Training complete

README.md

@@ -0,0 +1,68 @@
+---
+license: apache-2.0
+base_model: distilbert/distilbert-base-cased
+tags:
+- generated_from_trainer
+metrics:
+- precision
+- recall
+- f1
+- accuracy
+model-index:
+- name: test_NER
+  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. -->
+
+# test_NER
+
+This model is a fine-tuned version of [distilbert/distilbert-base-cased](https://huggingface.co/distilbert/distilbert-base-cased) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.2793
+- Precision: 0.4818
+- Recall: 0.4545
+- F1: 0.4678
+- Accuracy: 0.9147
+
+## 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: 2e-05
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 3
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1     | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
+| No log        | 1.0   | 56   | 0.3638          | 0.1818    | 0.0034 | 0.0067 | 0.8765   |
+| No log        | 2.0   | 112  | 0.2939          | 0.4912    | 0.4322 | 0.4599 | 0.9120   |
+| No log        | 3.0   | 168  | 0.2793          | 0.4818    | 0.4545 | 0.4678 | 0.9147   |
+
+
+### Framework versions
+
+- Transformers 4.38.2
+- Pytorch 2.0.0+cu117
+- Datasets 2.18.0
+- Tokenizers 0.15.2

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:13b75adc597052602ea78c17c551b7cbe68419d3c0f9708fc3d3389ad6677bf7
+oid sha256:6e746a9c70a862b1742f9ede9d42d5100bca48a9d6098d8110bf5c5d279faa13
 size 260797516