cheptsov

8 ms·

1.
by cheptsov 20d ago
That’s the problem people IMO don’t understand - flexibility is one of many requirements; simplicity and ecosystem around are two more. Hating YAML is same as being childish - yo using like something but can’t come up with anything better.
2.
by cheptsov 20d ago
Next time the author would like to write an article like that, it’s better that they offer a new standard that is as flexible while also doing the work YAML is doing today
3.
by cheptsov 22d ago
What surprises me even more is why Bill Gates writes this kind of bizarre, low-quality nonsense in the first place. What purpose does it serve? It’s so obviously shallow that it influences nothing and adds nothing to the conversation.
4.
by cheptsov 22d ago
Is it me or does it read like pure satire? An AI ministry, “human-reserved” jobs, and taxes on AI tokens.
5.
Deploying inference endpoints with PD disaggregation on AMD GPUs(dstack.ai)
2 points by cheptsov 4mo ago|0 comments
6.
by cheptsov 7mo ago
Nice, we build something similar at dstack We recently also added support for agents: https://skills.sh/dstackai/dstack/dstack Our approach though is more tide-case agnostic and in the direction of brining full-fl
7.
by cheptsov 10mo ago
Finally a step in the right direction. This brings the best of two worlds: the lightweightness of Fleet and agents battle-tested with Junie/IntelliJ. Congrats to the team. Can’t wait to try it.
8.
by cheptsov 1y ago
Looks very cool but my iPhone got really hot after just playing with it for one minute!
9.
Benchmarking AMD GPUs: bare-metal, containers, partitions(dstack.ai)
4 points by cheptsov 1y ago|1 comments
10.
by cheptsov 1y ago
It’s so ridiculous to see TPUs being compared to NVIDIA GPUs. IMO proprietary chips such as TPU had no future sure to the monopoly on the cloud services. There is no competition across the cloud services providers. The only way to access TP
11.
by cheptsov 1y ago
Wow, such a cool idea! Where can I read more about the product, the release ETA, price, etc?
12.
Partnership Between XAI and Telegram(twitter.com)
4 points by cheptsov 1y ago|1 comments
13.
Aleph Alpha and STACKIT have partnered to deliver PhariaAI-as-a-Service(aleph-alpha.com)
1 points by cheptsov 1y ago|0 comments
14.
OpenAI is reportedly in talks to buy Windsurf for $3B(techcrunch.com)
4 points by cheptsov 1y ago|1 comments
15.
by cheptsov 1y ago
Yea, makes sense
16.
by cheptsov 1y ago
I believe my original sentence was accurate. I was expecting the article to provide an objective comparison between TPUs and their main competitors. If you’re suggesting that El Capitan is the primary competitor, I’m not sure I agree, but I
17.
by cheptsov 1y ago
Are you suggesting NVIDIA is not a competitor?
18.
by cheptsov 1y ago
I think it’s not misleading, but rather very clear that there are problems. v7 is compared to v5e. Also, notice that it’s not compared to competitors, and the price isn’t mentioned. Finally, I think the much bigger issue with TPU is the sof
19.
by cheptsov 1y ago
https://www.llama.com/llama4-reasoning-is-coming/
20.
X Is Down(downdetector.com)
33 points by cheptsov 2y ago|23 comments
21.
by cheptsov 2y ago
A nice project—I hadn’t seen it before. I’m working on a similar concept but as an open-source project [1]. We see it as an alternative to K8s/Slurm and would be interested in hearing thoughts from other ML engineers. [1] https:/
22.
Show HN: Orchestrating GPUs in data centers and private clouds(dstack.ai)
1 points by cheptsov 2y ago|0 comments
23.
by cheptsov 2y ago
Thank you! Yup, dstack can also work over K8S too if required. But of course there are many advantages to use dstack’s native orchestrator.
24.
by cheptsov 2y ago
Hey HN, founder of dstack here. We've been working on this over three months and pretty excited about this release. Basically, the main point is that dstack is an open-source AI-native alternative to Kubernetes, designed to be more li
25.
by cheptsov 2y ago
In this one we were only using 3.1 405B FP8. We took one model to simplify the setup and were mostly looking at the memory saturation effect. So basically we compared inference metrics of the same model. I suppose comparing 3.1 and 3.2 will
26.
by cheptsov 2y ago
Yes, we should have included the price too—thanks for pointing that out. I forgot about it. Appreciate you adding the links here! And yes, Lambda's and Hot Aisle's prices were used in the calculation.
27.
by cheptsov 2y ago
Thank you for the question! > What are the differences in opinions between dstack and SkyPilot? SkyPilot is great. I think there are many tiny details though. At dstack, we try to provide out-of-the-box and more high-level experience. Ex
28.
by cheptsov 2y ago
I guess it depends on the use case. For example with dstack, we focus on AI. Our abstractions include: 1. Dev environments - you need them often and need an easy way to get one with tight GOU resources - either using already provisioned res
29.
by cheptsov 2y ago
> Any explanation for how it simplifies orchestration. There are many examples in the docs. Here are few: 1. ALl accelerators are supported natively (no operators are required). 2. Distributed task work out of the box [1] 3. For inferenc
30.
by cheptsov 2y ago
Well, 1. No changes in the code required; Works out of the box with any Docker image; Incl. support for distributed training 2. Out-of-the-box support for AMD/NVIDIA/TPU 3. Multi-cloud, incl. Neoclouds such as Lambda, RunPod, Tens

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