Minor Fine-Tuning Scheduler Tutorial Updates for PTL 1.7

lightning_examples/finetuning-scheduler/.meta.yml

@@ -1,20 +1,19 @@
-title: Finetuning Scheduler
+title: Fine-Tuning Scheduler
 author: "[Dan Dale](https://github.com/speediedan)"
 created: 2021-11-29
-updated: 2022-06-10
+updated: 2022-08-06
 license: CC BY-SA
 build: 0
 tags:
-  - Finetuning
+  - Fine-Tuning
 description: |
-  This notebook introduces the [Finetuning Scheduler](https://finetuning-scheduler.readthedocs.io/en/stable/index.html) extension
-  and demonstrates the use of it to finetune a small foundational model on the
+  This notebook introduces the [Fine-Tuning Scheduler](https://finetuning-scheduler.readthedocs.io/en/stable/index.html) extension
+  and demonstrates the use of it to fine-tune a small foundational model on the
   [RTE](https://huggingface.co/datasets/viewer/?dataset=super_glue&config=rte) task of
   [SuperGLUE](https://super.gluebenchmark.com/) with iterative early-stopping defined according to a user-specified
   schedule. It uses Hugging Face's ``datasets`` and ``transformers`` libraries to retrieve the relevant benchmark data
   and foundational model weights. The required dependencies are installed via the finetuning-scheduler ``[examples]`` extra.
 requirements:
-  - finetuning-scheduler[examples]
-  - hydra-core>=1.1.0
+  - finetuning-scheduler[examples]>=0.2.0
 accelerator:
   - GPU