Fine tunnig with 1.5k

README.md

@@ -0,0 +1,66 @@
+---
+license: mit
+base_model: facebook/bart-large-cnn
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: tidy-tab-model-bart-large-cnn
+  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. -->
+
+# tidy-tab-model-bart-large-cnn
+
+This model is a fine-tuned version of [facebook/bart-large-cnn](https://huggingface.co/facebook/bart-large-cnn) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.5251
+- Rouge1: 0.1756
+- Rouge2: 0.106
+- Rougel: 0.1736
+- Rougelsum: 0.1739
+- Gen Len: 57.7607
+
+## 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: 4e-05
+- train_batch_size: 32
+- eval_batch_size: 32
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 24
+
+### Training results
+
+| Training Loss | Epoch   | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
+|:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
+| 0.0787        | 7.5758  | 500  | 2.4807          | 0.1848 | 0.1066 | 0.1798 | 0.18      | 57.5385 |
+| 0.0293        | 15.1515 | 1000 | 2.1823          | 0.1619 | 0.0957 | 0.1594 | 0.1594    | 57.7521 |
+| 0.0072        | 22.7273 | 1500 | 2.5251          | 0.1756 | 0.106  | 0.1736 | 0.1739    | 57.7607 |
+
+
+### Framework versions
+
+- Transformers 4.41.2
+- Pytorch 2.3.0+cu121
+- Datasets 2.20.0
+- Tokenizers 0.19.1

generation_config.json

@@ -0,0 +1,15 @@
+{
+  "bos_token_id": 0,
+  "decoder_start_token_id": 2,
+  "early_stopping": true,
+  "eos_token_id": 2,
+  "forced_bos_token_id": 0,
+  "forced_eos_token_id": 2,
+  "length_penalty": 2.0,
+  "max_length": 142,
+  "min_length": 56,
+  "no_repeat_ngram_size": 3,
+  "num_beams": 4,
+  "pad_token_id": 1,
+  "transformers_version": "4.41.2"
+}

runs/Jul09_17-15-37_c5eadc05cc54/events.out.tfevents.1720545338.c5eadc05cc54.3138.8

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:58f03ad312f89e5ddcb37766c619d2ec810ba6a4b3d62e82539784369d8504b7
-size 7495
+oid sha256:9807428cd9d73c78c763213f3db302f128af704526a38a4caf1293f9a7cacf10
+size 8585