1.7163903856453514e-06,
+      "loss": 0.6033,
+      "step": 500
+    },
+    {
+      "epoch": 1.0,
+      "eval_loss": 0.5766915082931519,
+      "eval_matthews_correlation": 0.0,
+      "eval_runtime": 0.7097,
+      "eval_samples_per_second": 1469.555,
+      "eval_steps_per_second": 92.992,
+      "step": 535
+    },
+    {
+      "epoch": 1.87,
+      "grad_norm": 4.412518501281738,
+      "learning_rate": 1.1931006339242075e-06,
+      "loss": 0.5433,
+      "step": 1000
+    },
+    {
+      "epoch": 2.0,
+      "eval_loss": 0.5463550686836243,
+      "eval_matthews_correlation": 0.2835704013245166,
+      "eval_runtime": 1.1159,
+      "eval_samples_per_second": 934.633,
+      "eval_steps_per_second": 59.143,
+      "step": 1070
+    }
+  ],
+  "logging_steps": 500,
+  "max_steps": 2140,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 4,
+  "save_steps": 500,
+  "total_flos": 85414564692768.0,
+  "train_batch_size": 16,
+  "trial_name": null,
+  "trial_params": {
+    "learning_rate": 2.2396801373664952e-06,
+    "num_train_epochs": 4,
+    "per_device_train_batch_size": 16,
+    "seed": 33
+  }
+}

run-1/checkpoint-1070/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:358c5c99400b0deb976ef4d481ff138cc391693d34c093052ecece5e47feca40
+size 4984

run-1/checkpoint-1605/config.json

@@ -0,0 +1,25 @@
+{
+  "_name_or_path": "distilbert-base-uncased",
+  "activation": "gelu",
+  "architectures": [
+    "DistilBertForSequenceClassification"
+  ],
+  "attention_dropout": 0.1,
+  "dim": 768,
+  "dropout": 0.1,
+  "hidden_dim": 3072,
+  "initializer_range": 0.02,
+  "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": "4.39.1",
+  "vocab_size": 30522
+}

run-1/checkpoint-1605/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:054c391121ab39940194288952ec175fa0bb61748960a0f580b545a1da835c76
+size 267832560

run-1/checkpoint-1605/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e10d91f5215b986027e3d7423071aac8abf1cbeb8ebd139b924f97e28ef0596
+size 535727290

run-1/checkpoint-1605/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6844877a379b357f8ff18127035270a302389fab3af650d5edea9f984bbcb60c
+size 14308

run-1/checkpoint-1605/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3836c6e966e3796900bfe25ccba67e34d3964ae33a75c9816b6f2c87109eccc
+size 1064

run-1/checkpoint-1605/special_tokens_map.json

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

run-1/checkpoint-1605/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-1/checkpoint-1605/trainer_state.json

@@ -0,0 +1,74 @@
+{
+  "best_metric": 0.3731107016234198,
+  "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-1/checkpoint-1605",
+  "epoch": 3.0,
+  "eval_steps": 500,
+  "global_step": 1605,
+  "is_hyper_param_search": true,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.93,
+      "grad_norm": 4.029795169830322,
+      "learning_rate": 1.7163903856453514e-06,
+      "loss": 0.6033,
+      "step": 500
+    },
+    {
+      "epoch": 1.0,
+      "eval_loss": 0.5766915082931519,
+      "eval_matthews_correlation": 0.0,
+      "eval_runtime": 0.7097,
+      "eval_samples_per_second": 1469.555,
+      "eval_steps_per_second": 92.992,
+      "step": 535
+    },
+    {
+      "epoch": 1.87,
+      "grad_norm": 4.412518501281738,
+      "learning_rate": 1.1931006339242075e-06,
+      "loss": 0.5433,
+      "step": 1000
+    },
+    {
+      "epoch": 2.0,
+      "eval_loss": 0.5463550686836243,
+      "eval_matthews_correlation": 0.2835704013245166,
+      "eval_runtime": 1.1159,
+      "eval_samples_per_second": 934.633,
+      "eval_steps_per_second": 59.143,
+      "step": 1070
+    },
+    {
+      "epoch": 2.8,
+      "grad_norm": 4.607611656188965,
+      "learning_rate": 6.69810882203064e-07,
+      "loss": 0.491,
+      "step": 1500
+    },
+    {
+      "epoch": 3.0,
+      "eval_loss": 0.5242806077003479,
+      "eval_matthews_correlation": 0.3731107016234198,
+      "eval_runtime": 0.7889,
+      "eval_samples_per_second": 1322.174,
+      "eval_steps_per_second": 83.666,
+      "step": 1605
+    }
+  ],
+  "logging_steps": 500,
+  "max_steps": 2140,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 4,
+  "save_steps": 500,
+  "total_flos": 128596608126132.0,
+  "train_batch_size": 16,
+  "trial_name": null,
+  "trial_params": {
+    "learning_rate": 2.2396801373664952e-06,
+    "num_train_epochs": 4,
+    "per_device_train_batch_size": 16,
+    "seed": 33
+  }
+}

run-1/checkpoint-1605/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:358c5c99400b0deb976ef4d481ff138cc391693d34c093052ecece5e47feca40
+size 4984

runs/Mar23_02-09-44_4cc37c544afe/events.out.tfevents.1711160724.4cc37c544afe.560.3

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8ff235718e7d9ebbba0a4ad3a026efc23d42c1133f705800915fc10512098f9a
-size 5130
+oid sha256:1afd83044724a2a3381f3afc1b17e8684fd12650b174e13323ed67d33dfbdacc
+size 7122