End of training

README.md

@@ -0,0 +1,61 @@
+---
+base_model: daniel-gordon/bioBERT-finetuned-financial-phrasebank
+tags:
+- generated_from_trainer
+metrics:
+- f1
+model-index:
+- name: bioBERT-finetuned-biopharma-dive
+  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. -->
+
+# bioBERT-finetuned-biopharma-dive
+
+This model is a fine-tuned version of [daniel-gordon/bioBERT-finetuned-financial-phrasebank](https://huggingface.co/daniel-gordon/bioBERT-finetuned-financial-phrasebank) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.9018
+- F1: 0.6009
+
+## 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: 3
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | F1     |
+|:-------------:|:-----:|:----:|:---------------:|:------:|
+| No log        | 1.0   | 110  | 0.9018          | 0.6009 |
+| No log        | 2.0   | 220  | 0.9249          | 0.5851 |
+| No log        | 3.0   | 330  | 1.0173          | 0.5835 |
+
+
+### Framework versions
+
+- Transformers 4.35.2
+- Pytorch 2.1.0+cu118
+- Datasets 2.15.0
+- Tokenizers 0.15.0

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:10adc1378df9390c496232844bb5e0f3a6deb8e0a4e491676f0691ec25323116
+oid sha256:7ffa6e0a7feaf70194e7782c5f00186aefcc7dae7faa8b13ac7d95467f5304ae
 size 433273844

runs/Dec09_20-58-23_ce3a56262588/events.out.tfevents.1702155516.ce3a56262588.28342.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e0f911a6bf5f319ccbcfcb0faeb33a71ca379c324a104a4a8568802107ce0018
-size 5475
+oid sha256:17aea8c41d0b1cb6d2f262e77032171d885356f0e49fbadcfea4ea4a4c1f5122
+size 5829

runs/Dec09_20-58-23_ce3a56262588/events.out.tfevents.1702155701.ce3a56262588.28342.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71a85bc696c91616ce3c8e0bc4b55aa68f11fe5cd3f70cae0b5b01653ac8564d
+size 405