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128gb unified memory is enough for pretty good models, but honestly for the price of this it is better just go go with a few 3090s or a Mac due to memory bandwidth limitations of this card


I don’t know about the “why” but Alibaba is definitely paying to train open weight models (https://huggingface.co/Wan-AI)


~~Likely much less than .25/m if that’s mbps. The issue is you’d have no shortage of money at that scale - I run one of the two main Arch Linux package mirrors in my country and while it’s admittedly a quite niche and small distro in comparison, I’m nowhere close enough to saturate 1gbit on normal days, let alone my 10gbit link~~

It’s a trade off I suppose - you can very well host your own streaming solution, and for the same price you can get a great single node, but if you want good TTFB and nodes with close proximity to many regions you may as well pay for a managed solution as the price for multiple VPS/VM stacks up quickly when you have a low budget

Edit: I think I missed your point about bandwidth pricing lol, but the second still stands


Yeah, currently hosting LLHLS edge nodes in US + EU and caching CDN worldwide. The base cost grows if you have an audience of e.g. 2000 live viewers for a 2mbps stream = 4gbps.

Could be a lot cheaper and less need for global distribution if low latency weren't a requirement. And by low latency I mean the video stream you watch is ~2s behind reality just like Youtube, Twitch, Kick, etc. If your use case is VOD or can tolerate 10s latency streaming, single PoP works fine.

The point is that if I chose Vimeo or AWS/GCP/Azure for this, at their bandwidth pricing my (in my opinion modest) usage would be costing tens of thousands of dollars monthly, which it most certainly does not.

Managed service pricing and the perception of it needs to change, because it feels like a sham once you actually do anything yourself.


Assuming you’re a tourist, are you sure it’s not your bank flagging the transaction? When visiting in April I too thought it was an issue with the card when trying to reload on apple wallet, but after two cards declined, found out the transaction was flagged haha

Same experience with reloading on the physical machines. It’s quite amusing


Same card worked via Apple wallet for other transactions, and the Visa thing is a known issue historically (https://discussions.apple.com/thread/255018680?sortBy=rank). A local friend confirmed the fix, but I can't seem to find any info from Apple or Visa about it.


It's working now (https://atadistance.net/2023/12/15/apple-pay-suica-visa-rech...) and has been working since ~2023. The last hurdle many face is that if you disable location services, sometimes the transaction is still blocked as they can now geofence it to just Japan with foreign bank cards.


Not the original poster but there are some large publicly available dataset such as

https://huggingface.co/datasets/allenai/WildChat

and

https://huggingface.co/datasets/lmsys/lmsys-chat-1m


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