Xyntetik Research: Model Surgery and Scale Recovery
Sublayer removal, healing and distillation-recovered quantization scales, each artifact beside the evidence that measured it. Negative results kept.
Updated • 62Note Nine preregistered runs on one frozen 30B: the extraction hypothesis died, two laws and two artifacts came out. Read this first.
Joakimpalm-Zen/Muse-Glimmer-30B-Surgical-Q4_K-GGUF
Text Generation • 28B • Updated • 290Note 4.75% of the decoder removed and healed, Q4_K. Passes the bar (97.74% / 0.04810). Research artifact.
Joakimpalm-Zen/Muse-Glimmer-30B-Surgical-Q8_0-GGUF
Text Generation • 28B • Updated • 384 • 1Note 6.34% removed and healed, Q8_0. Passes the bar (98.34% / 0.03883). Research artifact.
Joakimpalm-Zen/Muse-Glimmer-30B-Surgical-6p34-Q4_K-recovered-GGUF
28B • Updated • 295 • 1Note The 6.34% model at Q4_K with distillation-recovered scales: inside the bar (97.90% / 0.04949) where the plain Q4_K failed.
Joakimpalm-Zen/Muse-Glimmer-30B-scale-recovery-evidence
Updated • 163Note Preregistration, four-arm scores, harness and HellaSwag records, training logs and code behind the recovered Q4_K.
Joakimpalm-Zen/gemma-4-31B-it-attn48-removed-Q4_0-GGUF
Text Generation • 31B • Updated • 415 • 1Note One attention block physically removed (Runner 0.4.7+, CPU path). Frees KV cache; llama.cpp refuses it by name.
Joakimpalm-Zen/Qwen3.8-27B-GSQ-RCO-IQ3_S-recovered-GGUF
27B • Updated • 2.7k • 17Note ISTA-DASLab's IQ3_S file with every block scale retrained against the BF16 parent. Same bytes, same layout; inside the bar.
Joakimpalm-Zen/Qwen3.8-27B-GSQ-RCO-scale-recovery-evidence
Updated • 355Note Run record, training log, fidelity and HellaSwag records, frontier table and code behind the recovered IQ3_S.
Joakimpalm-Zen/Cloudflare-clef-IQ3_S-recovered-GGUF
27B • Updated • 1.61kNote A 3-bit Clef backbone with two recovery adapters; the house bar (KLD 0.05, top-1 97%) not met, stated on the card.