Miner Pivots 38,000 GPUs From Crypto to AI

Hive Blockchain data center
(Image credit: Hive Blockchain)

Cryptomining companies that have successfully weathered the tumultuous crypto market to survive have had to adapt by radically changing their business models. The latest example of this is Hive Blockchain, which used to focus its huge GPU resources (about 38,000 graphics cards) on Ethereum mining, until about a year ago. Now that's changing. Hive has been working on a transformative project to create and run AI workloads for customers, aiming to create a significant new revenue stream by pivoting toward the latest trend in the computing industry. However, it retains some GPU horsepower to mine alt-coins and run other services, just in case.

We previously discussed the bleak post-Ethereum Merge landscape facing companies like Hive Blockchain and Hut 8 Mining, back in early May. Both companies had done well to repurpose their GPU farms and continue to be trading. We started to learn what kinds of new HPC businesses they (and their thousands of GPUs) were involved in.

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Mark Tyson
News Editor

Mark Tyson is a news editor at Tom's Hardware. He enjoys covering the full breadth of PC tech; from business and semiconductor design to products approaching the edge of reason.

  • oofdragon
    Or... they could also sell us those thousands of GPUs dirty cheap!! :D
    Reply
  • hannibal
    oofdragon said:
    Or... they could also sell us those thousands of GPUs dirty cheap!! :D
    ≈ not so much profit…
    :cool:
    Reply
  • bit_user
    Mining rigs are okay for some kinds of simple inference jobs. Particularly video processing, where you can stream compressed video to the GPU and both decompress + process it in-place. I expected mining companies would quickly pivot to exploit such opportunities, in the wake of the crypto crash.

    They're absolutely horrible for LLMs, and training in general. For that, you need lots of main memory capacity and inter-GPU bandwidth, which is exactly what they don't have.
    Reply
  • bit_user
    hannibal said:
    ≈ not so much profit…
    :cool:
    Yeah, but the article casually mentions they're only diverting 500 of their 38k GPUs and expecting to make just $2k revenue per GPU. Not bad, but when you account for operating costs, the remaining profit probably is much above what they'd get by just selling them.
    Reply
  • wbfox
    So fortunate that NVIDIA has a product line that was able to senselessly pivot away from the crypto dumpster fire and can now be employed for...ahem....AI !
    Reply
  • weber462
    I wish these large miner would find a way to assign these large clusters to BOINC or F@H.
    Reply
  • bit_user
    weber462 said:
    I wish these large miner would find a way to assign these large clusters to BOINC or F@H.
    I'm sure they would, if it paid them $$$.
    Reply
  • g-unit1111
    oofdragon said:
    Or... they could also sell us those thousands of GPUs dirty cheap!! :D

    Would you really want to buy a used GPU that's been sitting on a mining motherboard operating for 24 hours a day?
    Reply
  • bit_user
    g-unit1111 said:
    Would you really want to buy a used GPU that's been sitting on a mining motherboard operating for 24 hours a day?
    That's a qualified "yes":
    Seller must be reputable.
    Must include a reasonable warranty (30 days minimum, 90 days preferable).
    Fans should've been replaced or otherwise checked not to make excessive noise. Even better: heatsink was reinstalled with fresh TIM of good quality.
    Price must be below the market rate, for used cards of that model.
    People have tested used mining GPUs and enough of them work well enough that they shouldn't be automatically regarded as trash.
    Reply