What's currently the 'smartest' language model?
What's currently the 'smartest' language model?
Looking for an "AI" that would tackle my day-to-day issues that are not related to programming, for example acting as a personal assistant / life coach, creating lesson plans for classes I teach at school, explaining how things work and teaching me new skills effectively, etc.
I need it to be able to consider web search options for more comprehensive answers.
Doesn't have to be free, as I'd be happy to pay if it's truly worth it.
So far I've tried:
- Most common options at Poe, including Claude Sonnet 3.5, GPT4o and others. The issue here is that I'm not seeing which one is actually smarter and which one hallucinates more.
- Perplexity
- Phind
- Gemini
- Bing AI
I have never had a GPT4 subscription so I might consider that if it's objectively the best option.
What can you recommend? 🙂
For programming it is Sonnet 3.5, there is no remotely close 2nd place that I have tried or heard of, and I am always looking. I personally don't really have any interest in measuring them in other ways. But for coding, Sonnet 3.5 is in a distant lead. Abacus.ai is a nice way to try various models for cheap. Really, some sort of agent setup like mixture of agents that uses Claude and got and maybe some others may do better than Claude alone. Matthew Berman shows Mixture of Agents with local models beating gpt4o, so doing it with sonnet3.5 and others of the best closed models would probably be pretty great.
What language are you programming in? In swift I have found all models (including sonnet) next to useless. Tells me something wrong almost every question i ask, has made up macros and apis, etc.
For English I have found Claude models slightly better than the GPT 4 subscription I used to have. For anything in multiple (human, not programming) languages, gpt has seemed best for me.
I was mainly doing python with gpt4, but now im working on an android project, so kotlin. Gpt4 wasn't much use for kotlin, especially for questions involving more than a couple files. Sonnet is crushing it though, even when I give it 2k+ LoC. I'd say I've done about 2 months of pre-llm work in the last week, granted I am no professional, just a hobbyist.
I’ve been using Sonnet 3.5 a lot recently. Does seem like it’s better and more creative than others for a lot of tasks. I also think it’s training set is up to April 2024 which is nice.
I’ve also found that GPT-4o is worse than GPT-4 in my experience. Seems to hallucinate more
GPT-4 is apparently the model to beat. I haven't seen all that much difference in practice between GPT-4 and 4o. I've heard various claims about various other models outperforming it (notably including Claude) but I haven't seen the claims materialize over the long haul as yet.
I have however heard that Mistral can get quite close to GPT-4, run for free locally with the right hardware, if you build up a hand curated set of around 100 query/response pairs from GPT-4 that are what you want it to do, and then fine-tune Mistral against that training set. I haven't tried it but that's what I've heard.
I'm a total layman when it comes to setting up a language model locally. Any step by step guide on how to do it? And I mostly use AIs on my Android phone, not PC. Is it possible to synchronize it between two devices?
GPT4all can do it pretty easily on a desktop with a good GPU. I think it's unlikely that anything can run locally on your phone (LLMs are notably hogs in terms of even pretty capable desktop PC resources; there's just not a cheap way to do them). You could use colab or something via your phone, and there is probably a little howto guide somewhere that shows how to do a Mistral setup on colab. It'll take some technical skill though.
You might just bite the bullet and do $20/mo for the GPT-4 subscription also. It can also do web searches, I think, although in practice it's pretty clunky the times it's tried to do things like that for me. I'm not aware of one that does the "search the web for answers and get back to me" thing really all that perfectly or smoothly I'm sad to say.
And also, any recommendations on a specific GPT4 addon or is the base model pretty much perfect as is?
GPT-4 generally doesn’t need fine tuning or anything no
Most models that I've played with are only about as good as what you put into it. If you ask it the right questions in the right way, you can get pretty good results.
GPT3.5 has worked well for me. I've also run AI on my pc locally using Ollama and lots of different models. Most do well with simple questions or requests.
Llama 3 instruct is what I've liked the most so far.
Hence the job title ‘prompt engineer’ I guess. If you know about Soylent Green, AI is people!
Lol prompts are important for sure. Me and my boss often talk about what you can do with chatgpt when we use it at work amd what kind of prompts we use.
Ollama (+ web-ui but
ollama serve & && ollama runis all you need) then compare and contrast the various modelsI've had luck with Mistral for example
No AI are to this level, are a massive security risk, and none are "smart".
pay if it's worth it
It isn't.
It's GPT-4 to tell the truth.
Not sure it'll do the tasks you list at the start but it's the front runner.
ChatGPT 4o is the top dog right now, by a lot.
Not sure about paid models, but Claude Sonnet 3.5 is so good it's not even funny. I've had arguments with it, where it was right in the end, and it never even considered that I was right (because I wasn't; I ended up looking it up afterwards). I've never seen that with any other model
Humans. For the best experience, get some third world contractor. Costs more tho.
Reducing people from third world countries to "language models" as an attempt to critique AI aint it