Training in progress, step 4000, checkpoint

checkpoint-4000/added_tokens.json

@@ -0,0 +1,5 @@
+{
+ "<bos>": 40478,
+ "<eos>": 40479,
+ "<pad>": 40480
+}

checkpoint-4000/config.json

@@ -0,0 +1,46 @@
+{
+ "_name_or_path": "openai-gpt",
+ "afn": "gelu",
+ "architectures": [
+ "OpenAIGPTForSequenceClassification"
+ ],
+ "attn_pdrop": 0.1,
+ "embd_pdrop": 0.1,
+ "id2label": {
+ "0": "entailment",
+ "1": "neutral",
+ "2": "contradiction"
+ },
+ "initializer_range": 0.02,
+ "label2id": {
+ "contradiction": 2,
+ "entailment": 0,
+ "neutral": 1
+ },
+ "layer_norm_epsilon": 1e-05,
+ "model_type": "openai-gpt",
+ "n_ctx": 512,
+ "n_embd": 768,
+ "n_head": 12,
+ "n_layer": 12,
+ "n_positions": 512,
+ "n_special": 0,
+ "pad_token_id": 40480,
+ "predict_special_tokens": true,
+ "problem_type": "single_label_classification",
+ "resid_pdrop": 0.1,
+ "summary_activation": null,
+ "summary_first_dropout": 0.1,
+ "summary_proj_to_labels": true,
+ "summary_type": "last",
+ "summary_use_proj": true,
+ "task_specific_params": {
+ "text-generation": {
+ "do_sample": true,
+ "max_length": 50
+ }
+ },
+ "torch_dtype": "float32",
+ "transformers_version": "4.33.0.dev0",
+ "vocab_size": 40481
+}

checkpoint-4000/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6be46af600c0440c160ea139d30d07d741b3b4c28a4580f19d5fe4f252c5fad6
+size 932401285

checkpoint-4000/pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:69ecdb7a6d40191249e2062f95fd32e02300630c0b45bf8f38f85b83428bf76f
+size 466205145

checkpoint-4000/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78438bd24a328c256737c9033c9f92513574c229e2961ab877845fca7a0535f8
+size 14575

checkpoint-4000/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dad04d422f3682299741a5b7a868993950396d0e3c3302efb96bf1db636c95df
+size 627

checkpoint-4000/special_tokens_map.json

@@ -0,0 +1,6 @@
+{
+ "bos_token": "<bos>",
+ "eos_token": "<eos>",
+ "pad_token": "<pad>",
+ "unk_token": "<unk>"
+}

checkpoint-4000/tokenizer_config.json

@@ -0,0 +1,7 @@
+{
+ "clean_up_tokenization_spaces": true,
+ "model_max_length": 512,
+ "padding_side": "left",
+ "tokenizer_class": "OpenAIGPTTokenizer",
+ "unk_token": "<unk>"
+}

checkpoint-4000/trainer_state.json

@@ -0,0 +1,85 @@
+{
+ "best_metric": 1.134506344795227,
+ "best_model_checkpoint": "/kaggle/output/checkpoint-4000",
+ "epoch": 64.0,
+ "eval_steps": 1000,
+ "global_step": 4000,
+ "is_hyper_param_search": false,
+ "is_local_process_zero": true,
+ "is_world_process_zero": true,
+ "log_history": [
+ {
+ "epoch": 0.02,
+ "learning_rate": 2.7777777777777777e-11,
+ "loss": 1.2395,
+ "step": 1
+ },
+ {
+ "epoch": 16.0,
+ "learning_rate": 2.7638888888888893e-08,
+ "loss": 1.1422,
+ "step": 1000
+ },
+ {
+ "epoch": 16.0,
+ "eval_accuracy": 0.33073852295409184,
+ "eval_loss": 1.1557353734970093,
+ "eval_runtime": 54.1805,
+ "eval_samples_per_second": 92.469,
+ "eval_steps_per_second": 11.572,
+ "step": 1000
+ },
+ {
+ "epoch": 32.0,
+ "learning_rate": 5.541666666666667e-08,
+ "loss": 1.1401,
+ "step": 2000
+ },
+ {
+ "epoch": 32.0,
+ "eval_accuracy": 0.3311377245508982,
+ "eval_loss": 1.1507551670074463,
+ "eval_runtime": 53.98,
+ "eval_samples_per_second": 92.812,
+ "eval_steps_per_second": 11.615,
+ "step": 2000
+ },
+ {
+ "epoch": 48.0,
+ "learning_rate": 8.316666666666666e-08,
+ "loss": 1.1287,
+ "step": 3000
+ },
+ {
+ "epoch": 48.0,
+ "eval_accuracy": 0.3321357285429142,
+ "eval_loss": 1.1441665887832642,
+ "eval_runtime": 53.9873,
+ "eval_samples_per_second": 92.8,
+ "eval_steps_per_second": 11.614,
+ "step": 3000
+ },
+ {
+ "epoch": 64.0,
+ "learning_rate": 1.1094444444444445e-07,
+ "loss": 1.117,
+ "step": 4000
+ },
+ {
+ "epoch": 64.0,
+ "eval_accuracy": 0.3287425149700599,
+ "eval_loss": 1.134506344795227,
+ "eval_runtime": 54.0067,
+ "eval_samples_per_second": 92.766,
+ "eval_steps_per_second": 11.61,
+ "step": 4000
+ }
+ ],
+ "logging_steps": 1000,
+ "max_steps": 10000000,
+ "num_train_epochs": 161291,
+ "save_steps": 1000,
+ "total_flos": 8361420521472000.0,
+ "trial_name": null,
+ "trial_params": null
+}

checkpoint-4000/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb2cd1b7e648a386ccb79e47a451842e11001981c4363e993b678e0818db5cab
+size 4091