End of training

README.md

@@ -1,9 +1,11 @@
 ---
 library_name: transformers
 license: apache-2.0
-base_model: facebook/bart-base
+base_model: sshleifer/distilbart-cnn-12-6
 tags:
 - generated_from_trainer
+metrics:
+- rouge
 model-index:
 - name: cleaned_ds
   results: []
@@ -14,7 +16,14 @@ should probably proofread and complete it, then remove this comment. -->
 
 # cleaned_ds
 
-This model is a fine-tuned version of [facebook/bart-base](https://huggingface.co/facebook/bart-base) on an unknown dataset.
+This model is a fine-tuned version of [sshleifer/distilbart-cnn-12-6](https://huggingface.co/sshleifer/distilbart-cnn-12-6) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 4.2803
+- Rouge1: 0.2705
+- Rouge2: 0.0363
+- Rougel: 0.1609
+- Rougelsum: 0.1609
+- Generated Length: 113.0
 
 ## Model description
 
@@ -39,11 +48,21 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 1
+- num_epochs: 3
 - mixed_precision_training: Native AMP
 
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Generated Length |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:----------------:|
+| No log        | 1.0   | 1    | 4.5060          | 0.2826 | 0.0384 | 0.1694 | 0.1694    | 95.0             |
+| No log        | 2.0   | 2    | 4.3368          | 0.2832 | 0.0333 | 0.1701 | 0.1701    | 82.0             |
+| No log        | 3.0   | 3    | 4.2803          | 0.2705 | 0.0363 | 0.1609 | 0.1609    | 113.0            |
+
+
 ### Framework versions
 
 - Transformers 4.44.2
 - Pytorch 2.4.1+cu121
+- Datasets 3.0.1
 - Tokenizers 0.19.1

generation_config.json

@@ -5,6 +5,9 @@
   "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,

runs/Oct03_02-19-24_4affa7904f21/events.out.tfevents.1727921966.4affa7904f21.169.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d4f9a4c8baf36aa4ece9a2325a12615be74194ad91db626454f06f1f7cc87995
-size 7292
+oid sha256:ec8db7e358f80b808245106842b75a20b2319b96b3821e03f73271c3e4dcc3ae
+size 8164