End of training

README.md

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+---
+base_model: KennethEnevoldsen/dfm-sentence-encoder-large-exp2-no-lang-align
+tags:
+- generated_from_trainer
+model-index:
+- name: dfm_ND
+  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. -->
+
+# dfm_ND
+
+This model is a fine-tuned version of [KennethEnevoldsen/dfm-sentence-encoder-large-exp2-no-lang-align](https://huggingface.co/KennethEnevoldsen/dfm-sentence-encoder-large-exp2-no-lang-align) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.1062
+- F1-score: 0.9886
+
+## 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: 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: 10
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | F1-score |
+|:-------------:|:-----:|:-----:|:---------------:|:--------:|
+| 0.3693        | 1.0   | 1057  | 0.5857          | 0.7432   |
+| 0.1394        | 2.0   | 2114  | 0.1865          | 0.9538   |
+| 0.0763        | 3.0   | 3171  | 0.2028          | 0.9537   |
+| 0.0321        | 4.0   | 4228  | 0.1507          | 0.9759   |
+| 0.0262        | 5.0   | 5285  | 0.1757          | 0.9752   |
+| 0.0187        | 6.0   | 6342  | 0.1567          | 0.9786   |
+| 0.0145        | 7.0   | 7399  | 0.1145          | 0.9846   |
+| 0.002         | 8.0   | 8456  | 0.1090          | 0.9873   |
+| 0.0039        | 9.0   | 9513  | 0.1237          | 0.9866   |
+| 0.0036        | 10.0  | 10570 | 0.1062          | 0.9886   |
+
+
+### Framework versions
+
+- Transformers 4.41.2
+- Pytorch 2.3.0+cu121
+- Datasets 2.19.2
+- Tokenizers 0.19.1

runs/Jun12_09-17-19_b5487d1314f9/events.out.tfevents.1718195746.b5487d1314f9.813.3

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