Training in progress, epoch 2

checkpoint-630/config.json

@@ -0,0 +1,41 @@
+{
+  "_name_or_path": "ynie/electra-large-discriminator-snli_mnli_fever_anli_R1_R2_R3-nli",
+  "architectures": [
+    "ElectraForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "embedding_size": 1024,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 1024,
+  "id2label": {
+    "0": "entailment",
+    "1": "neutral",
+    "2": "contradiction"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 4096,
+  "label2id": {
+    "contradiction": 2,
+    "entailment": 0,
+    "neutral": 1
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "electra",
+  "num_attention_heads": 16,
+  "num_hidden_layers": 24,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "problem_type": "multi_label_classification",
+  "summary_activation": "gelu",
+  "summary_last_dropout": 0.1,
+  "summary_type": "first",
+  "summary_use_proj": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.17.0",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30522
+}

checkpoint-630/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e3f564211b093d622919570e0f14c099b9587a48bf3184fe92dca9ec80d4cdc
+size 2681386461

checkpoint-630/pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d5ae12a64b80af166eecc7a402aec376c8573d04d1bf8fa52a337782fa62de5
+size 1340745837

checkpoint-630/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:200aaf2fbee23d68e85344554957b173d24fb1fe078f73f6a722644a42c37102
+size 14503

checkpoint-630/scaler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:62ca5700851802910eef70fadd0dbe9dc923a65ce51e988971904b33dee70ff3
+size 559

checkpoint-630/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ecf18152fefe7b337c5ecf9d68f88611bb1daef47a86f009e7cc54cd3ab9cd1
+size 623

checkpoint-630/special_tokens_map.json

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

checkpoint-630/tokenizer_config.json

@@ -0,0 +1 @@
+{"do_lower_case": true, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "normalization": true, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "google/electra-large-discriminator", "tokenizer_class": "ElectraTokenizer"}

checkpoint-630/trainer_state.json

@@ -0,0 +1,64 @@
+{
+  "best_metric": 0.32531991600990295,
+  "best_model_checkpoint": "outputs/electra-nli-efl/checkpoint-630",
+  "epoch": 2.9955555555555557,
+  "global_step": 630,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 1.0,
+      "learning_rate": 9.499999999999999e-07,
+      "loss": 0.4175,
+      "step": 210
+    },
+    {
+      "epoch": 1.0,
+      "eval_accuracy": 0.7316666666666667,
+      "eval_f1": 0.7305281480923569,
+      "eval_loss": 0.4019607603549957,
+      "eval_runtime": 11.5986,
+      "eval_samples_per_second": 258.651,
+      "eval_steps_per_second": 32.331,
+      "step": 210
+    },
+    {
+      "epoch": 2.0,
+      "learning_rate": 9e-07,
+      "loss": 0.3061,
+      "step": 420
+    },
+    {
+      "epoch": 2.0,
+      "eval_accuracy": 0.768,
+      "eval_f1": 0.7674936528439713,
+      "eval_loss": 0.3519645631313324,
+      "eval_runtime": 11.6033,
+      "eval_samples_per_second": 258.548,
+      "eval_steps_per_second": 32.319,
+      "step": 420
+    },
+    {
+      "epoch": 3.0,
+      "learning_rate": 8.499999999999999e-07,
+      "loss": 0.2588,
+      "step": 630
+    },
+    {
+      "epoch": 3.0,
+      "eval_accuracy": 0.79,
+      "eval_f1": 0.7887799932409598,
+      "eval_loss": 0.32531991600990295,
+      "eval_runtime": 11.5951,
+      "eval_samples_per_second": 258.729,
+      "eval_steps_per_second": 32.341,
+      "step": 630
+    }
+  ],
+  "max_steps": 4200,
+  "num_train_epochs": 20,
+  "total_flos": 1.2470681674040832e+16,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-630/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c104103a95a8e00f67dc451eba8bec78c0cbf934c84f4059200155cf9a45b752
+size 3119

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b6c8fd2bdb5258b01e80bd96f7a29e8d580120dce389ca768695f9b780bc7b7a
+oid sha256:8d5ae12a64b80af166eecc7a402aec376c8573d04d1bf8fa52a337782fa62de5
 size 1340745837