Initial Commit

.gitignore

@@ -0,0 +1,2 @@
+# MacOS Stuff
+**/.DS_Store

checkpoint-fold-0/config.json

@@ -0,0 +1,27 @@
+{
+  "_name_or_path": "google/rembert",
+  "attention_probs_dropout_prob": 0,
+  "bos_token_id": 312,
+  "classifier_dropout_prob": 0.1,
+  "embedding_dropout_prob": 0,
+  "embedding_size": 256,
+  "eos_token_id": 313,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0,
+  "hidden_size": 1152,
+  "initializer_range": 0.02,
+  "input_embedding_size": 256,
+  "intermediate_size": 4608,
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "rembert",
+  "num_attention_heads": 18,
+  "num_hidden_layers": 32,
+  "output_embedding_size": 1664,
+  "pad_token_id": 0,
+  "tie_word_embeddings": false,
+  "transformers_version": "4.11.3",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 250300
+}

checkpoint-fold-0/pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7fcb92758edef9494ef4b17dbf4d52e7860be2c10dbcd930846ba1728786dfca
+size 2303917083

checkpoint-fold-0/result_dict.json

@@ -0,0 +1,12 @@
+{
+    "best_val_loss": 0.3688944876321237,
+    "epoch": [
+        0
+    ],
+    "train_loss": [
+        0.6384444586051864
+    ],
+    "val_loss": [
+        0.3688944876321237
+    ]
+}

checkpoint-fold-0/sentencepiece.model

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67ce12ea4550e57af39217a75686a61695e34edbb1c9892f82f0b861d73a4482
+size 4697711

checkpoint-fold-0/special_tokens_map.json

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

checkpoint-fold-0/tokenizer_config.json

@@ -0,0 +1 @@
+{"do_lower_case": false, "remove_space": true, "keep_accents": true, "bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": {"content": "[MASK]", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "model_max_length": 256, "special_tokens_map_file": "SauravMaheshkar/rembert-maxseq-400-docstride-128-chaii/checkpoint-fold-0/special_tokens_map.json", "name_or_path": "google/rembert", "tokenizer_class": "RemBertTokenizer"}

checkpoint-fold-1/config.json

@@ -0,0 +1,27 @@
+{
+  "_name_or_path": "google/rembert",
+  "attention_probs_dropout_prob": 0,
+  "bos_token_id": 312,
+  "classifier_dropout_prob": 0.1,
+  "embedding_dropout_prob": 0,
+  "embedding_size": 256,
+  "eos_token_id": 313,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0,
+  "hidden_size": 1152,
+  "initializer_range": 0.02,
+  "input_embedding_size": 256,
+  "intermediate_size": 4608,
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "rembert",
+  "num_attention_heads": 18,
+  "num_hidden_layers": 32,
+  "output_embedding_size": 1664,
+  "pad_token_id": 0,
+  "tie_word_embeddings": false,
+  "transformers_version": "4.11.3",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 250300
+}

checkpoint-fold-1/pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a5bebe8218d688a44431f40f01191b688c58283a1ccf75aef5d62c2e33990433
+size 2303917083

checkpoint-fold-1/result_dict.json

@@ -0,0 +1,12 @@
+{
+    "best_val_loss": 0.4056796637166171,
+    "epoch": [
+        0
+    ],
+    "train_loss": [
+        0.6327483699313406
+    ],
+    "val_loss": [
+        0.4056796637166171
+    ]
+}

checkpoint-fold-1/sentencepiece.model

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67ce12ea4550e57af39217a75686a61695e34edbb1c9892f82f0b861d73a4482
+size 4697711

checkpoint-fold-1/special_tokens_map.json

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

checkpoint-fold-1/tokenizer_config.json

@@ -0,0 +1 @@
+{"do_lower_case": false, "remove_space": true, "keep_accents": true, "bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": {"content": "[MASK]", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "model_max_length": 256, "special_tokens_map_file": "SauravMaheshkar/rembert-maxseq-400-docstride-128-chaii/checkpoint-fold-1/special_tokens_map.json", "name_or_path": "google/rembert", "tokenizer_class": "RemBertTokenizer"}

checkpoint-fold-2/config.json

@@ -0,0 +1,27 @@
+{
+  "_name_or_path": "google/rembert",
+  "attention_probs_dropout_prob": 0,
+  "bos_token_id": 312,
+  "classifier_dropout_prob": 0.1,
+  "embedding_dropout_prob": 0,
+  "embedding_size": 256,
+  "eos_token_id": 313,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0,
+  "hidden_size": 1152,
+  "initializer_range": 0.02,
+  "input_embedding_size": 256,
+  "intermediate_size": 4608,
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "rembert",
+  "num_attention_heads": 18,
+  "num_hidden_layers": 32,
+  "output_embedding_size": 1664,
+  "pad_token_id": 0,
+  "tie_word_embeddings": false,
+  "transformers_version": "4.11.3",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 250300
+}

checkpoint-fold-2/pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c7412abeba8e554f906c5f7769cd77e3a20f4a47ac087e85e198648c2af7f8f
+size 2303917083

checkpoint-fold-2/result_dict.json

@@ -0,0 +1,12 @@
+{
+    "best_val_loss": 0.41891026493140116,
+    "epoch": [
+        0
+    ],
+    "train_loss": [
+        0.6153255529510426
+    ],
+    "val_loss": [
+        0.41891026493140116
+    ]
+}

checkpoint-fold-2/sentencepiece.model

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67ce12ea4550e57af39217a75686a61695e34edbb1c9892f82f0b861d73a4482
+size 4697711

checkpoint-fold-2/special_tokens_map.json

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

checkpoint-fold-2/tokenizer_config.json

@@ -0,0 +1 @@
+{"do_lower_case": false, "remove_space": true, "keep_accents": true, "bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": {"content": "[MASK]", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "model_max_length": 256, "special_tokens_map_file": "SauravMaheshkar/rembert-maxseq-400-docstride-128-chaii/checkpoint-fold-2/special_tokens_map.json", "name_or_path": "google/rembert", "tokenizer_class": "RemBertTokenizer"}

checkpoint-fold-3/config.json

@@ -0,0 +1,27 @@
+{
+  "_name_or_path": "google/rembert",
+  "attention_probs_dropout_prob": 0,
+  "bos_token_id": 312,
+  "classifier_dropout_prob": 0.1,
+  "embedding_dropout_prob": 0,
+  "embedding_size": 256,
+  "eos_token_id": 313,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0,
+  "hidden_size": 1152,
+  "initializer_range": 0.02,
+  "input_embedding_size": 256,
+  "intermediate_size": 4608,
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "rembert",
+  "num_attention_heads": 18,
+  "num_hidden_layers": 32,
+  "output_embedding_size": 1664,
+  "pad_token_id": 0,
+  "tie_word_embeddings": false,
+  "transformers_version": "4.11.3",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 250300
+}

checkpoint-fold-3/pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b378437677b9f418070ce20bf93b95f694cb5cc126aa36cdc5af07911998a31e
+size 2303917083

checkpoint-fold-3/result_dict.json

@@ -0,0 +1,12 @@
+{
+    "best_val_loss": 0.4171063236170767,
+    "epoch": [
+        0
+    ],
+    "train_loss": [
+        0.6352067099583916
+    ],
+    "val_loss": [
+        0.4171063236170767
+    ]
+}

checkpoint-fold-3/sentencepiece.model

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67ce12ea4550e57af39217a75686a61695e34edbb1c9892f82f0b861d73a4482
+size 4697711

checkpoint-fold-3/special_tokens_map.json

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

checkpoint-fold-3/tokenizer_config.json

@@ -0,0 +1 @@
+{"do_lower_case": false, "remove_space": true, "keep_accents": true, "bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": {"content": "[MASK]", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "model_max_length": 256, "special_tokens_map_file": "SauravMaheshkar/rembert-maxseq-400-docstride-128-chaii/checkpoint-fold-3/special_tokens_map.json", "name_or_path": "google/rembert", "tokenizer_class": "RemBertTokenizer"}