End of training

README.md

@@ -0,0 +1,69 @@
+---
+license: apache-2.0
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: flan-t5-small-botco_QA-finetuned-question-generation-context-only
+  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. -->
+
+# flan-t5-small-botco_QA-finetuned-question-generation-context-only
+
+This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.0952
+- Rouge1: 83.429
+- Rouge2: 80.1583
+- Rougel: 80.2037
+- Rougelsum: 83.2421
+- Bleu-4: 62.4017
+- Meteor: 87.7448
+- Gen Len: 45.3499
+
+## 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: 2
+- eval_batch_size: 2
+- seed: 42
+- gradient_accumulation_steps: 32
+- total_train_batch_size: 64
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 6
+- label_smoothing_factor: 0.1
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Rouge1  | Rouge2  | Rougel  | Rougelsum | Bleu-4  | Meteor  | Gen Len |
+|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|:-------:|:-------:|
+| 2.6539        | 2.33  | 50   | 2.2360          | 82.6627 | 79.5849 | 79.46   | 82.5244   | 57.5926 | 86.8675 | 49.0233 |
+| 2.212         | 4.66  | 100  | 2.0952          | 83.429  | 80.1583 | 80.2037 | 83.2421   | 62.4017 | 87.7448 | 45.3499 |
+
+
+### Framework versions
+
+- Transformers 4.27.2
+- Pytorch 1.13.1+cu116
+- Datasets 2.10.1
+- Tokenizers 0.13.2

all_results.json

@@ -0,0 +1,13 @@
+{
+    "dev_bleu-4": 62.4017,
+    "dev_gen_len": 45.3499,
+    "dev_loss": 2.095249891281128,
+    "dev_meteor": 87.7448,
+    "dev_rouge1": 83.429,
+    "dev_rouge2": 80.1583,
+    "dev_rougeL": 80.2037,
+    "dev_rougeLsum": 83.2421,
+    "dev_runtime": 180.5297,
+    "dev_samples_per_second": 1.9,
+    "dev_steps_per_second": 0.953
+}

eval_results.json

@@ -0,0 +1,13 @@
+{
+    "dev_bleu-4": 62.4017,
+    "dev_gen_len": 45.3499,
+    "dev_loss": 2.095249891281128,
+    "dev_meteor": 87.7448,
+    "dev_rouge1": 83.429,
+    "dev_rouge2": 80.1583,
+    "dev_rougeL": 80.2037,
+    "dev_rougeLsum": 83.2421,
+    "dev_runtime": 180.5297,
+    "dev_samples_per_second": 1.9,
+    "dev_steps_per_second": 0.953
+}

generation_config.json

@@ -0,0 +1,6 @@
+{
+  "decoder_start_token_id": 0,
+  "eos_token_id": 1,
+  "pad_token_id": 0,
+  "transformers_version": "4.27.2"
+}

runs/Mar21_20-16-26_2cb866a45777/events.out.tfevents.1679429795.2cb866a45777.24872.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e7f5179352cfa7c7ee25b9eb2cfc05736e9d3bfc4d977187ad99b50ebc0e670f
-size 6694
+oid sha256:7bbe658e0aac6914ace4eb4f132eb53ac394b0363c41535ec1edab1e2e592d54
+size 7042