Arcweld: Difference between revisions
(Created page with "'''Arcweld''' is a proposed server intended for the primary goal of experimenting with novel LLM inference technologies, the secondary goals of a) reducing the cost of using hosted APIs when it would not interfere with the primary goal and b) providing space to train models.") |
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'''Arcweld''' is a | '''Arcweld''' is a server for the primary goal of rapidly and efficiently experimenting with open weights models, with secondary goals of 1) researching novel LLM inference technologies 2) reducing the cost of using hosted APIs when it would not interfere with the primary goal. It is not intended for training since it memory bandwidth per dollar as a training rig), although it isn't forbidden. | ||
== Specifications == | |||
* Mac Studio M3 Ultra | |||
** 819 GB/s memory bandwidth | |||
** 60-core GPU | |||
** 32-core Neural Engine | |||
* 512GB Unified Memory | |||
== Setup instructions == | |||
# Download and install [https://tailscale.com/ Tailscale] | |||
#* Some VPNs are incompatible and you may need to disable them. | |||
# Join using a Tailscale invite link | |||
# If you've been granted login access, `ssh sparks@arcweld` to access the shared inference account. '''You may have to reboot for it to work.''' | |||
== See also == | |||
* [[Elysium]] | |||
Revision as of 00:28, 28 June 2025
Arcweld is a server for the primary goal of rapidly and efficiently experimenting with open weights models, with secondary goals of 1) researching novel LLM inference technologies 2) reducing the cost of using hosted APIs when it would not interfere with the primary goal. It is not intended for training since it memory bandwidth per dollar as a training rig), although it isn't forbidden.
Specifications
- Mac Studio M3 Ultra
- 819 GB/s memory bandwidth
- 60-core GPU
- 32-core Neural Engine
- 512GB Unified Memory
Setup instructions
- Download and install Tailscale
- Some VPNs are incompatible and you may need to disable them.
- Join using a Tailscale invite link
- If you've been granted login access, `ssh sparks@arcweld` to access the shared inference account. You may have to reboot for it to work.