Training Completed!!

README.md

@@ -0,0 +1,61 @@
+---
+base_model: google/pegasus-cnn_dailymail
+tags:
+- generated_from_trainer
+datasets:
+- samsum
+model-index:
+- name: pegasus-samsum
+  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. -->
+
+# pegasus-samsum
+
+This model is a fine-tuned version of [google/pegasus-cnn_dailymail](https://huggingface.co/google/pegasus-cnn_dailymail) on the samsum dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.4880
+
+## 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: 1
+- eval_batch_size: 1
+- seed: 42
+- gradient_accumulation_steps: 16
+- total_train_batch_size: 16
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 500
+- num_epochs: 1
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 1.6315        | 0.54  | 500  | 1.4880          |
+
+
+### Framework versions
+
+- Transformers 4.33.3
+- Pytorch 2.0.1+cu118
+- Datasets 2.14.5
+- Tokenizers 0.13.3

config.json

@@ -0,0 +1,55 @@
+{
+  "_name_or_path": "google/pegasus-cnn_dailymail",
+  "activation_dropout": 0.1,
+  "activation_function": "relu",
+  "add_bias_logits": false,
+  "add_final_layer_norm": true,
+  "architectures": [
+    "PegasusForConditionalGeneration"
+  ],
+  "attention_dropout": 0.1,
+  "bos_token_id": 0,
+  "classif_dropout": 0.0,
+  "d_model": 1024,
+  "decoder_attention_heads": 16,
+  "decoder_ffn_dim": 4096,
+  "decoder_layerdrop": 0.0,
+  "decoder_layers": 16,
+  "decoder_start_token_id": 0,
+  "dropout": 0.1,
+  "encoder_attention_heads": 16,
+  "encoder_ffn_dim": 4096,
+  "encoder_layerdrop": 0.0,
+  "encoder_layers": 16,
+  "eos_token_id": 1,
+  "extra_pos_embeddings": 1,
+  "forced_eos_token_id": 1,
+  "id2label": {
+    "0": "LABEL_0",
+    "1": "LABEL_1",
+    "2": "LABEL_2"
+  },
+  "init_std": 0.02,
+  "is_encoder_decoder": true,
+  "label2id": {
+    "LABEL_0": 0,
+    "LABEL_1": 1,
+    "LABEL_2": 2
+  },
+  "length_penalty": 0.8,
+  "max_length": 128,
+  "max_position_embeddings": 1024,
+  "min_length": 32,
+  "model_type": "pegasus",
+  "normalize_before": true,
+  "normalize_embedding": false,
+  "num_beams": 8,
+  "num_hidden_layers": 16,
+  "pad_token_id": 0,
+  "scale_embedding": true,
+  "static_position_embeddings": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.33.3",
+  "use_cache": true,
+  "vocab_size": 96103
+}

generation_config.json

@@ -0,0 +1,13 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 0,
+  "decoder_start_token_id": 0,
+  "eos_token_id": 1,
+  "forced_eos_token_id": 1,
+  "length_penalty": 0.8,
+  "max_length": 128,
+  "min_length": 32,
+  "num_beams": 8,
+  "pad_token_id": 0,
+  "transformers_version": "4.33.3"
+}

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:015f679ab247d7a845263b2d6979a5c48fee74d234b9cf3718c20ac6fee9f19e
+size 2283804653

special_tokens_map.json

@@ -0,0 +1,110 @@
+{
+  "additional_special_tokens": [
+    "<mask_1>",
+    "<unk_2>",
+    "<unk_3>",
+    "<unk_4>",
+    "<unk_5>",
+    "<unk_6>",
+    "<unk_7>",
+    "<unk_8>",
+    "<unk_9>",
+    "<unk_10>",
+    "<unk_11>",
+    "<unk_12>",
+    "<unk_13>",
+    "<unk_14>",
+    "<unk_15>",
+    "<unk_16>",
+    "<unk_17>",
+    "<unk_18>",
+    "<unk_19>",
+    "<unk_20>",
+    "<unk_21>",
+    "<unk_22>",
+    "<unk_23>",
+    "<unk_24>",
+    "<unk_25>",
+    "<unk_26>",
+    "<unk_27>",
+    "<unk_28>",
+    "<unk_29>",
+    "<unk_30>",
+    "<unk_31>",
+    "<unk_32>",
+    "<unk_33>",
+    "<unk_34>",
+    "<unk_35>",
+    "<unk_36>",
+    "<unk_37>",
+    "<unk_38>",
+    "<unk_39>",
+    "<unk_40>",
+    "<unk_41>",
+    "<unk_42>",
+    "<unk_43>",
+    "<unk_44>",
+    "<unk_45>",
+    "<unk_46>",
+    "<unk_47>",
+    "<unk_48>",
+    "<unk_49>",
+    "<unk_50>",
+    "<unk_51>",
+    "<unk_52>",
+    "<unk_53>",
+    "<unk_54>",
+    "<unk_55>",
+    "<unk_56>",
+    "<unk_57>",
+    "<unk_58>",
+    "<unk_59>",
+    "<unk_60>",
+    "<unk_61>",
+    "<unk_62>",
+    "<unk_63>",
+    "<unk_64>",
+    "<unk_65>",
+    "<unk_66>",
+    "<unk_67>",
+    "<unk_68>",
+    "<unk_69>",
+    "<unk_70>",
+    "<unk_71>",
+    "<unk_72>",
+    "<unk_73>",
+    "<unk_74>",
+    "<unk_75>",
+    "<unk_76>",
+    "<unk_77>",
+    "<unk_78>",
+    "<unk_79>",
+    "<unk_80>",
+    "<unk_81>",
+    "<unk_82>",
+    "<unk_83>",
+    "<unk_84>",
+    "<unk_85>",
+    "<unk_86>",
+    "<unk_87>",
+    "<unk_88>",
+    "<unk_89>",
+    "<unk_90>",
+    "<unk_91>",
+    "<unk_92>",
+    "<unk_93>",
+    "<unk_94>",
+    "<unk_95>",
+    "<unk_96>",
+    "<unk_97>",
+    "<unk_98>",
+    "<unk_99>",
+    "<unk_100>",
+    "<unk_101>",
+    "<unk_102>"
+  ],
+  "eos_token": "</s>",
+  "mask_token": "<mask_2>",
+  "pad_token": "<pad>",
+  "unk_token": "<unk>"
+}

spiece.model

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0015189ef36359283fec8b93cf6d9ce51bca37eb1101defc68a53b394913b96c
+size 1912529

tokenizer_config.json

@@ -0,0 +1,117 @@
+{
+  "additional_special_tokens": [
+    "<mask_1>",
+    "<unk_2>",
+    "<unk_3>",
+    "<unk_4>",
+    "<unk_5>",
+    "<unk_6>",
+    "<unk_7>",
+    "<unk_8>",
+    "<unk_9>",
+    "<unk_10>",
+    "<unk_11>",
+    "<unk_12>",
+    "<unk_13>",
+    "<unk_14>",
+    "<unk_15>",
+    "<unk_16>",
+    "<unk_17>",
+    "<unk_18>",
+    "<unk_19>",
+    "<unk_20>",
+    "<unk_21>",
+    "<unk_22>",
+    "<unk_23>",
+    "<unk_24>",
+    "<unk_25>",
+    "<unk_26>",
+    "<unk_27>",
+    "<unk_28>",
+    "<unk_29>",
+    "<unk_30>",
+    "<unk_31>",
+    "<unk_32>",
+    "<unk_33>",
+    "<unk_34>",
+    "<unk_35>",
+    "<unk_36>",
+    "<unk_37>",
+    "<unk_38>",
+    "<unk_39>",
+    "<unk_40>",
+    "<unk_41>",
+    "<unk_42>",
+    "<unk_43>",
+    "<unk_44>",
+    "<unk_45>",
+    "<unk_46>",
+    "<unk_47>",
+    "<unk_48>",
+    "<unk_49>",
+    "<unk_50>",
+    "<unk_51>",
+    "<unk_52>",
+    "<unk_53>",
+    "<unk_54>",
+    "<unk_55>",
+    "<unk_56>",
+    "<unk_57>",
+    "<unk_58>",
+    "<unk_59>",
+    "<unk_60>",
+    "<unk_61>",
+    "<unk_62>",
+    "<unk_63>",
+    "<unk_64>",
+    "<unk_65>",
+    "<unk_66>",
+    "<unk_67>",
+    "<unk_68>",
+    "<unk_69>",
+    "<unk_70>",
+    "<unk_71>",
+    "<unk_72>",
+    "<unk_73>",
+    "<unk_74>",
+    "<unk_75>",
+    "<unk_76>",
+    "<unk_77>",
+    "<unk_78>",
+    "<unk_79>",
+    "<unk_80>",
+    "<unk_81>",
+    "<unk_82>",
+    "<unk_83>",
+    "<unk_84>",
+    "<unk_85>",
+    "<unk_86>",
+    "<unk_87>",
+    "<unk_88>",
+    "<unk_89>",
+    "<unk_90>",
+    "<unk_91>",
+    "<unk_92>",
+    "<unk_93>",
+    "<unk_94>",
+    "<unk_95>",
+    "<unk_96>",
+    "<unk_97>",
+    "<unk_98>",
+    "<unk_99>",
+    "<unk_100>",
+    "<unk_101>",
+    "<unk_102>"
+  ],
+  "clean_up_tokenization_spaces": true,
+  "eos_token": "</s>",
+  "full_tokenizer_file": null,
+  "mask_token": "<mask_2>",
+  "mask_token_sent": "<mask_1>",
+  "model_max_length": 1024,
+  "offset": 103,
+  "pad_token": "<pad>",
+  "sp_model_kwargs": {},
+  "tokenizer_class": "PegasusTokenizer",
+  "unk_token": "<unk>"
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a442900f8b9b245155a5e1c821654b541b9eca1dcc4250c8f4148d25424b0b6a
+size 4027