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submitted
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datetime="2026-05-22T05:25:34+00:00"
class=""
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>
<time
class="edited-timestamp"
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datetime="2026-05-22T16:38:19+00:00"
>*</time
>
by
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<p>
Edit/Disclaimer: this is a repost from something I put in
LocalLLaMA, but with some tweaks for the
<a href="https://old.reddit.com/r/cpp" rel="nofollow"
>r/cpp</a
>
crowd - this post is more focused on the content of the
dataset itself, the post over in
<a
href="https://old.reddit.com/r/LocalLLaMA"
rel="nofollow"
>r/LocalLLaMA</a
>
is more focused on the details of the finetune
</p>
<p>Hi all,</p>
<p>
I've recently been thinking about putting together a
community sourced coding dataset for finetuning models,
with a heavy focus on cpp and systems programming.
</p>
<p>
My goal is to eventually have a model that understands
concepts like memory ownership, thread safety,
optimization, etc. Right now, a lot of the coding
knowledge of small (&lt;100B), local models centers around
languages like js, py, html, etc.
</p>
<p>
Right now I'm thinking that the categories I would need
would look something like this:
</p>
<p>
- generation: basic prompt/code output<br />
- optimization: heres slow/bloated code, make it better<br />
- debugging: im getting this error pls fix<br />
- organization: code review, interface design,
restructuring, tradeoff decisions<br />
- tool_calling: exercises involving tool use and
interpreting results
</p>
<p>
Curious to see what the people over here think about this
kind of thing. I imagine many people in here have used
local AI to help code in cpp before - where do you guys
feel like local models could use the most improvement?
</p>
<p>Thanks in advance for all the help!</p>
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<td><a href="https://reddit.com/">reddit!</a></td>
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<td>* item 1<br />* item 2<br />* item 3</td>
<td>
<ul>
<li>item 1</li>
<li>item 2</li>
<li>item 3</li>
</ul>
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<span class="score dislikes" title="1">1 point</span
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What are you talking about? Perhaps it would help if you
could define ML.
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My bad, worded it poorly. I edited the post to
hopefully be a little more clear :)
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