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_NCS
+  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_NCS
+
+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: 0.4472
+- F1-score: 0.8111
+
+## 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: 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: 10
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | F1-score |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 0.493         | 1.0   | 504  | 0.4472          | 0.8111   |
+| 0.349         | 2.0   | 1008 | 0.5058          | 0.8008   |
+| 0.1692        | 3.0   | 1512 | 0.8419          | 0.7978   |
+| 0.0965        | 4.0   | 2016 | 1.2206          | 0.7873   |
+| 0.0318        | 5.0   | 2520 | 1.5007          | 0.7884   |
+| 0.0193        | 6.0   | 3024 | 1.6686          | 0.7958   |
+| 0.0085        | 7.0   | 3528 | 1.8701          | 0.7901   |
+| 0.0075        | 8.0   | 4032 | 1.8387          | 0.7957   |
+| 0.0057        | 9.0   | 4536 | 1.8554          | 0.7996   |
+| 0.0006        | 10.0  | 5040 | 1.8654          | 0.7999   |
+
+
+### Framework versions
+
+- Transformers 4.41.2
+- Pytorch 2.3.0+cu121
+- Datasets 2.20.0
+- Tokenizers 0.19.1

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runs/Jul05_07-53-01_28098a3c291d/events.out.tfevents.1720177746.28098a3c291d.963.1

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