Training in progress, step 3500

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:87a4a4d4999b354b88824c60045e0e3a72543893763e968a8a60797ed30be419
+oid sha256:f7090f4347277030d029063d644610e9f9575c51ced85c348b03fb822d1fc030
 size 498609724

run-8/checkpoint-3500/config.json

@@ -0,0 +1,27 @@
+{
+  "_name_or_path": "roberta-base",
+  "architectures": [
+    "RobertaForMultipleChoice"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "eos_token_id": 2,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 514,
+  "model_type": "roberta",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 1,
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.41.2",
+  "type_vocab_size": 1,
+  "use_cache": true,
+  "vocab_size": 50265
+}

run-8/checkpoint-3500/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7090f4347277030d029063d644610e9f9575c51ced85c348b03fb822d1fc030
+size 498609724

run-8/checkpoint-3500/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9eec18a8966b3160c4340efbf4850045893fe17dcee2caa90beed0e0c8e4bcdc
+size 997339386

run-8/checkpoint-3500/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a33ded0d7b22b724ba96f8b4a25c63f78a7e7d5aa8737f12988e7f3deb2e3904
+size 14244

run-8/checkpoint-3500/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2434ef88adf335da7ab4a3b5aac91ca73e44e2570632232fc94a2f3257ae216b
+size 1064

run-8/checkpoint-3500/special_tokens_map.json

@@ -0,0 +1,15 @@
+{
+  "bos_token": "<s>",
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "mask_token": {
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "unk_token": "<unk>"
+}

run-8/checkpoint-3500/tokenizer_config.json

@@ -0,0 +1,57 @@
+{
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<pad>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "50264": {
+      "content": "<mask>",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "errors": "replace",
+  "mask_token": "<mask>",
+  "model_max_length": 512,
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "tokenizer_class": "RobertaTokenizer",
+  "trim_offsets": true,
+  "unk_token": "<unk>"
+}

run-8/checkpoint-3500/trainer_state.json

@@ -0,0 +1,166 @@
+{
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 9.383378016085791,
+  "eval_steps": 500,
+  "global_step": 3500,
+  "is_hyper_param_search": true,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 1.0,
+      "eval_accuracy": 0.6661079525947571,
+      "eval_loss": 0.5971955060958862,
+      "eval_runtime": 15.5437,
+      "eval_samples_per_second": 191.91,
+      "eval_steps_per_second": 12.031,
+      "step": 373
+    },
+    {
+      "epoch": 1.3404825737265416,
+      "grad_norm": 10.565417289733887,
+      "learning_rate": 1.8562171591313335e-05,
+      "loss": 0.6088,
+      "step": 500
+    },
+    {
+      "epoch": 2.0,
+      "eval_accuracy": 0.68890380859375,
+      "eval_loss": 0.554870069026947,
+      "eval_runtime": 20.9818,
+      "eval_samples_per_second": 142.171,
+      "eval_steps_per_second": 8.912,
+      "step": 746
+    },
+    {
+      "epoch": 2.680965147453083,
+      "grad_norm": 12.369528770446777,
+      "learning_rate": 1.5688770416187432e-05,
+      "loss": 0.4913,
+      "step": 1000
+    },
+    {
+      "epoch": 3.0,
+      "eval_accuracy": 0.6895742416381836,
+      "eval_loss": 0.6084151268005371,
+      "eval_runtime": 21.3765,
+      "eval_samples_per_second": 139.546,
+      "eval_steps_per_second": 8.748,
+      "step": 1119
+    },
+    {
+      "epoch": 4.0,
+      "eval_accuracy": 0.6959436535835266,
+      "eval_loss": 0.6611299514770508,
+      "eval_runtime": 14.7723,
+      "eval_samples_per_second": 201.931,
+      "eval_steps_per_second": 12.659,
+      "step": 1492
+    },
+    {
+      "epoch": 4.021447721179625,
+      "grad_norm": 14.231189727783203,
+      "learning_rate": 1.2815369241061527e-05,
+      "loss": 0.3834,
+      "step": 1500
+    },
+    {
+      "epoch": 5.0,
+      "eval_accuracy": 0.7039892673492432,
+      "eval_loss": 0.6887115240097046,
+      "eval_runtime": 8.0268,
+      "eval_samples_per_second": 371.63,
+      "eval_steps_per_second": 23.297,
+      "step": 1865
+    },
+    {
+      "epoch": 5.361930294906166,
+      "grad_norm": 17.718364715576172,
+      "learning_rate": 9.941968065935624e-06,
+      "loss": 0.2616,
+      "step": 2000
+    },
+    {
+      "epoch": 6.0,
+      "eval_accuracy": 0.7019778490066528,
+      "eval_loss": 0.7845392227172852,
+      "eval_runtime": 57.529,
+      "eval_samples_per_second": 51.852,
+      "eval_steps_per_second": 3.251,
+      "step": 2238
+    },
+    {
+      "epoch": 6.702412868632708,
+      "grad_norm": 17.930471420288086,
+      "learning_rate": 7.0685668908097215e-06,
+      "loss": 0.1949,
+      "step": 2500
+    },
+    {
+      "epoch": 7.0,
+      "eval_accuracy": 0.6979550719261169,
+      "eval_loss": 0.8831968307495117,
+      "eval_runtime": 50.8363,
+      "eval_samples_per_second": 58.679,
+      "eval_steps_per_second": 3.678,
+      "step": 2611
+    },
+    {
+      "epoch": 8.0,
+      "eval_accuracy": 0.7003017067909241,
+      "eval_loss": 0.9950036406517029,
+      "eval_runtime": 50.3735,
+      "eval_samples_per_second": 59.218,
+      "eval_steps_per_second": 3.712,
+      "step": 2984
+    },
+    {
+      "epoch": 8.04289544235925,
+      "grad_norm": 12.573803901672363,
+      "learning_rate": 4.1951657156838185e-06,
+      "loss": 0.1515,
+      "step": 3000
+    },
+    {
+      "epoch": 9.0,
+      "eval_accuracy": 0.6962789297103882,
+      "eval_loss": 1.03825843334198,
+      "eval_runtime": 58.6383,
+      "eval_samples_per_second": 50.871,
+      "eval_steps_per_second": 3.189,
+      "step": 3357
+    },
+    {
+      "epoch": 9.383378016085791,
+      "grad_norm": 25.479394912719727,
+      "learning_rate": 1.3217645405579155e-06,
+      "loss": 0.1231,
+      "step": 3500
+    }
+  ],
+  "logging_steps": 500,
+  "max_steps": 3730,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 10,
+  "save_steps": 500,
+  "stateful_callbacks": {
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": false
+      },
+      "attributes": {}
+    }
+  },
+  "total_flos": 5252134618773024.0,
+  "train_batch_size": 32,
+  "trial_name": null,
+  "trial_params": {
+    "learning_rate": 2.1435572766439238e-05,
+    "per_device_train_batch_size": 32
+  }
+}

run-8/checkpoint-3500/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5cb6ba47b0cf87bd4d8656e082b2c96b8920303602da60be052d59029caab49
+size 5176

runs/Jun06_00-29-21_Donghao-Win/events.out.tfevents.1717625240.Donghao-Win.17160.8

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:82c3163e40cd072cb3ae4a28ae2c4c96a53bec6ba4fb49392c3fd46b339a2e0b
-size 8719
+oid sha256:6564f9665a29333e3937ce18e1421f6e1ec3bd59c624be263876fb61dae68270
+size 9930