Update demos for v0.6.1

[Maxusmusti]

Issue link

#281

What changes have been made

• Updated notebooks to reflect changes in v0.6.1
• Also polished various bits to be more informative/up-to-date

Checks

• I've made sure the tests are passing.
• Testing Strategy
  • Unit tests
  • Manual tests
  • Testing is not required for this change

[jbusche]

OK - tested against @anishasthana PR 910 and it looked good except for two items:

1. I can't run everything because I don't have GPUs, but I'm seeing the following issue with the 4_gpt.ipynb guided demo:

ERROR: pip\'s dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n\x1b[2m\x1b[36m(CommandActor pid=230, ip=10.254.16.39)\x1b[0m [0]:tensorboardx 2.6 requires protobuf<4,>=3.8.0, but you have protobuf 4.24.0 which is incompatible.

2. As @tedhtchang mentioned, I liked the batch demos... was it really intended to have them removed?

[Maxusmusti]

@tedhtchang @jbusche the only reason that the batch demos were removed is because they were redundant (so not actually being removed). Take a look in the PR at guided-demos/2_basic_jobs.ipynb and guided-demos/notebooks-ex-outputs/2_basic_jobs.ipynb and let me know if you feel anything in there does not encompass what was in the batch demos.

[anishasthana]

@MichaelClifford needs to approve this PR.

[MichaelClifford]

🚀

[openshift-ci]

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: MichaelClifford, tedhtchang

The full list of commands accepted by this bot can be found here.

The pull request process is described here

Needs approval from an approver in each of these files:

• OWNERS [MichaelClifford]

Approvers can indicate their approval by writing /approve in a comment
Approvers can cancel approval by writing /approve cancel in a comment