bart_summarisation

README.md

@@ -0,0 +1,65 @@
+---
+license: apache-2.0
+base_model: slauw87/bart_summarisation
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: bart_summarisation
+  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_summarisation
+
+This model is a fine-tuned version of [slauw87/bart_summarisation](https://huggingface.co/slauw87/bart_summarisation) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.9189
+- Rouge1: 0.3009
+- Rouge2: 0.1043
+- Rougel: 0.211
+- Rougelsum: 0.2108
+- Gen Len: 67.473
+
+## 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: 16
+- eval_batch_size: 1
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 2
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
+| No log        | 1.0   | 313  | 1.8971          | 0.2972 | 0.1024 | 0.2092 | 0.209     | 67.394  |
+| 2.2319        | 2.0   | 626  | 1.9189          | 0.3009 | 0.1043 | 0.211  | 0.2108    | 67.473  |
+
+
+### Framework versions
+
+- Transformers 4.35.2
+- Pytorch 2.1.1+cpu
+- Datasets 2.15.0
+- Tokenizers 0.15.0

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,
+  "length_penalty": 2.0,
+  "max_length": 142,
+  "min_length": 56,
+  "no_repeat_ngram_size": 3,
+  "num_beams": 4,
+  "pad_token_id": 1,
+  "transformers_version": "4.35.2"
+}

model.safetensors

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 version https://git-lfs.github.com/spec/v1
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+oid sha256:76111e231254d18582bdc809aaaafdd11c639db7c21c11237b29ca7e1523fb6f
 size 1625426996

tokenizer.json

@@ -1,11 +1,6 @@
 {
   "version": "1.0",
-  "truncation": {
-    "direction": "Right",
-    "max_length": 128,
-    "strategy": "LongestFirst",
-    "stride": 0
-  },
+  "truncation": null,
   "padding": null,
   "added_tokens": [
     {