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FauxPilot – an attempt to build a locally hosted version of GitHub Copilot

422 点作者 fniephaus将近 3 年前

17 条评论

low_tech_punk将近 3 年前
Bravo! I&#x27;m so glad this is born. I&#x27;m curious about its model, SalesForce CodeGen. Does it train on all the public repos on GitHub? Does Copilot have access to private repos that CodeGen cannot access?<p>Also, it would be really cool if I can personalize FauxPilot by feeding it with all my repos on GitHub. Sometimes I just need to reimplement a function I&#x27;ve written before but it&#x27;s really hard to find where my old code is.
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stagas将近 3 年前
Tangential, maybe someone here knows; how complicated would be to implement an autocompleter that just understands syntax + patterns and can offer me suggestions but based on my own stuff? Like what is the simplest version of Copilot that doesn&#x27;t require huge amounts of training but just does a decent job at recognizing tokens and trying to fill in the structure based on some input code. e.g: `app.get(&#x27;&#x2F;&#x27;,|` &lt;- at this point I should get an express.js handler autocomplete like `(req, res, next) =&gt; {}`, maybe with multiple choices grepped from my own data ranked by occurences. Is this too extreme it needs a multibillion parameter AI model to achieve? Does anything like this exist? Like an auto-snippet thing but contextual and token replacing.
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ddevault将近 3 年前
Next step is to train a model exclusively on leaks of proprietary Microsoft source code. Fair use, right Microsoft?
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lee101将近 3 年前
Awesome work, I made a similar project which is making a cost effective and privacy focused alternative to OpenAI text generation that can be switched to in a one line&#x2F;easy way because it&#x27;s API compatible <a href="https:&#x2F;&#x2F;text-generator.io&#x2F;blog&#x2F;over-10x-openai-cost-savings-one-line-change" rel="nofollow">https:&#x2F;&#x2F;text-generator.io&#x2F;blog&#x2F;over-10x-openai-cost-savings-...</a> also works for generating code too so would be excited for someone to try that out too.
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maxloh将近 3 年前
What&#x27;s the license of the project? There is no license file in the repo
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miketery将近 3 年前
This is awesome!<p>How is the quality vs. GitHub Copilot for Python or JavaScript?
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jrm4将近 3 年前
This is excellent. Please do suck the wind from Microsoft&#x27;s exploitative sails here.<p>Copilot <i>primarily</i> exists as a way for Microsoft to end-run around the GPL.
pabs3将近 3 年前
I wonder what code corpus the SalesForce CodeGen model (which this uses) was trained on.
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amelius将近 3 年前
With model sizes starting at 2GB, wouldn&#x27;t the model be hopelessly overdetermined for small codebases?
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grepfru_it将近 3 年前
I would love to build a free and oss clone of GitHub using things like this. Kudos to moyix
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WrtCdEvrydy将近 3 年前
This is awesome and I&#x27;m looking forward to seeing more from this.
babyshake将近 3 年前
Maybe this is a dumb question, what would be the most common use-case for this?
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LesZedCB将近 3 年前
man I finally got a 3080 and. ow you&#x27;re telling me I need a second?!<p>haha seriously though, I&#x27;m kinda sad the model size is 2GB then straight to 13GB.
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pixelpoet将近 3 年前
Such a clever name :)
ianbutler将近 3 年前
This is awesome! Will be trying it out. Hope you&#x27;re doing well :D
mgaunard将近 3 年前
I don&#x27;t understand the point of dedicating so many resources just so that you can have a Clipper add-on second-guess your code and make bad suggestions.
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TeeMassive将近 3 年前
It will not end there. It began with Python when they removed &quot;offensive&quot; words such as &quot;kill&quot;. Then it was GitHub then Git itself who removed the word &quot;master&quot;.<p>Now GitHub &#x2F; Microsoft, who are producing tools that integrate themselves more and more into the programmers&#x27; workflow, will now more opportunities to enforce this kind of fringe ideology.<p>Dystopian predictions; the following words will be replaced:<p>Parent &#x2F; Child Inheritance Class Binary Invalid