End of training

README.md

@@ -0,0 +1,75 @@
+---
+license: apache-2.0
+base_model: bert-base-uncased
+tags:
+- generated_from_trainer
+metrics:
+- precision
+- recall
+- accuracy
+- f1
+model-index:
+- name: bert-base-phia-secondhandDescription-1000
+  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-phia-secondhandDescription-1000
+
+This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.9318
+- Precision: 0.8414
+- Recall: 0.8311
+- Accuracy: 0.8311
+- F1: 0.8306
+
+## 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: 10
+- eval_batch_size: 10
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 10
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | Accuracy | F1     |
+|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:--------:|:------:|
+| No log        | 1.0   | 84   | 1.4608          | 0.7781    | 0.6824 | 0.6824   | 0.6766 |
+| No log        | 2.0   | 168  | 0.7149          | 0.8298    | 0.8176 | 0.8176   | 0.8185 |
+| 1.4174        | 3.0   | 252  | 0.6704          | 0.8229    | 0.8041 | 0.8041   | 0.8036 |
+| 1.4174        | 4.0   | 336  | 0.8298          | 0.8359    | 0.7973 | 0.7973   | 0.7974 |
+| 0.2952        | 5.0   | 420  | 0.7800          | 0.8525    | 0.8311 | 0.8311   | 0.8305 |
+| 0.2952        | 6.0   | 504  | 0.8365          | 0.8464    | 0.8311 | 0.8311   | 0.8312 |
+| 0.2952        | 7.0   | 588  | 0.9032          | 0.8309    | 0.8176 | 0.8176   | 0.8184 |
+| 0.0537        | 8.0   | 672  | 0.8952          | 0.8337    | 0.8243 | 0.8243   | 0.8237 |
+| 0.0537        | 9.0   | 756  | 0.9206          | 0.8414    | 0.8311 | 0.8311   | 0.8306 |
+| 0.0243        | 10.0  | 840  | 0.9318          | 0.8414    | 0.8311 | 0.8311   | 0.8306 |
+
+
+### Framework versions
+
+- Transformers 4.42.3
+- Pytorch 2.3.1
+- Datasets 2.20.0
+- Tokenizers 0.19.1

logs/events.out.tfevents.1720020332.Daniels-MBP.lan

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:41f225cd282db383d9f9810db38d6a35ead260c291cf9ccff3827b639d2f709f
-size 10394
+oid sha256:67ea2cf04d7108f785f161a4cf770f2ee1559fd91439057216d6eec9027b5a2c
+size 11220

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9e91eed623b6d6704dcd3b1e021c39572eff93fcd8ae109fcf0020b1e94fb1d6
+oid sha256:b67417e39b51047a85c7f0d78baf51645e7683b6b1169c6ffab370fb429ef1ba
 size 437986332

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 +1,55 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "100": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "101": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "102": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "103": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}