End of training

README.md

@@ -0,0 +1,68 @@
+---
+license: apache-2.0
+base_model: facebook/bart-large
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: LLM_Teached_Bart_FromScratch
+  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. -->
+
+# LLM_Teached_Bart_FromScratch
+
+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: 1.6002
+- Rouge1: 0.376
+- Rouge2: 0.1761
+- Rougel: 0.3162
+- Rougelsum: 0.3164
+- Gen Len: 19.9727
+
+## 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: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 4
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
+| 1.9261        | 1.0   | 625  | 1.6434          | 0.3774 | 0.1807 | 0.3183 | 0.3183    | 19.9727 |
+| 1.6357        | 2.0   | 1250 | 1.6092          | 0.3717 | 0.1723 | 0.3096 | 0.3095    | 19.9727 |
+| 1.4818        | 3.0   | 1875 | 1.5919          | 0.3814 | 0.1792 | 0.3174 | 0.3173    | 19.9727 |
+| 1.2611        | 4.0   | 2500 | 1.6002          | 0.376  | 0.1761 | 0.3162 | 0.3164    | 19.9727 |
+
+
+### Framework versions
+
+- Transformers 4.36.0
+- Pytorch 2.0.1+cu117
+- Datasets 2.14.5
+- Tokenizers 0.15.0

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": "4.36.0"
+}

runs/Dec14_11-04-11_mgrqu6ctr1702517804785-49zpx/events.out.tfevents.1702523059.mgrqu6ctr1702517804785-49zpx.5393.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ad8ad2a6d9603246d5d1d3199833c19146ae6cd8fbe4f9f6c83964c978208c2b
-size 7900
+oid sha256:20c5d9da0ee30a716dc0f9cb9ed0eb255048de3fca76d88ec90181e7081442ea
+size 8779