Turun

You can literally run large language models with a single exe download: https://github.com/Mozilla-Ocho/llamafile

It doesn’t get much simpler than that.

Addendum:

The docs say

For reproducible outputs, set temperature to 0 and seed to a number:

But what they should say is

For reproducible outputs, set temperature to 0 or seed to a number:

Easy mistake to make

I appreciate the constructive comment.

Unfortunately the API docs are incomplete (insert obi wan meme here). The seed value is both optional and irrelevant when setting the temperature to 0. I just tested it.

Yeah no, that’s not how this works.

Where in the process does that seed play a role and what do you even mean with numerical noise?

Edit: I feel like I should add that I am very interested in learning more. If you can provide me with any sources to show that GPTs are inherently random I am happy to eat my own hat.

Crypto is basically cash for online transactions. Pretty niche, but cool and definitely in demand for some situations.

Just how in the real world you’re shit outta luck if you lose your wallet. Or if you give someone money, but they laugh you in the face you can either cut your losses or try your luck in a fist fight. It’s the same with crypto.

With banks you have a separate authority that can handle all these cases, which is desirable in 99% of all transactions.

Unfortunately it’s volatile af, and the most popular crypto currency (Bitcoin)has untenable transaction costs and transaction limitations (10 transactions per second, globally - what a stupid design decision)

I’ve used it to improve selected paragraphs of my writing, provide code snippets and find an old comic based on a crude description of a friend.

I feel like these interactions were valuable to me and only one (code snippets) could have been easily replaced with existing tools.

Yes it is intentional.

Some interferences even expose a way to set the “temperature” - higher values of that mean more randomized (feels creative) output, lower values mean less randomness. A temperature of 0 will make the model deterministic.

It does not perform very well when asked to answer a stack overflow question. However, people ask questions differently in chat than on stack overflow. Continuing the conversation yields much better results than zero shot.

Also I have found ChatGPT 4 to be much much better than ChatGPT 3.5. To the point that I basically never use 3.5 any more.

No, it’s simply contradicting the claim that it is possible.

We literally don’t know how to fix it. We can put on bandaids, like training on “better” data and fine-tune it to say “I don’t know” half the time. But the fundamental problem is simply not solved yet.

Yes, but potentially less than is gained by the separation.

It depends on which part of the atmosphere reacts. Pink/purple/red is also possible.

We have the internet man, just bug another human and wait a few days to hear back from them.

Like I know that’s what you are “supposed” to do. But public money public knowledge, I refuse to accept that this is somehow an acceptable state of things.

I would love to see this data, can you link it? Either a paper by unaffiliated researchers or the raw data is fine.
I am aware their marketing pushes the “10x better” number. But I have yet to see the actual data to back this claim.

That is the new system. Tesla has no equivalent to it. Or to phrase it differently:

Drivers can not activate teslas’s equivalent technology, no matter what conditions are met, including not in heavy traffic jams, not during the daytime, not on spec ific California and Nevada freeways, and not when the car is traveling less than 40 mph. Drivers can never focus on other activities. The technology does not exist in Tesla vehicles

If you are talking about automatic lane change, auto park, etc (what tesla calls autopilot or full self driving) these are all features you can find in most if not all high end cars nowadays.

The new system gets press coverage, because as I understand it, if there is an accident while the system is engaged Mercedes will assume financial and legal responsibility and e.g. cover all expenses that result from said accident. Tesla doesn’t do that.

Also, it’s hard to argue “full self driving” means anything but the car is able to drive fully autonomously. If they were to market it as “advanced driver assist” I’d have no issue with it.

Definitely won’t get an argument from me there. FSD certainly isn’t in a state to really be called that yet. Although, to be fair, when signing up for it, and when activating it there are a lot of notices that it is in testing and will not operate as expected.

At what point do we start actually expecting and enforcing that people be responsible with potentially dangerous things in daily life, instead of just blaming a company for not putting enough warnings or barriers to entry?

Then the issue is simply what we perceive as the predominant marketing message. I know that in all legally binding material Tesla states what exactly the system is capable of and how alert the driver needs to be. But in my opinion that is vastly overshadowed by the advertising Tesla runs for their FSD capability. They show a 5 second message about how they are required by law to warn you about being alert at all times, before showing the car driving itself for 3 minutes, with the demo driver having the hands completely off the wheel.

It also fails to mention how the accident rate compares to human drivers.

That may be because Tesla refuses to publish proper data on this, lol.

Yeah, they claim it’s ten times better than a human driver, but none of their analysis methods or data points are available to independent researchers. It’s just marketing.

What Tesla is (falsely IMO) advertising as “full self driving” is available in all new Mercedes vehicles as well and works anywhere in the US.

Mercedes is in the news for expanding that functionality to a level where they are willing to take liability if the vehicle causes a crash during this new mode. Tesla does not do that.

I’d wager most people, when talking about a plane’s autopilot mean the follow waypoints or Autoland capability.

Also, it’s hard to argue “full self driving” means anything but the car is able to drive fully autonomously. If they were to market it as “advanced driver assist” I’d have no issue with it.

Your wording makes me believe my comment came across as much more serious as intended.

Also, assuming you really did take that experience to heart I am not criticising you. I am criticising the actions of someone with less life experience, who no longer exists (they have been replaced with the smart you).

It’s weird, in my native language I tend to turn the speed down much more often than in English.