No GPU? No Problem! Running Incredible AI Coding LLM on CPU!

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Replit Coder from Replit and teknium

Base Model: replit/replit-code-v1-3b

This is version 2 of the Replit Code Instruct fine tune model.

This model is fine tuned on both Sahil2801's CodeAlpaca & Teknium's GPTeacher Code-Instruct to give Replit's Code model instruct capabilities.

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On Windows the line
`python -m venv env && source env/bin/activate` may give you an error `'source' is not recognized`

To get around you need to use the (2 lines) as follows instead:

> python -m venv env
> env\Scripts\activate.bat

jgcornell
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Dang you're churning out videos like a factory, thanks for your work, keep it up.

lord
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INSTAND FOLLOW! Love your channel - much love from New Orleans!

TJTHEFOOTBALLPROPHET
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This ran really well on M1 Pro (16") 16GB ram

though the ouput is a bit questionable (at least when it comes to Rust)

I wonder how easy it would be to fine tune with some coding specific human-reinforced prompts

thewilltejeda
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We just need a better interface like Copilot where one can quickly switch between different generations and consolidate the best one.

jamesjonnes
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I've found that on both Windows and Linux, it's best to use virtual environments for your python apps. Miniconda is my go to.

badgids
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классное решение! какие еще модели можно использовать, перепробовал несколько моделей не работает (квантованные 4х битные и с поддержкой ctransformers) в чем хитрость?

djs
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Hey there. Can you please make some more content on fingpt?

greendsnow
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Okay. So. say my generated response was LONGER than the maximum token length, Anyone know of way to get iterative output. Clearly the model being trained to give reponses with a token start offset would be the dream.. but yeah.. anyone?

twobob
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Has anyone had any luck finetuning this?

thewilltejeda
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What can you actually do with this as far as creating apps or programs is concerned?

Corteum
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can we give our own pdf or text file to this and ask from that?

ajeshm
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can I fine tune this model or connect it to a local vector database?

rewanthnayak