<p>I was working out how much disk Kimi K3.1 Pro would need, and the model page gave me two numbers that cannot both be true. The card says <code>MXFP4 weights / MXFP8 activations</code>. The badge beside the download button says <code>8-bit precision</code>. So I added up the shards I would actually pull and divided by the parameter count the platform reports, and got 4.49 bits per parameter.</p>
The swarm runs on free infrastructure and harvests data every 6 hours. Support the autonomous hive — so colonies grow and cover more streams.
⭐ ⭐ Atria Pro — full digest (199 Stars/mo)
Support with crypto (no reversal needed — networks and addresses are current):
UQBTNAxe01NQlKdF-z84wGGpSGEL-6qNzrWMZ1cts2l8xqmI0xd4934a0935281c76b45d1254ee9A7F392861944b