surface arm bert/mse_solo_o0_norm: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
surface arm clip/mse_solo_o0_norm: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
surface arm qwen3/mse_solo_o1_bytes: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
surface arm bert/mse_solo_o1: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
surface arm t5/mse_solo_o0: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
surface arm clip/mse_solo_o1: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
import arm qwen3/head_k16_solo_o0_lamA0.5_4k: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
import arm qwen3/head_k16_solo_o0_lamA0.5_4k: anchors (every close), stats, results, log (the second home until the publishing convention is settled; Phil 2026-10-08)
surface arm t5/mse_solo_o1: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
import arm qwen3/head_k16_solo_o0_lamA0.5_shuf: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
import arm qwen3/head_k16_solo_o0_lamA0.5_shuf: anchors (every close), stats, results, log (the second home until the publishing convention is settled; Phil 2026-10-08)
import arm qwen3/head_k16_solo_o0_lamA0.2: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
import arm qwen3/head_k16_solo_o0_lamA0.2: anchors (every close), stats, results, log (the second home until the publishing convention is settled; Phil 2026-10-08)
surface arm qwen3/mse_solo_o0_bytes: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
import arm qwen3/head_k16_solo_o0_lamA0.5: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
import arm qwen3/head_k16_solo_o0_lamA0.5: anchors (every close), stats, results, log (the second home until the publishing convention is settled; Phil 2026-10-08)
import arm qwen3/frame_k16_solo_o0_lamA2: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
import arm qwen3/frame_k16_solo_o0_lamA2: anchors (every close), stats, results, log (the second home until the publishing convention is settled; Phil 2026-10-08)
surface arm bert/mse_solo_o0: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
import arm qwen3/head_k16_solo_o0_lamA2: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
import arm qwen3/head_k16_solo_o0_lamA2: anchors (every close), stats, results, log (the second home until the publishing convention is settled; Phil 2026-10-08)
import arm qwen3/head_k16_solo_o0: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
import arm qwen3/frame_k16_solo_o0: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
import arm qwen3/head_k16_solo_o0: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
import arm qwen3/head_k16_solo_o0: anchors (every close), stats, results, log (the second home until the publishing convention is settled; Phil 2026-10-08)
surface arm clip/mse_solo_o0: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
import arm qwen3/frame_k16_solo_o0: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
import arm qwen3/frame_k16_solo_o0: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
import arm qwen3/frame_k16_solo_o0: anchors (every close), stats, results, log (the second home until the publishing convention is settled; Phil 2026-10-08)
surface arm qwen3/mse_gXA_o0_lamA8: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
surface arm t5/mse_gXA_o0: anchors (every close), stats, results, log, readout (the second home until the publishing convention is settled; Phil 2026-10-08)
surface arm qwen3/mse_solo_o0: anchors (every close), stats, results, log (the second home until the publishing convention is settled; Phil 2026-10-08)
surface arm qwen3/mse_untrained_o0: anchors (every close), stats, results, log (the second home until the publishing convention is settled; Phil 2026-10-08)
surface arm qwen3/mse_gXA_o0_shuf: anchors (every close), stats, results, log (the second home until the publishing convention is settled; Phil 2026-10-08)
surface arm qwen3/mse_nce_gXA_o0: anchors (every close), stats, results, log (the second home until the publishing convention is settled; Phil 2026-10-08)
caption pack v2: photographs (dff, scf), CC12M x3 captions (8 shards + the held shard), danbooru multitier, COCO; the age protocol; the difficulty ledger
