this post was submitted on 21 Nov 2023
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LocalLLaMA

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Welcome to LocalLLaMA! Here we discuss running and developing machine learning models at home. Lets explore cutting edge open source neural network technology together.

Get support from the community! Ask questions, share prompts, discuss benchmarks, get hyped at the latest and greatest model releases! Enjoy talking about our awesome hobby.

As ambassadors of the self-hosting machine learning community, we strive to support each other and share our enthusiasm in a positive constructive way.

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Rule 1 - No harassment or personal character attacks of community members. I.E no namecalling, no generalizing entire groups of people that make up our community, no baseless personal insults.

Rule 2 - No comparing artificial intelligence/machine learning models to cryptocurrency. I.E no comparing the usefulness of models to that of NFTs, no comparing the resource usage required to train a model is anything close to maintaining a blockchain/ mining for crypto, no implying its just a fad/bubble that will leave people with nothing of value when it burst.

Rule 3 - No comparing artificial intelligence/machine learning to simple text prediction algorithms. I.E statements such as "llms are basically just simple text predictions like what your phone keyboard autocorrect uses, and they're still using the same algorithms since <over 10 years ago>.

Rule 4 - No implying that models are devoid of purpose or potential for enriching peoples lives.

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[–] Hanabie@sh.itjust.works 4 points 2 years ago (1 children)

What's the context window size?

[–] noneabove1182@sh.itjust.works 2 points 2 years ago (1 children)

according to the config it looks like it's only 4096, and they specify in the arxiv that they kept the training data under that value so it must be 4096.. i'm sure people will expand it soon like they have with others

[–] Hanabie@sh.itjust.works 2 points 2 years ago (1 children)

I'll wait a little then I guess. I need 16k for what I'm doing. Thanks for the heads up 🙂

[–] noneabove1182@sh.itjust.works 2 points 2 years ago (1 children)
[–] Hanabie@sh.itjust.works 2 points 2 years ago

Nice, will give it a try. Thank you 😊

[–] pennomi@lemmy.world 3 points 2 years ago (1 children)

How does it compare to Mistral? That’s the best performing 7b model and it’s suspiciously missing from this report.

[–] noneabove1182@sh.itjust.works 2 points 2 years ago

I'm looking forward to trying it today, I think this might make a good RAG model based on the orca 2 paper, but testing will be needed