End of training

README.md

@@ -0,0 +1,67 @@
+---
+license: apache-2.0
+base_model: facebook/bart-large
+tags:
+- generated_from_trainer
+metrics:
+- bleu
+model-index:
+- name: emnlp_test_9clusters_msmarco_bart_large_200k
+  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. -->
+
+# emnlp_test_9clusters_msmarco_bart_large_200k
+
+This model is a fine-tuned version of [facebook/bart-large](https://huggingface.co/facebook/bart-large) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.6447
+- Bleu: 77.0949
+- Gen Len: 10.5172
+
+## 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: 128
+- eval_batch_size: 128
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 6
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Bleu    | Gen Len |
+|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
+| 1.8802        | 1.0   | 1250 | 1.1652          | 53.9226 | 10.7576 |
+| 0.8808        | 2.0   | 2500 | 0.8230          | 68.163  | 10.5673 |
+| 0.6896        | 3.0   | 3750 | 0.7116          | 73.3521 | 10.6162 |
+| 0.5654        | 4.0   | 5000 | 0.7829          | 75.4941 | 10.449  |
+| 0.5079        | 5.0   | 6250 | 0.6514          | 76.6795 | 10.5106 |
+| 0.4738        | 6.0   | 7500 | 0.6447          | 77.0949 | 10.5172 |
+
+
+### Framework versions
+
+- Transformers 4.41.2
+- Pytorch 2.3.0+cu121
+- Datasets 2.20.0
+- Tokenizers 0.19.1

generation_config.json

@@ -0,0 +1,12 @@
+{
+  "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,
+  "no_repeat_ngram_size": 3,
+  "num_beams": 4,
+  "pad_token_id": 1,
+  "transformers_version": "4.41.2"
+}