Model save

README.md

@@ -0,0 +1,70 @@
+---
+license: apache-2.0
+base_model: facebook/bart-base
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: bart-base-finetuned-BBC
+  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. -->
+
+# bart-base-finetuned-BBC
+
+This model is a fine-tuned version of [facebook/bart-base](https://huggingface.co/facebook/bart-base) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.2173
+- Rouge1: 0.169
+- Rouge2: 0.1419
+- Rougel: 0.1624
+- Rougelsum: 0.1651
+
+## 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: 5.6e-05
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 8
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|
+| 1.0798        | 1.0   | 7    | 0.4261          | 0.1312 | 0.0749 | 0.0947 | 0.0967    |
+| 0.4858        | 2.0   | 14   | 0.2775          | 0.1419 | 0.1037 | 0.1285 | 0.1288    |
+| 0.3719        | 3.0   | 21   | 0.2435          | 0.16   | 0.1307 | 0.151  | 0.1523    |
+| 0.298         | 4.0   | 28   | 0.2311          | 0.1619 | 0.1292 | 0.1527 | 0.1554    |
+| 0.2607        | 5.0   | 35   | 0.2318          | 0.1593 | 0.1259 | 0.1493 | 0.1526    |
+| 0.2276        | 6.0   | 42   | 0.2211          | 0.1566 | 0.1259 | 0.1479 | 0.151     |
+| 0.2173        | 7.0   | 49   | 0.2177          | 0.169  | 0.1419 | 0.1624 | 0.1651    |
+| 0.1801        | 8.0   | 56   | 0.2173          | 0.169  | 0.1419 | 0.1624 | 0.1651    |
+
+
+### Framework versions
+
+- Transformers 4.40.1
+- Pytorch 2.2.1+cu121
+- Datasets 2.19.0
+- Tokenizers 0.19.1

config.json

@@ -69,7 +69,7 @@
     }
   },
   "torch_dtype": "float32",
-  "transformers_version": "4.30.2",
+  "transformers_version": "4.40.1",
   "use_cache": true,
   "vocab_size": 50265
 }

generation_config.json

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+{
+  "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": "4.40.1"
+}

model.safetensors

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runs/Apr28_03-28-28_2458b2b7b46d/events.out.tfevents.1714274909.2458b2b7b46d.4428.1

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runs/Apr28_04-05-29_2458b2b7b46d/events.out.tfevents.1714277129.2458b2b7b46d.4428.3

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special_tokens_map.json

@@ -5,7 +5,7 @@
   "mask_token": {
     "content": "<mask>",
     "lstrip": true,
-    "normalized": false,
+    "normalized": true,
     "rstrip": false,
     "single_word": false
   },

tokenizer.json

@@ -14,7 +14,7 @@
       "single_word": false,
       "lstrip": false,
       "rstrip": false,
-      "normalized": false,
+      "normalized": true,
       "special": true
     },
     {
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       "single_word": false,
       "lstrip": false,
       "rstrip": false,
-      "normalized": false,
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       "single_word": false,
       "lstrip": false,
       "rstrip": false,
-      "normalized": false,
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       "single_word": false,
       "lstrip": false,
       "rstrip": false,
-      "normalized": false,
+      "normalized": true,
       "special": true
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     {
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       "single_word": false,
       "lstrip": true,
       "rstrip": false,
-      "normalized": false,
+      "normalized": true,
       "special": true
     }
   ],
@@ -88,6 +88,7 @@
     "end_of_word_suffix": "",
     "fuse_unk": false,
     "byte_fallback": false,
+    "ignore_merges": false,
     "vocab": {
       "<s>": 0,
       "<pad>": 1,

tokenizer_config.json

@@ -1,12 +1,54 @@
 {
   "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+      "content": "</s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+    "3": {
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+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+      "content": "<mask>",
+      "lstrip": true,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
   "bos_token": "<s>",
   "clean_up_tokenization_spaces": true,
   "cls_token": "<s>",
   "eos_token": "</s>",
   "errors": "replace",
   "mask_token": "<mask>",
-  "model_max_length": 1024,
+  "model_max_length": 1000000000000000019884624838656,
   "pad_token": "<pad>",
   "sep_token": "</s>",
   "tokenizer_class": "BartTokenizer",

training_args.bin

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