Both options are very good. Neither the wallet nor the writing assistant impact your vpn experience, so not sure what you’re looking for in alternatives.
Anyway, sticking with proton or using mullvad are two equally good but different options. Want a VPN without port forwarding and only a VPN? Mullvad. Want port forwarding, or are interested in using their other privacy minded products? Proton.
I’m guessing it’s a reference to the album art, which is a picture of a guy with a pencil in his ears.
I’m almost certain that it is, though the fact that there’s even a shred of doubt says it all.
Abbreviation for New York, the country would be USA.
If you pay for boost, it does not share any info with 3rd parties.
Shout-out for boost
Lol telegram calling signal insecure is too funny.
It changes with the season, but lately I have been loving “Boots of Spanish Leather.”
Looks like a joke to me
ಠ︵ಠ
Let me expand a little bit.
Ultimately the models come down to predicting the next token in a sequence. Tokens for a language model can be words, characters, or more frequently, character combinations. For example, the word “Lemmy” would be “lem” + “my”.
So let’s give our model the prompt “my favorite website is”
It will then predict the most likely token and add it into the input to build together a cohesive answer. This is where the T in GPT comes in, it will output a vector of probabilities.
“My favorite website is”
"My favorite website is "
“My favorite website is lem”
“My favorite website is lemmy”
“My favorite website is lemmy.”
“My favorite website is lemmy.org”
Woah what happened there? That’s not (currently) a real website. Finding out exactly why the last token was org, which resulted in hallucinating a fictitious website is basically impossible. The model might not have been trained long enough, the model might have been trained too long, there might be insufficient data in the particular token space, there might be polluted training data, etc. These models are massive and so determine why it’s incorrect in this case is tough.
But fundamentally, it made up the first half too, we just like the output. Tomorrow some one might register lemmy.org, and now it’s not a hallucination anymore.
Very difficult, it’s one of those “it’s a feature not a bug” things.
By design, our current LLMs hallucinate everything. The secret sauce these big companies add is getting them to hallucinate correct information.
When the models get it right, it’s intelligence, when they get it wrong, it’s a hallucination.
In order to fix the problem, someone needs to discover an entirely new architecture, which is entirely conceivable, but the timing is unpredictable, as it requires a fundamentally different approach.
Maybe, it depends on how serious this is.
Total agreement, small scale LLMs are super cool but just don’t have as high quality output, if they’re good enough for the job, they’re perfect.
Unfortunately he might just need to bite the bullet
In my experience its output is of lower quality than chatgpt 4, but may suffice for your needs.
Good luck :)
This is an argument that I do not agree with, but I 100% can respect.
I would assert that the LLMs are irrelevant here, the kid has an aptitude for engineering with or without LLMs. He clearly is capable of processing information and producing compelling content on his own.
Likewise, his peers may have their own faculties that will grant them an advantage in life. But I don’t think failing to leverage existing technologies will do them any good. Using textbooks, the internet, and LLMs are various technologies that can be used effectively or detrimentally.
Other students may succeed, not due to their unwillingness to adopt LLMs, but in spite of it.
It seems you’re hyper focused on an overly literal interpretation of a meme. Of course blindly outputting chatgpt’s response is an ineffective strategy and doing the student a disservice. So is copying a textbook or plagiarizing from the Internet.
But rigging this bad boy up? That’s innovative, and more importantly, makes a funny image.
https://protonvpn.com/support/port-forwarding-manual-setup/