crunr

run ML jobs on cloud GPUs with one command. no setup. no idle billing. no 3am failures. open source.

[Sandeep Singh ☄️ @sandeepdev_code]

#15 on Product Hunt.
1,000+ launches.

Zero ad spend.
Just a real problem.
And engineers who felt it.

https://t.co/kZLo2s1knf

[crunr @crunrdotcom]

The best part isn’t 4,600+ downloads.

It’s seeing developers save time and cloud costs with Crunr every day. 💚

https://t.co/MtZsd85B4G

[crunr @crunrdotcom]

got feedback on reddit last week.

"your landing page looks AI generated."

they were right.
so we redesigned it.
not defensive. not excuses. just fixed it.

https://t.co/MtZsd85B4G (tell me what you think now.)

[crunr @crunrdotcom]

#12 on Product Hunt.

top 10 needs a few more votes.
takes 10 seconds.

means everything.

https://t.co/3iXBTzfOuJ

[crunr @crunrdotcom]

@David_mduw https://t.co/BZjUuTgm84

[crunr @crunrdotcom]

Most GPU costs don’t come from compute.
They come from everything around it.
$ crunr run https://t.co/LK23puux4I --gpu

No idle cost.
No infra headaches.
No 3am failures.

Free & open source.
We’re live on Product Hunt 🚀

Link: https://t.co/3iXBTzfgFb
Would love your support ❤️

[crunr @crunrdotcom]

@aaliya_va thank you so much 🙏
means a lot on day 1.

[crunr @crunrdotcom]

Most GPU costs don’t come from compute.
They come from everything around it.
$ crunr run https://t.co/LK23puux4I --gpu

No idle cost.
No infra headaches.
No 3am failures.

Free & open source.
We’re live on Product Hunt 🚀

Link: https://t.co/3iXBTzfgFb
Would love your support ❤️

[crunr @crunrdotcom]

@DevenPatil_007 Just launched

[crunr @crunrdotcom]

Most GPU costs don’t come from compute.
They come from everything around it.
$ crunr run https://t.co/LK23puux4I --gpu

No idle cost.
No infra headaches.
No 3am failures.

Free & open source.
We’re live on Product Hunt 🚀

Link: https://t.co/3iXBTzfgFb
Would love your support ❤️

[crunr @crunrdotcom]

@buildinpublic Launch soon @ProductHunt

[crunr @crunrdotcom]

@ProductHunt launch soon

[crunr @crunrdotcom]

3,601 engineers downloads crunr.

Yet none of them were looking for a tool.

They were looking for a way out.
Out of idle bills. Out of 3am pages. Out of Slack threads about GPU access. Out of 3 days of setup before one training job runs.

One command gave them that.

crunr

[crunr @crunrdotcom]

New update dropped v1.3.0

- Bug fixes
- [FEAT] crunr ssh command support

[crunr @crunrdotcom]

💘

[Sandeep Singh ☄️ @sandeepdev_code]

Fine-tuned Llama 3.2 today.

One command. No infra. No DevOps. No idle bill.

$0.40.

crunr tool 🔥. @crunrdotcom

[crunr @crunrdotcom]

I fine-tuned a 7B model for $1.86.

My friend asked how?

I said one word.
crunr.

pip install crunr

[crunr @crunrdotcom]

Your AWS key never leaves your laptop. Ever.

The EC2 instance crunr spins up? Uses an IAM role. Not your key.

No crunr server. No middleman. Nothing phoning home.
MIT licensed. Read the code yourself.

Oh and it's completely free.

pip install crunr

[crunr @crunrdotcom]

@RahulKrishnaa28 @sandeepdev_code the “who has access” thread in Slack is peak pain. glad this kills it 👊

[crunr @crunrdotcom]

you ran the job. now share the output.

crunr share --all

that's it. presigned S3 link. anyone can from your team can download. link expires when you say.

update dropped 👇
https://t.co/MtZsd85B4G

[crunr @crunrdotcom]

pixel art in a PowerShell terminal at 12am means something is about to drop

crunr. soon. @ProductHunt
no idle bills. no ops. no 3am fixes.

just crunr run 👇

[crunr @crunrdotcom]

crunr is here …

[crunr @crunrdotcom]

GPU is $1.5/hr

but your real bill is:

-idle time: $800/mo wasted
-infra team: $3,000/mo
-failed setups: days lost
-3am fixes: priceless

crunr cuts all of it
$ crunr run https://t.co/LK23puv4Ug --gpu

spins up → runs → terminates

pay for compute only. nothing else.
Its free

[crunr @crunrdotcom]

last post we talked about the real GPU bill

here’s ours with crunr☘️:
compute: $0.0341 (AWS-connected)
idle: $0.00
setup time: 0
3am failures: 0

training job. done. instance already dead auomatically.

$ crunr run https://t.co/LK23puv4Ug --gpu
https://t.co/iwFJroG70c ⭐