End of training

README.md

@@ -0,0 +1,68 @@
+---
+library_name: transformers
+license: mit
+base_model: KennethEnevoldsen/dfm-sentence-encoder-large
+tags:
+- generated_from_trainer
+model-index:
+- name: dfm_ED3
+  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_ED3
+
+This model is a fine-tuned version of [KennethEnevoldsen/dfm-sentence-encoder-large](https://huggingface.co/KennethEnevoldsen/dfm-sentence-encoder-large) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.4093
+- F1-score: 0.9174
+
+## 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 |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| No log        | 1.0   | 69   | 0.6188          | 0.7853   |
+| No log        | 2.0   | 138  | 0.5757          | 0.8835   |
+| No log        | 3.0   | 207  | 0.4093          | 0.9174   |
+| No log        | 4.0   | 276  | 0.6598          | 0.8934   |
+| No log        | 5.0   | 345  | 0.7089          | 0.9096   |
+| No log        | 6.0   | 414  | 0.6522          | 0.9096   |
+| No log        | 7.0   | 483  | 0.6856          | 0.9096   |
+| 0.1214        | 8.0   | 552  | 0.6935          | 0.9096   |
+| 0.1214        | 9.0   | 621  | 0.6891          | 0.9096   |
+| 0.1214        | 10.0  | 690  | 0.6906          | 0.9096   |
+
+
+### Framework versions
+
+- Transformers 4.44.2
+- Pytorch 2.4.0+cu121
+- Datasets 2.21.0
+- Tokenizers 0.19.1

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8d9d759b8b9b93fca8236e6c96cb0a070700ece750b5f1b47076961a665a0518
+oid sha256:a177691c3367b494b19eebaf3cce47169f414d0dd2704ca8a297a7305d0c074f
 size 1420408800

runs/Sep11_12-55-31_f010026f16db/events.out.tfevents.1726059357.f010026f16db.623.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:368be2827f92bf6d91b75201909c413632aa344de1d740c18077cf389234e276
-size 8523
+oid sha256:0e20a8df17f497ac2c06ddeabbf40e1ab943441b1a041eb7080a3f225439e01e
+size 8877

runs/Sep11_12-55-31_f010026f16db/events.out.tfevents.1726060619.f010026f16db.623.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5380353e390d4adc51b3e9b837e58aa5c63f95a623afaccd02b87b6bfa04f6b
+size 411