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

Joined May 2026
14 Photos and videos
We have a new update today☘️ —timeout feature added to make sure, running job not exceeds user’s budget
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crunr retweeted
#15 on Product Hunt. 1,000 launches. Zero ad spend. Just a real problem. And engineers who felt it. crunr.com
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The best part isn’t 4,600 downloads. It’s seeing developers save time and cloud costs with Crunr every day. 💚 crunr.com
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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. crunr.com (tell me what you think now.)
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#12 on Product Hunt. top 10 needs a few more votes. takes 10 seconds. means everything. producthunt.com/products/cru…
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Most GPU costs don’t come from compute. They come from everything around it. $ crunr run train.py --gpu No idle cost. No infra headaches. No 3am failures. Free & open source. We’re live on Product Hunt 🚀 Link: producthunt.com/products/cru… Would love your support ❤️
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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
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New update dropped v1.3.0 - Bug fixes - [FEAT] crunr ssh command support
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Fine-tuned Llama 3.2 today. One command. No infra. No DevOps. No idle bill. $0.40. crunr tool 🔥. @crunrdotcom
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I fine-tuned a 7B model for $1.86. My friend asked how? I said one word. crunr. pip install crunr
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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
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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 👇 crunr.com
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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 👇
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crunr is here …
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 train.py --gpu spins up → runs → terminates pay for compute only. nothing else. Its free
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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 train.py --gpu crunr.run
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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 train.py --gpu spins up → runs → terminates pay for compute only. nothing else. Its free
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