tuning_playbook VS awesome-chatgpt-prompts

These are also called quasirandom numbers. Despite games, another use case is for hyperparameter search for neural networks.

https://github.com/google-research/tuning_playbook?tab=readm...

[2] https://github.com/google-research/tuning_playbook

Batch size can be used for regularisation, but using it for that will limit training performance. From the Google Research Tuning Playbook:

> The batch size governs the training speed and shouldn't be used to directly tune the validation set performance. Often, the ideal batch size will be the largest batch size supported by the available hardware.

> […]

> As long as all hyperparameters are well-tuned (especially the learning rate and regularization hyperparameters) and the number of training steps is sufficient, the same final performance should be attainable using any batch size (see Shallue et al. 2018).

https://github.com/google-research/tuning_playbook#choosing-...

The ideal case is full-batch with tuneable regularisation, just the hardware gets expensive.

Regarding tuning params, this is an excellent read: https://github.com/google-research/tuning_playbook

3️⃣ google-research/tuning_playbook

Aside from the built-in prompts powered by awesome-chatgpt-prompts (Are you an ETH dev, a financial analyst, or a personal trainer today?), you can also create, share and debug your chat tools with prompt templates.

I've found the following resources helpful:

- 15 Rules For Crafting Effective GPT Chat Prompts (https://expandi.io/blog/chat-gpt-rules/)

- Awesome ChatGPT Prompts (https://github.com/f/awesome-chatgpt-prompts)

For more resources of like nature, you can search for "mega prompt".

Someone assembled an adhoc page in Github that is amassing quite a large library of prompt ideas [Github]

I like to use PromptLayer for this. But you could easily set up a simple CRUD web app to track prompts/average completion token # length, different variations.

There is also awesome-chatgpt-prompts (https://github.com/f/awesome-chatgpt-prompts) which has some interesting ones. What are you looking for?

* Built-In Prompts: Channel creativity using integrated prompts sourced from github.com/f/awesome-chatgpt-prompts.

So, I jumped into the ChatGPT fitness wagon to generate a New And Improved® workout that will have a mix of bodybuilding and calisthenics. I used a pre-made prompt to generate a PPL+FB and specified things like fitness leve, equipment, schedules, etc. in order to make if fit my current status. From there I made it fit some of my needs and chose some exercises that I wanted to do every day: wrist and core.