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What about side by side with a friend(ster)

I'm not sure yet. Social services type jobs are one that will be difficult to replace. One of the few tasks that these LLMs aren't that great at is literature interpretation. The useless English degree is back, baby!

I don't want to do, if future jobs are going to be replaced, what do I do, what industry do I need to pivot too? 😞

Hello there! I am a bot raising awareness of Alpacas

Here is an Alpaca Fact:

Alpacas have split feet with pads on the bottom like dogs and toenails in front. The toenails must be trimmed if the ground isn’t hard enough where they are living to wear them down.

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The problem with this is that you still have to gather a lot of data and do a lot of tuning, which takes time and resources, alpaca could be just a "plug and play" with the right prompts

We have SOTA image generative models, when we get even a decent, good enough small-LLM we're off. We can get our hands dirty with unconstrained AI tools.

It depends on the game, it could be probably be used to generate new items and stuff in a bare bone roguelike or other stuff that doesn't require much to run, it's obviously too soon for a full 3d game with generated text at the same time, but we'll get there. Also a private server is an idea

I think you can even use a GPT2 model tuned with data from GPT4 to play a bunch of characters in a game. If you don't need universal knowledge, a small LM can do the trick. They can even calibrate the language model so the game comes out balanced and diverse.

That's one future job for us. Be the legs and hands of an AI. Using our human privileges (passport, legal rights) and mobility to take it anywhere and act in the world. I bet there will be more AIs than people available, so they will have to pay more to hire an avatar. Jobless problem solved by AI. A robot would be different, it doesn't have human rights, it's just a device. A human can provide "human-in-the-loop" service.

Everyone does it, they all exfiltrate valuable data from OpenAI. You can use it directly, like Alpaca, or for pre-labelling, or for mislabeled example detection.

They train code models by asking GPT3 to explain code snippets, then training a model the other way around to generate code from description. This data can be used to fine-tune a code model for your specific domain of interest.

It's the first time I've seen FaceBook on people's side against the big corps. Didn't think this day would come.

Lmao Alpaca its related to the animal llama.

I would love to not underestimate them. I assumed Google was way ahead of the game compared to everybody else. But Microsoft and Open AI keep showing off more and more impressive shit and applying it in actually practical ways, and Google hasn't shown anything comparable in that regard. Afaik, at least.

holy crap, thanks man.

People are seriously underestimating both PaLM-E and Google.

Still a bit too heavy to run alongside new games on the same machine. But it could be run server-side for cheap as part of the service. We're looking at the end of NPCs repeating the same few lines ad nauseam without voiceover.

Oh ok cool! But I don't have high hopes for figure

"Commoditize your complement."

They are intencivized to make it open source as a business strategy. Good for us.

decent video

Most likely they haven't had time.

They can also use SHP and HF-RLHF.... I think they will help a lot since LLaMA didn't get the privlidge of reading reddit (unliked ChatGPT)

The specific type of fine-tuning was called Knowledge Distillation, I believe. ChatGPT taught LLaMA to chat, "stealing" OpenAI's business edge in the process.

This feels like we're all on top of some explosion. Google trying to keep everything together and tell the general public that everything is fine. Microsoft pretending they got the latest shit, and use them. Basically AI is going take off, and the next few years will eye opening to see.

I really can't wait for alpaca to release, you can finally integrate it in games without the use of a server

Always has been…

Now we need to decentralize GPU processing like Ethereum was doing before proof of stake. And we would have more computing power available than openAI/Microsoft.

There was the equivalent GPU computing power of approx 2.4million RTX 3090 GPUs at the peak of Ethereum hashrate difficulty.

Let AI belong to the people!