End of training

README.md

@@ -0,0 +1,78 @@
+---
+library_name: transformers
+license: mit
+base_model: KennethEnevoldsen/dfm-sentence-encoder-large
+tags:
+- generated_from_trainer
+model-index:
+- name: dfm_ED1
+  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_ED1
+
+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: 0.5402
+- F1-score: 0.9344
+
+## 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: 20
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | F1-score |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| No log        | 1.0   | 69   | 0.3134          | 0.9098   |
+| No log        | 2.0   | 138  | 0.4634          | 0.8843   |
+| No log        | 3.0   | 207  | 0.5135          | 0.9097   |
+| No log        | 4.0   | 276  | 0.4919          | 0.9179   |
+| No log        | 5.0   | 345  | 0.6858          | 0.8768   |
+| No log        | 6.0   | 414  | 0.8026          | 0.8843   |
+| No log        | 7.0   | 483  | 0.5402          | 0.9344   |
+| 0.156         | 8.0   | 552  | 0.6149          | 0.9180   |
+| 0.156         | 9.0   | 621  | 0.6310          | 0.9180   |
+| 0.156         | 10.0  | 690  | 0.6423          | 0.9180   |
+| 0.156         | 11.0  | 759  | 0.6514          | 0.9180   |
+| 0.156         | 12.0  | 828  | 0.6594          | 0.9180   |
+| 0.156         | 13.0  | 897  | 0.6656          | 0.9180   |
+| 0.156         | 14.0  | 966  | 0.6712          | 0.9180   |
+| 0.0           | 15.0  | 1035 | 0.6755          | 0.9180   |
+| 0.0           | 16.0  | 1104 | 0.6792          | 0.9180   |
+| 0.0           | 17.0  | 1173 | 0.6824          | 0.9180   |
+| 0.0           | 18.0  | 1242 | 0.6844          | 0.9180   |
+| 0.0           | 19.0  | 1311 | 0.6856          | 0.9180   |
+| 0.0           | 20.0  | 1380 | 0.6861          | 0.9180   |
+
+
+### 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:eb09ff941068ed6502d001d9a69d1df16b564f27376d7d8643c78335cba73f55
+oid sha256:ec462daa842494608bc41181713c732bf232e59bdb82abc4572ac76a965d2464
 size 1420404704

runs/Sep10_12-01-07_0159380eb78d/events.out.tfevents.1725969684.0159380eb78d.1698.4

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a8c30bc57ffe556ae5850c3e0526aff29ba1d44f744f7eae55bb33b8a632b31b
-size 11964
+oid sha256:66cc33a6732122bd98a59c95e0d2a5e92a466d2a540fed883c0ab431b67cff8b
+size 12318

runs/Sep10_12-01-07_0159380eb78d/events.out.tfevents.1725971781.0159380eb78d.1698.5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d3836360a6285505bf82209fa71f5c8dfa7db8638db39f0dac7fa89af6060081
+size 411