Upload 13 files

README.md

@@ -0,0 +1,55 @@
+---
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: bert-base-spanish-wwm-uncased
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# bert-base-spanish-wwm-uncased
+
+This model is a fine-tuned version of [../models/bert-base-spanish-wwm-uncased/bert-base-spanish-wwm-uncased](https://huggingface.co/../models/bert-base-spanish-wwm-uncased/bert-base-spanish-wwm-uncased) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.0626
+- Accuracy: 0.7533
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 5e-05
+- train_batch_size: 16
+- eval_batch_size: 16
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 3.0
+
+### Training results
+
+
+
+### Framework versions
+
+- Transformers 4.26.0
+- Pytorch 1.13.0.dev20220616
+- Datasets 2.8.0
+- Tokenizers 0.13.2

all_results.json

@@ -0,0 +1,15 @@
+{
+    "epoch": 3.0,
+    "eval_accuracy": 0.7532697616729265,
+    "eval_loss": 1.0625758171081543,
+    "eval_runtime": 3688.9785,
+    "eval_samples": 459064,
+    "eval_samples_per_second": 124.442,
+    "eval_steps_per_second": 7.778,
+    "perplexity": 2.8938153365651584,
+    "train_loss": 0.9585861873120558,
+    "train_runtime": 247104.2719,
+    "train_samples": 4229573,
+    "train_samples_per_second": 51.35,
+    "train_steps_per_second": 3.209
+}

config.json

@@ -0,0 +1,27 @@
+{
+  "_name_or_path": "../models/bert-base-spanish-wwm-uncased/bert-base-spanish-wwm-uncased",
+  "architectures": [
+    "BertForMaskedLM"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "output_past": true,
+  "pad_token_id": 1,
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.26.0",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 31002
+}

eval_results.json

@@ -0,0 +1,10 @@
+{
+    "epoch": 3.0,
+    "eval_accuracy": 0.7532697616729265,
+    "eval_loss": 1.0625758171081543,
+    "eval_runtime": 3688.9785,
+    "eval_samples": 459064,
+    "eval_samples_per_second": 124.442,
+    "eval_steps_per_second": 7.778,
+    "perplexity": 2.8938153365651584
+}

generation_config.json

@@ -0,0 +1,5 @@
+{
+  "_from_model_config": true,
+  "pad_token_id": 1,
+  "transformers_version": "4.26.0"
+}

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37397ab3a19c6ed5c4fb006d4c547f6496aff4036435682a39f6110c01e69152
+size 439605291

special_tokens_map.json

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

tokenizer_config.json

@@ -0,0 +1,16 @@
+{
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "name_or_path": "../models/bert-base-spanish-wwm-uncased/bert-base-spanish-wwm-uncased",
+  "never_split": null,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "special_tokens_map_file": "../models/bert-base-spanish-wwm-uncased/bert-base-spanish-wwm-uncased/special_tokens_map.json",
+  "strip_accents": false,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

train_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 3.0,
+    "train_loss": 0.9585861873120558,
+    "train_runtime": 247104.2719,
+    "train_samples": 4229573,
+    "train_samples_per_second": 51.35,
+    "train_steps_per_second": 3.209
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3217c014ca15abae408e83c457aceed1591439a752ed02580992b322c01914b9
+size 3631