[{"name":"r44_chunk0_moce","kind":"directory","size":0,"lastCommitHash":"00cb04eeaa96ce78f6932f2ffab80f100037fd17","lastCommitWhen":"2026-10-19T22:12:50+03:00","lastCommitMessage":"audits: archive r44 chunk-0 MoCE measurement (reconstructed; 47/64 KL rows unrecoverable, hashes null)\n"},{"name":"r45_colab_ssh_slot","kind":"directory","size":0,"lastCommitHash":"d870a2597946268b8ae244aff48c3b7b70b9440b","lastCommitWhen":"2026-10-19T22:26:34+03:00","lastCommitMessage":"audits: r45 colab ssh-slot refusal - ColabSshSessionError + HTTP recovery helpers (patch in dawn's albedo checkout, uncommitted)\n"},{"name":"argon_k512_decode_opt.md","kind":"file","size":17680,"lastCommitHash":"9d4fcca5c2883fea2e1248a370150d2e9ed2be88","lastCommitWhen":"2026-10-17T04:34:21+03:00","lastCommitMessage":"Add Anti-Slop v4.1b, M5 decode/prefill optimizations (22.64 tok/s decode, 5.27x prefill), and SCR pad-carry\n"},{"name":"argon_multi_tok_kernels.md","kind":"file","size":20525,"lastCommitHash":"bec6ab3befd4668fe5ba567d748cfb43d571e1dc","lastCommitWhen":"2026-10-17T08:21:59+03:00","lastCommitMessage":"Round 1 blitz: MTP batched fc_hidden + sink=64 + valid-run KV, single-rw mm_gu3, multi-tok M5 gemv/moe tiles, prompt publish_ready (32.7-40.8 tok/s)\n"},{"name":"argon_prefill_barriers.md","kind":"file","size":11135,"lastCommitHash":"4b0f233f9e13baf707514e278f7749bd1a4f1357","lastCommitWhen":"2026-10-17T09:53:32+03:00","lastCommitMessage":"Round 2 blitz: gemv_cat+gr_norm_comb fusion, 1247 prefill barriers removed, M5 gemm_f16 tiles, slop4 MTP, P_GSLOT cache fix, parallel qsa_prep (32.4-41.2 tok/s)\n"},{"name":"argon_prefill_plan.md","kind":"file","size":9779,"lastCommitHash":"89188acfff2805d9997a830b1a274eafc009833c","lastCommitWhen":"2026-10-17T11:16:51+03:00","lastCommitMessage":"Round 4 blitz: gr_norm_h_moe + PLE fusion (-189 MB scratch), mtp_rms_xprep + mtp_combine_gnorm (218 ms MTP), 5.9x MoE plan + 1.7x mm_gather_h (336.4 tok/s prefill, 32.8-41.0 tok/s decode)\n"},{"name":"argon_r10_gather.md","kind":"file","size":8097,"lastCommitHash":"aeb4f92d1fa0bb01c604cdf9aead1352d5669042","lastCommitWhen":"2026-10-17T15:05:27+03:00","lastCommitMessage":"Round 10 blitz: qsa_flash 2.2x (-51.9% / -146.1 ms in kprof via unconditional hoisted rv/rk + vec4 epilogue), gdn_pre float4 conv, uint4 mm_gather_h + s_id-free mm_place\n"},{"name":"argon_r11_moemm.md","kind":"file","size":9859,"lastCommitHash":"70aef903ca629e1b28932957d81b2d6f9eee91c8","lastCommitWhen":"2026-10-17T16:20:08+03:00","lastCommitMessage":"Round 11 blitz: gemm_f16 tile selector (-18% / -234 ms), qsa_attn_mm hoisted rv/rk (-44.5%), branchless W8<T_IQ3_S> (-50.8% / 2.03x) + W8<T_IQ2_XS> k_hoist (-57 ms), 3,397.5 ms GPU kprof (583.7 tok/s GPU) & 2048 prompt chunk on :8080\n"},{"name":"argon_r12_gemm.md","kind":"file","size":12426,"lastCommitHash":"86255f22e8636122fb75c47989830fc29ac006c3","lastCommitWhen":"2026-10-17T16:48:54+03:00","lastCommitMessage":"Round 12 blitz: qsa_topk 3.85x (cached keys + simdgroup scan + paired emit), gemm_hc_up_reg_32_128_4 + unrolled epilogue (-6.9%), Q6_K hoisted mm_gu3 (-4.3%), 3,375.4 ms GPU kprof (587.5 tok/s GPU)\n"},{"name":"argon_r13_dqflat.md","kind":"file","size":9151,"lastCommitHash":"ceb17220b460a95ba6705828c0453df63e523d0b","lastCommitWhen":"2026-10-17T18:06:46+03:00","lastCommitMessage":"Round 13 blitz: gemm_hc_down + gemm_swiglu_up K4 register epilogues (-144 dispatches, -985 MB DRAM/chunk, 600.6 tok/s GPU kprof), dq_f16 exact-simdgroup 2D grid, SpecGate + mtp_draft PLE prefetch\n"},{"name":"argon_r14_gdn_gr.md","kind":"file","size":7529,"lastCommitHash":"f73d5df1d62b00f6ae4e6b23f8ca7f6db30bd6e5","lastCommitWhen":"2026-10-17T18:58:35+03:00","lastCommitMessage":"Round 14 blitz: qsa_flash/qsa_attn_mm byte-offset + zero-scale hoist (-9.7% at pos0>=2048, 443.2 tok/s on 10.18K Albedo prompt), gdn_scanr_4 hk-locality, compacted moe_comb roff, mm_gu3 IQ2_XS half4 HS store\n"},{"name":"argon_r15_prep.md","kind":"file","size":7579,"lastCommitHash":"2eb7dc0eb1eb94ce836a25c5b72aeecf8dd09681","lastCommitWhen":"2026-10-17T19:26:30+03:00","lastCommitMessage":"Round 15 blitz: prompt_chunk router+plan/shexp wave zipping (-190 barriers), fused Wal+Wbe N=96 GEMM (-36 dispatches), QSA PSO pre-warm (-202 ms Chunk-1 stall), qsa_score_mm causal-future skip (-19.4%), qsa_prep 320B TG + 2 barriers\n"},{"name":"argon_r16_ple.md","kind":"file","size":5543,"lastCommitHash":"f3384f69c818215d3a3657ed02cd1dc6c68834cc","lastCommitWhen":"2026-10-17T19:52:37+03:00","lastCommitMessage":"Round 16 blitz: fused QSA Wk+Wv+Wik(+Wiq) single GEMM (-24..-36 dispatches, -5.6 MB scratch), decode resident-MoE + shared-expert wave zip (-48 barriers), gemv TAB>1 guards, ple_moe_gate_norm_c SIMD compaction + ple_conv half4/t>=9\n"},{"name":"argon_r17_gdn.md","kind":"file","size":5581,"lastCommitHash":"5dad0206d5d865daf0b548d9ddc531f4ee01abb2","lastCommitWhen":"2026-10-17T20:12:03+03:00","lastCommitMessage":"Round 17 blitz: mtp.metal float4 vectorization + Q8_0 gemv_catk, barrier-free simd_shuffle_down in gr_up_f/gr_up3/qsa_merge, gdn_step ib==0 readout pruning + qsa_attn char4 K loads (39.56 tok/s warm decode)\n"},{"name":"argon_r18_qsa2.md","kind":"file","size":7130,"lastCommitHash":"35f84cbe162d134c2a453d7f5dccc03beedb5b7e","lastCommitWhen":"2026-10-17T20:49:41+03:00","lastCommitMessage":"Round 18 blitz: per-stream gr_norm_comb 5.09x (-80%), xprep float4 (-46.8%), moe_combine_sh (-49%), Q6_K moe_gu NE>=3 (-25%), qsa_topk2/qsa_score (-5..9%) -> 40.03 tok/s decode & 445.79 tok/s 10.18K prefill\n"},{"name":"argon_r19_gemv.md","kind":"file","size":11073,"lastCommitHash":"75d719c91502a1ec9fc9584e1b658751962910fd","lastCommitWhen":"2026-10-17T21:34:21+03:00","lastCommitMessage":"Round 19 blitz: gemv NTOK/NR/KS unroll (-5.4% to -29.4% at ntok>=2), mtp_pick/slop unroll_count(4) (-27..60%), ple_comb_query_gate_norm + load-time prewarm -> 40.44 tok/s decode & 212.5 ms mtp_ms\n"},{"name":"argon_r20_gdn.md","kind":"file","size":3865,"lastCommitHash":"4b7eddca1654850746a05ae888b1e0dbed139b2b","lastCommitWhen":"2026-10-17T22:01:24+03:00","lastCommitMessage":"Round 20 blitz: mtp_load mlock 708 MB experts (mtp_ms 398->122 ms on 11K, 433->202 ms on 2K; 40.57 tok/s decode), qsa_attn (-20..40%) + qsa_merge (-10..13%), gdn_scanr_4 32-bit offsets (186.15 ms kprof)\n"},{"name":"argon_r21_gdn_moe.md","kind":"file","size":6767,"lastCommitHash":"0d39e8e147731815e3a6858b9412222258ad7994","lastCommitWhen":"2026-10-17T22:22:20+03:00","lastCommitMessage":"Round 21 blitz: gr_down/gr_up GR_NTOK unroll (-5.4..18.0%), qsa_attn2/qsa_merge2 (-36.8..40.6% / -8.3..14.6%), gdn_step st_off + moe_plan topk10 unroll_count(10) (-9.5..26.6%) -> 41.66 tok/s decode & 193.9 ms mtp_ms\n"},{"name":"argon_r22_moe.md","kind":"file","size":8310,"lastCommitHash":"3c41c248727d5c414def788487408e55bda4f3d8","lastCommitWhen":"2026-10-17T22:47:31+03:00","lastCommitMessage":"Round 22 blitz: gr_down_4_4/_r2 NR=2 xn reuse (-8.1..26.1%), moe_down/moe_gu q2_combine (-7.7..22.5%) + plan_body simd_prefix (-14.6..35.4%), swiglu_prep barrier-free -> 35.66 tok/s coding & 24.71 tok/s @10.2K decode\n"},{"name":"argon_r23_moemm.md","kind":"file","size":6387,"lastCommitHash":"e1737f7dca139a1f2f0e6475c013ad2036ab52cc","lastCommitWhen":"2026-10-17T23:43:31+03:00","lastCommitMessage":"Round 23 blitz: ksg popcount + gemv_direct_x/gemv_q2_raw_combine + mm_gu3 sign4_iq2xs/ptr-folding -> 42.01 tok/s decode & 602.1 tok/s GPU prefill\n"},{"name":"argon_r24_moemm.md","kind":"file","size":6062,"lastCommitHash":"a6202763ec7d59f898d70991a7a23ea31d045aa3","lastCommitWhen":"2026-10-18T00:18:51+03:00","lastCommitMessage":"Round 24 blitz: W8<T_Q6_K> (+12.8..24.9%), qsa_flash 32-bit ko/vo (-11.7% @8K), TAB 1024/512 + gr_norm_h_moec k-outer + gemm_hc_down *0.25f\n"},{"name":"argon_r25_moemm.md","kind":"file","size":5468,"lastCommitHash":"a1f70833a8a13da7d3134b2396c335198bd5e65d","lastCommitWhen":"2026-10-18T01:16:26+03:00","lastCommitMessage":"Round 25 blitz: mm_down3 Q2_0 64-elem block step + run_q<2/6/10/14> (-11.8% in kprof, 361.9->319.2 ms), gdn_post gate/gamma preload (-0.7%), mm_gu3 half4 HS store pointer hoist\n"},{"name":"argon_r26_moemm.md","kind":"file","size":8650,"lastCommitHash":"69531aa5c3146143b6528ad6805c4affb8da4050","lastCommitWhen":"2026-10-18T01:59:35+03:00","lastCommitMessage":"Round 26 blitz: qsa_attn_mm 32-bit ko/vo + float4 loads (-23.3..-29.9%), gemv IQ4_XS packed_uint4 5-reg codes (-1.5..-5% cold DRAM), DW<IQ4_XS/IQ4_NL/Q6_K> unroll + MM_V3_ONLY fast compile\n"},{"name":"argon_r27_gdn.md","kind":"file","size":7721,"lastCommitHash":"5dc990523841304a8f2a754aec3dd9ca20115a5e","lastCommitWhen":"2026-10-18T02:28:44+03:00","lastCommitMessage":"Round 27 blitz: gdn_step_t 5->4 barriers + dt/ssm_a hoist + red2[IB-1] (-3.0..-7.9%), qsa_merge2/qsa_merge float2(m,l) + simd_max (-8..-20%), gemv_tile n_out=512 32,2,4,1 (-3.2..-25.5%) + Q2_0 640->2560 8,2,4,1\n"},{"name":"argon_r28_ple.md","kind":"file","size":8272,"lastCommitHash":"2267f2a88fad30134cf06dbd2f2a853a4b7f8f6c","lastCommitWhen":"2026-10-18T03:00:52+03:00","lastCommitMessage":"Round 28 blitz: mtp.fc_hidden [t][c] stream batching (-52.1% n=2 / -29.3% n=3), ple.metal tg_sum barrier halving (-1.5..-5.8%), sample.metal tg_argmax unroll + router_route_8\n"},{"name":"argon_r29_moe.md","kind":"file","size":5933,"lastCommitHash":"0958c6b16b3306cfc9916d7a49589fde5c5e14ba","lastCommitWhen":"2026-10-18T03:49:56+03:00","lastCommitMessage":"Round 29 blitz: mm_gu3 T_IQ2_S scale caching (-86.2 ms / -10% in kprof) & T_IQ2_XXS byte loads (-6.5%), moe_route e512/res_mask (-20.6..-26.4%) + deq<T_IQ2_S/XXS> (-1.1..-6.9%)\n"},{"name":"argon_r30_gdn.md","kind":"file","size":5449,"lastCommitHash":"9e4b43257077c3e291bba04309e3e7f202267a30","lastCommitWhen":"2026-10-18T04:23:22+03:00","lastCommitMessage":"Round 30 blitz: W4<T_Q2_0>::dec FP16 0x6400 exponent trick (-10.5% mm_down3 / -37 ms in kprof -> 610.75 tok/s GPU prefill) + gdn_pre/post float4 simd_sum\n"},{"name":"argon_r31_dq.md","kind":"file","size":4733,"lastCommitHash":"eb15e06280473bed8657082dedb5d16a49a2f3cc","lastCommitWhen":"2026-10-18T05:08:26+03:00","lastCommitMessage":"Round 31 blitz: mm_gu3 IQ2_S/IQ2_XXS/IQ2_XS/IQ3_S tab+hh & shift (+6.8..+8.2% / -57.9 ms in kprof), moe_down/gemv Q2_0R 0x6400 half-mantissa decode (-7.6..-17.4%), dq_f16 IQ4 tab init & perm=4 inverse contiguous write\n"},{"name":"argon_r32_moe.md","kind":"file","size":7199,"lastCommitHash":"aa55103018b23eb4322a304f856cd23015260be9","lastCommitWhen":"2026-10-18T05:57:17+03:00","lastCommitMessage":"Round 32 blitz: qsa_flash sp[4] 3->1 barrier & ko[j] offset + unroll (-4.0..-5.5% / -6.1 ms in kprof), mm_gu3 T_IQ2_S half4 HS store (-9.0 ms in kprof -> 3175.3 ms / 624.5 tok/s GPU prefill!), deq uint2 grid loads + deq_iq_packed (-> 408.75 tok/s prefill & 42.16 tok/s decode!)\n"},{"name":"argon_r33_gdn.md","kind":"file","size":8505,"lastCommitHash":"d94675c31d77411a46785ff830f19c25474fdc69","lastCommitWhen":"2026-10-18T06:50:08+03:00","lastCommitMessage":"Round 33 blitz: gdn_step_t kl split + pre-barrier3 state commit (-1.1..-4.1%), gr_norm hoist (-6..-11%), GrdUnit<T_Q8_0,2> packed char4 (-10..-16%) -> 628.51 tok/s GPU prefill, mtp_ms 124.20/193.49/323.71ms\n"},{"name":"argon_r34_moemm.md","kind":"file","size":4440,"lastCommitHash":"910b3ef05466a4beaaae501decd270a7e7673685","lastCommitWhen":"2026-10-18T07:39:57+03:00","lastCommitMessage":"Round 34 blitz: gemm_hc_down TN=96 tail (-5.0..-7.2%), grd_acc ROLL=true at KS=4 (-1.9..-4.6% on _r2), W8<T_IQ3_S>::block + half4 HS store + IQ2_XS sboff -> 432.78 tok/s 2K prefill, 42.27 tok/s decode, 25.04 tok/s @10.2K\n"},{"name":"argon_r35_mtp.md","kind":"file","size":8902,"lastCommitHash":"9d9dc8aeeb9e1bd2eee73dcd38c8105c96e099ad","lastCommitWhen":"2026-10-18T08:17:17+03:00","lastCommitMessage":"Round 35 blitz: Wr/Wr2 router dq reuse (-47 dispatches/chunk), gemm_f16_16_96_2 Walbe (-13.6%), M%128<=64 64_128_4 (1.14x @ M=306), hc_up_tile row-tail trim (-2.5% @ T=289), mtp_rms_xprep (-37.5%) & mtp_embed (-21.8%) & mtp_slop_pen (-96.5%) -> 629.05 tok/s GPU prefill, 25.26 tok/s @10.2K decode, mtp_ms 192.17/355.15ms\n"},{"name":"argon_r36_qsa.md","kind":"file","size":5535,"lastCommitHash":"34041844c71411febc1c704cb5af829c0cd7f0f7","lastCommitWhen":"2026-10-18T08:51:15+03:00","lastCommitMessage":"Round 36 blitz: predL_/predL2_ token-0 fast path when PREFETCH_DRAFT<=0 (-16.0% hot / -6.8% cold), TM>32 row-tail trim in gemm_hc_down (-4.7% @ T=1025) & gemm_swiglu_up (-1.4% @ T=1025, -0.8% @ T=1987) -> mtp_ms 190.62ms, 42.26 tok/s decode\n"},{"name":"argon_r5_scratch.md","kind":"file","size":5810,"lastCommitHash":"f15273eb5e6bbad440803d77d6ad723efbc2c99f","lastCommitWhen":"2026-10-17T12:03:21+03:00","lastCommitMessage":"Round 5 blitz: gr_norm_h_moec/gr_apply_moec, qsa_prep#qf16, -580 MB scratch aliasing, deterministic prompt lookahead (352.1 tok/s prefill, 1.58 GB scratch)\n"},{"name":"argon_r6_gr_gdn.md","kind":"file","size":7045,"lastCommitHash":"f11c331c549a06d6a77a0dafc964c729bfef5d27","lastCommitWhen":"2026-10-17T12:40:06+03:00","lastCommitMessage":"Round 6 blitz: qsa_flash -20%, ple_moe_gate_norm_c + gated elim, -286 MB PLE/bo/yr aliasing (1.29 GB scratch), barrier-free gdn_pre/post, gr_norm_h* rv (366.8 tok/s prefill)\n"},{"name":"argon_r7_gdn.md","kind":"file","size":7477,"lastCommitHash":"059bf9ca7be5331b58cc372e794ab5e2577f9887","lastCommitWhen":"2026-10-17T13:07:30+03:00","lastCommitMessage":"Round 7 blitz: single-pass simd_broadcast gdn_scanr_4 (-22.2%), register gemm_hc_up (-8.9%), ple_hist_adv + 1.13 GB scratch (382.0 tok/s prefill, 40.4 tok/s decode)\n"},{"name":"argon_r8_dq.md","kind":"file","size":5081,"lastCommitHash":"8bc5f0383501fa6aaa21972553bd39b16d589d4e","lastCommitWhen":"2026-10-17T13:58:02+03:00","lastCommitMessage":"Round 8 blitz: prompt_chunk sigs/cuts shared-expert+MoE-plan overlap, W8 IQ2_XS/IQ2_XXS opt, gr_norm_h_stream_out, dq_f16+act_f16 half4 (385.1 tok/s 2K prefill, 122.9 tok/s short prefill)\n"},{"name":"argon_r9_quant.md","kind":"file","size":6018,"lastCommitHash":"0548b0c72548973273000fd956e6cc4481f0ce91","lastCommitWhen":"2026-10-17T14:34:37+03:00","lastCommitMessage":"Round 9 blitz: qsa_flash 19.9->7.6 KiB TG memory (4 TGs/core, -17.5% / -51.4 ms), TAB>1 barrier guards, IQ3_S dead sign load removal (392.02 tok/s 2K prefill, 40.11 tok/s decode)\n"},{"name":"astra_r38_qsa.md","kind":"file","size":4322,"lastCommitHash":"6aeb30db8407e507eb475189c19f28123bc4c187","lastCommitWhen":"2026-10-18T11:31:47+03:00","lastCommitMessage":"Round 38: hold_region layer-0 allow_hot=false + prompt/decode bytes_read_/reads_ split + mtp_prefill tail_cap sync with MTP_WIN -> 35.47 tok/s @10.2K decode, 473.80 tok/s @10.2K prefill, 42.57 tok/s @2K decode, 37.20 tok/s reasoning\n"},{"name":"astra_r39_qsa.md","kind":"file","size":6932,"lastCommitHash":"393a2a86a7f485ad7e2ecef4975b0e9b934a7d09","lastCommitWhen":"2026-10-18T12:20:35+03:00","lastCommitMessage":"round 39: port serving fixes and PLE reuse; verify parity, record perf uncertainty\n"},{"name":"opus_audit_phase0_2_m5_v2.md","kind":"file","size":15811,"lastCommitHash":"6fdbee9282f81329634c85668d1102b05408927e","lastCommitWhen":"2026-10-19T19:24:35+03:00","lastCommitMessage":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n"},{"name":"opus_audit_phase0_2_m5_v3.md","kind":"file","size":15317,"lastCommitHash":"6fdbee9282f81329634c85668d1102b05408927e","lastCommitWhen":"2026-10-19T19:24:35+03:00","lastCommitMessage":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n"},{"name":"opus_audit_phase0_2_m5_v4.md","kind":"file","size":16665,"lastCommitHash":"6fdbee9282f81329634c85668d1102b05408927e","lastCommitWhen":"2026-10-19T19:24:35+03:00","lastCommitMessage":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n"},{"name":"opus_audit_phase0_2_m5_v5.md","kind":"file","size":7302,"lastCommitHash":"6fdbee9282f81329634c85668d1102b05408927e","lastCommitWhen":"2026-10-19T19:24:35+03:00","lastCommitMessage":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n"},{"name":"opus_audit_phase0_2_m5.md","kind":"file","size":21963,"lastCommitHash":"6fdbee9282f81329634c85668d1102b05408927e","lastCommitWhen":"2026-10-19T19:24:35+03:00","lastCommitMessage":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n"},{"name":"opus_audit_phase1_methodology.md","kind":"file","size":27491,"lastCommitHash":"6fdbee9282f81329634c85668d1102b05408927e","lastCommitWhen":"2026-10-19T19:24:35+03:00","lastCommitMessage":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n"},{"name":"opus_audit_phase1a_v2.md","kind":"file","size":7915,"lastCommitHash":"6fdbee9282f81329634c85668d1102b05408927e","lastCommitWhen":"2026-10-19T19:24:35+03:00","lastCommitMessage":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n"},{"name":"opus_audit_phase1b.md","kind":"file","size":5278,"lastCommitHash":"6fdbee9282f81329634c85668d1102b05408927e","lastCommitWhen":"2026-10-19T19:24:35+03:00","lastCommitMessage":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n"},{"name":"opus_audit_phase1c_v2.md","kind":"file","size":11624,"lastCommitHash":"6fdbee9282f81329634c85668d1102b05408927e","lastCommitWhen":"2026-10-19T19:24:35+03:00","lastCommitMessage":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n"},{"name":"opus_audit_phase1c.md","kind":"file","size":14209,"lastCommitHash":"6fdbee9282f81329634c85668d1102b05408927e","lastCommitWhen":"2026-10-19T19:24:35+03:00","lastCommitMessage":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n"},{"name":"opus_audit_phase3_local_v1.md","kind":"file","size":35901,"lastCommitHash":"6fdbee9282f81329634c85668d1102b05408927e","lastCommitWhen":"2026-10-19T19:24:35+03:00","lastCommitMessage":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n"},{"name":"opus_audit_phase3_local_v2.md","kind":"file","size":23379,"lastCommitHash":"6fdbee9282f81329634c85668d1102b05408927e","lastCommitWhen":"2026-10-19T19:24:35+03:00","lastCommitMessage":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n"},{"name":"opus_audit_slice_replay.md","kind":"file","size":6786,"lastCommitHash":"6fdbee9282f81329634c85668d1102b05408927e","lastCommitWhen":"2026-10-19T19:24:35+03:00","lastCommitMessage":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n"},{"name":"opus_colibri_scout.md","kind":"file","size":28256,"lastCommitHash":"c6fccd489089982ddd7ae447704cafd92d3363fa","lastCommitWhen":"2026-10-17T16:59:53+03:00","lastCommitMessage":"Add audits/opus_colibri_scout.md: Colibri vs Strata Metal audit + M5 hazard/wait/entropy benchmarks\n"},{"name":"opus_decode_fusion.md","kind":"file","size":4196,"lastCommitHash":"4b0f233f9e13baf707514e278f7749bd1a4f1357","lastCommitWhen":"2026-10-17T09:53:32+03:00","lastCommitMessage":"Round 2 blitz: gemv_cat+gr_norm_comb fusion, 1247 prefill barriers removed, M5 gemm_f16 tiles, slop4 MTP, P_GSLOT cache fix, parallel qsa_prep (32.4-41.2 tok/s)\n"},{"name":"opus_gdn_qsa.md","kind":"file","size":9353,"lastCommitHash":"b3decf339e8bb99161c4673b19c6490a5c193447","lastCommitWhen":"2026-10-17T10:48:07+03:00","lastCommitMessage":"Round 3 blitz: GDN decode/prefill kernel optimization (gdn_step -12%, gdn_scanr_4 -8.4%), r1 MoCE unscaling fix, spec_min_p schedule (32.3-40.3 tok/s decode, 325 tok/s prefill)\n"},{"name":"opus_mtp_turbo.md","kind":"file","size":11033,"lastCommitHash":"bec6ab3befd4668fe5ba567d748cfb43d571e1dc","lastCommitWhen":"2026-10-17T08:21:59+03:00","lastCommitMessage":"Round 1 blitz: MTP batched fc_hidden + sink=64 + valid-run KV, single-rw mm_gu3, multi-tok M5 gemv/moe tiles, prompt publish_ready (32.7-40.8 tok/s)\n"},{"name":"opus_ple_moe_out.md","kind":"file","size":5695,"lastCommitHash":"89188acfff2805d9997a830b1a274eafc009833c","lastCommitWhen":"2026-10-17T11:16:51+03:00","lastCommitMessage":"Round 4 blitz: gr_norm_h_moe + PLE fusion (-189 MB scratch), mtp_rms_xprep + mtp_combine_gnorm (218 ms MTP), 5.9x MoE plan + 1.7x mm_gather_h (336.4 tok/s prefill, 32.8-41.0 tok/s decode)\n"},{"name":"opus_prefill_opt.md","kind":"file","size":10982,"lastCommitHash":"411096fc3dd9e891624ede72692893bda3a55a4e","lastCommitWhen":"2026-10-17T05:19:18+03:00","lastCommitMessage":"Add prefill lookahead router + async PLE (335-346 tok/s @ 2K), 64K/128K decode benchmarks (20.4-20.8 tok/s), and QSA-safe suffix drafting\n"},{"name":"opus_r10_qsa.md","kind":"file","size":4520,"lastCommitHash":"aeb4f92d1fa0bb01c604cdf9aead1352d5669042","lastCommitWhen":"2026-10-17T15:05:27+03:00","lastCommitMessage":"Round 10 blitz: qsa_flash 2.2x (-51.9% / -146.1 ms in kprof via unconditional hoisted rv/rk + vec4 epilogue), gdn_pre float4 conv, uint4 mm_gather_h + s_id-free mm_place\n"},{"name":"opus_r11_dense.md","kind":"file","size":14758,"lastCommitHash":"70aef903ca629e1b28932957d81b2d6f9eee91c8","lastCommitWhen":"2026-10-17T16:20:08+03:00","lastCommitMessage":"Round 11 blitz: gemm_f16 tile selector (-18% / -234 ms), qsa_attn_mm hoisted rv/rk (-44.5%), branchless W8<T_IQ3_S> (-50.8% / 2.03x) + W8<T_IQ2_XS> k_hoist (-57 ms), 3,397.5 ms GPU kprof (583.7 tok/s GPU) & 2048 prompt chunk on :8080\n"},{"name":"opus_r12_moemm.md","kind":"file","size":4279,"lastCommitHash":"86255f22e8636122fb75c47989830fc29ac006c3","lastCommitWhen":"2026-10-17T16:48:54+03:00","lastCommitMessage":"Round 12 blitz: qsa_topk 3.85x (cached keys + simdgroup scan + paired emit), gemm_hc_up_reg_32_128_4 + unrolled epilogue (-6.9%), Q6_K hoisted mm_gu3 (-4.3%), 3,375.4 ms GPU kprof (587.5 tok/s GPU)\n"},{"name":"opus_r13_hcdown.md","kind":"file","size":6203,"lastCommitHash":"ceb17220b460a95ba6705828c0453df63e523d0b","lastCommitWhen":"2026-10-17T18:06:46+03:00","lastCommitMessage":"Round 13 blitz: gemm_hc_down + gemm_swiglu_up K4 register epilogues (-144 dispatches, -985 MB DRAM/chunk, 600.6 tok/s GPU kprof), dq_f16 exact-simdgroup 2D grid, SpecGate + mtp_draft PLE prefetch\n"},{"name":"opus_r14_moemm.md","kind":"file","size":4779,"lastCommitHash":"f73d5df1d62b00f6ae4e6b23f8ca7f6db30bd6e5","lastCommitWhen":"2026-10-17T18:58:35+03:00","lastCommitMessage":"Round 14 blitz: qsa_flash/qsa_attn_mm byte-offset + zero-scale hoist (-9.7% at pos0>=2048, 443.2 tok/s on 10.18K Albedo prompt), gdn_scanr_4 hk-locality, compacted moe_comb roff, mm_gu3 IQ2_XS half4 HS store\n"},{"name":"opus_r15_win.md","kind":"file","size":5462,"lastCommitHash":"2eb7dc0eb1eb94ce836a25c5b72aeecf8dd09681","lastCommitWhen":"2026-10-17T19:26:30+03:00","lastCommitMessage":"Round 15 blitz: prompt_chunk router+plan/shexp wave zipping (-190 barriers), fused Wal+Wbe N=96 GEMM (-36 dispatches), QSA PSO pre-warm (-202 ms Chunk-1 stall), qsa_score_mm causal-future skip (-19.4%), qsa_prep 320B TG + 2 barriers\n"},{"name":"opus_r16_kvik.md","kind":"file","size":5451,"lastCommitHash":"f3384f69c818215d3a3657ed02cd1dc6c68834cc","lastCommitWhen":"2026-10-17T19:52:37+03:00","lastCommitMessage":"Round 16 blitz: fused QSA Wk+Wv+Wik(+Wiq) single GEMM (-24..-36 dispatches, -5.6 MB scratch), decode resident-MoE + shared-expert wave zip (-48 barriers), gemv TAB>1 guards, ple_moe_gate_norm_c SIMD compaction + ple_conv half4/t>=9\n"},{"name":"opus_r17_mtp.md","kind":"file","size":6760,"lastCommitHash":"5dad0206d5d865daf0b548d9ddc531f4ee01abb2","lastCommitWhen":"2026-10-17T20:12:03+03:00","lastCommitMessage":"Round 17 blitz: mtp.metal float4 vectorization + Q8_0 gemv_catk, barrier-free simd_shuffle_down in gr_up_f/gr_up3/qsa_merge, gdn_step ib==0 readout pruning + qsa_attn char4 K loads (39.56 tok/s warm decode)\n"},{"name":"opus_r18_moe.md","kind":"file","size":5376,"lastCommitHash":"35f84cbe162d134c2a453d7f5dccc03beedb5b7e","lastCommitWhen":"2026-10-17T20:49:41+03:00","lastCommitMessage":"Round 18 blitz: per-stream gr_norm_comb 5.09x (-80%), xprep float4 (-46.8%), moe_combine_sh (-49%), Q6_K moe_gu NE>=3 (-25%), qsa_topk2/qsa_score (-5..9%) -> 40.03 tok/s decode & 445.79 tok/s 10.18K prefill\n"},{"name":"opus_r19_prewarm.md","kind":"file","size":6009,"lastCommitHash":"75d719c91502a1ec9fc9584e1b658751962910fd","lastCommitWhen":"2026-10-17T21:34:21+03:00","lastCommitMessage":"Round 19 blitz: gemv NTOK/NR/KS unroll (-5.4% to -29.4% at ntok>=2), mtp_pick/slop unroll_count(4) (-27..60%), ple_comb_query_gate_norm + load-time prewarm -> 40.44 tok/s decode & 212.5 ms mtp_ms\n"},{"name":"opus_r20_mtp_qsa.md","kind":"file","size":6065,"lastCommitHash":"4b7eddca1654850746a05ae888b1e0dbed139b2b","lastCommitWhen":"2026-10-17T22:01:24+03:00","lastCommitMessage":"Round 20 blitz: mtp_load mlock 708 MB experts (mtp_ms 398->122 ms on 11K, 433->202 ms on 2K; 40.57 tok/s decode), qsa_attn (-20..40%) + qsa_merge (-10..13%), gdn_scanr_4 32-bit offsets (186.15 ms kprof)\n"},{"name":"opus_r21_gr.md","kind":"file","size":5225,"lastCommitHash":"0d39e8e147731815e3a6858b9412222258ad7994","lastCommitWhen":"2026-10-17T22:22:20+03:00","lastCommitMessage":"Round 21 blitz: gr_down/gr_up GR_NTOK unroll (-5.4..18.0%), qsa_attn2/qsa_merge2 (-36.8..40.6% / -8.3..14.6%), gdn_step st_off + moe_plan topk10 unroll_count(10) (-9.5..26.6%) -> 41.66 tok/s decode & 193.9 ms mtp_ms\n"},{"name":"opus_r22_gr.md","kind":"file","size":6597,"lastCommitHash":"3c41c248727d5c414def788487408e55bda4f3d8","lastCommitWhen":"2026-10-17T22:47:31+03:00","lastCommitMessage":"Round 22 blitz: gr_down_4_4/_r2 NR=2 xn reuse (-8.1..26.1%), moe_down/moe_gu q2_combine (-7.7..22.5%) + plan_body simd_prefix (-14.6..35.4%), swiglu_prep barrier-free -> 35.66 tok/s coding & 24.71 tok/s @10.2K decode\n"},{"name":"opus_r23_quant.md","kind":"file","size":7474,"lastCommitHash":"e1737f7dca139a1f2f0e6475c013ad2036ab52cc","lastCommitWhen":"2026-10-17T23:43:31+03:00","lastCommitMessage":"Round 23 blitz: ksg popcount + gemv_direct_x/gemv_q2_raw_combine + mm_gu3 sign4_iq2xs/ptr-folding -> 42.01 tok/s decode & 602.1 tok/s GPU prefill\n"},{"name":"opus_r24_prompt.md","kind":"file","size":4361,"lastCommitHash":"a6202763ec7d59f898d70991a7a23ea31d045aa3","lastCommitWhen":"2026-10-18T00:18:51+03:00","lastCommitMessage":"Round 24 blitz: W8<T_Q6_K> (+12.8..24.9%), qsa_flash 32-bit ko/vo (-11.7% @8K), TAB 1024/512 + gr_norm_h_moec k-outer + gemm_hc_down *0.25f\n"},{"name":"opus_r25_gdn.md","kind":"file","size":3260,"lastCommitHash":"a1f70833a8a13da7d3134b2396c335198bd5e65d","lastCommitWhen":"2026-10-18T01:16:26+03:00","lastCommitMessage":"Round 25 blitz: mm_down3 Q2_0 64-elem block step + run_q<2/6/10/14> (-11.8% in kprof, 361.9->319.2 ms), gdn_post gate/gamma preload (-0.7%), mm_gu3 half4 HS store pointer hoist\n"},{"name":"opus_r26_gemv.md","kind":"file","size":6237,"lastCommitHash":"69531aa5c3146143b6528ad6805c4affb8da4050","lastCommitWhen":"2026-10-18T01:59:35+03:00","lastCommitMessage":"Round 26 blitz: qsa_attn_mm 32-bit ko/vo + float4 loads (-23.3..-29.9%), gemv IQ4_XS packed_uint4 5-reg codes (-1.5..-5% cold DRAM), DW<IQ4_XS/IQ4_NL/Q6_K> unroll + MM_V3_ONLY fast compile\n"},{"name":"opus_r27_gemv.md","kind":"file","size":23885,"lastCommitHash":"5dc990523841304a8f2a754aec3dd9ca20115a5e","lastCommitWhen":"2026-10-18T02:28:44+03:00","lastCommitMessage":"Round 27 blitz: gdn_step_t 5->4 barriers + dt/ssm_a hoist + red2[IB-1] (-3.0..-7.9%), qsa_merge2/qsa_merge float2(m,l) + simd_max (-8..-20%), gemv_tile n_out=512 32,2,4,1 (-3.2..-25.5%) + Q2_0 640->2560 8,2,4,1\n"},{"name":"opus_r28_mtp.md","kind":"file","size":7666,"lastCommitHash":"2267f2a88fad30134cf06dbd2f2a853a4b7f8f6c","lastCommitWhen":"2026-10-18T03:00:52+03:00","lastCommitMessage":"Round 28 blitz: mtp.fc_hidden [t][c] stream batching (-52.1% n=2 / -29.3% n=3), ple.metal tg_sum barrier halving (-1.5..-5.8%), sample.metal tg_argmax unroll + router_route_8\n"},{"name":"opus_r29_prompt.md","kind":"file","size":6897,"lastCommitHash":"0958c6b16b3306cfc9916d7a49589fde5c5e14ba","lastCommitWhen":"2026-10-18T03:49:56+03:00","lastCommitMessage":"Round 29 blitz: mm_gu3 T_IQ2_S scale caching (-86.2 ms / -10% in kprof) & T_IQ2_XXS byte loads (-6.5%), moe_route e512/res_mask (-20.6..-26.4%) + deq<T_IQ2_S/XXS> (-1.1..-6.9%)\n"},{"name":"opus_r30_moemm.md","kind":"file","size":4353,"lastCommitHash":"9e4b43257077c3e291bba04309e3e7f202267a30","lastCommitWhen":"2026-10-18T04:23:22+03:00","lastCommitMessage":"Round 30 blitz: W4<T_Q2_0>::dec FP16 0x6400 exponent trick (-10.5% mm_down3 / -37 ms in kprof -> 610.75 tok/s GPU prefill) + gdn_pre/post float4 simd_sum\n"},{"name":"opus_r31_moemm.md","kind":"file","size":5089,"lastCommitHash":"eb15e06280473bed8657082dedb5d16a49a2f3cc","lastCommitWhen":"2026-10-18T05:08:26+03:00","lastCommitMessage":"Round 31 blitz: mm_gu3 IQ2_S/IQ2_XXS/IQ2_XS/IQ3_S tab+hh & shift (+6.8..+8.2% / -57.9 ms in kprof), moe_down/gemv Q2_0R 0x6400 half-mantissa decode (-7.6..-17.4%), dq_f16 IQ4 tab init & perm=4 inverse contiguous write\n"},{"name":"opus_r32_moemm.md","kind":"file","size":3493,"lastCommitHash":"aa55103018b23eb4322a304f856cd23015260be9","lastCommitWhen":"2026-10-18T05:57:17+03:00","lastCommitMessage":"Round 32 blitz: qsa_flash sp[4] 3->1 barrier & ko[j] offset + unroll (-4.0..-5.5% / -6.1 ms in kprof), mm_gu3 T_IQ2_S half4 HS store (-9.0 ms in kprof -> 3175.3 ms / 624.5 tok/s GPU prefill!), deq uint2 grid loads + deq_iq_packed (-> 408.75 tok/s prefill & 42.16 tok/s decode!)\n"},{"name":"opus_r33_gr.md","kind":"file","size":7117,"lastCommitHash":"d94675c31d77411a46785ff830f19c25474fdc69","lastCommitWhen":"2026-10-18T06:50:08+03:00","lastCommitMessage":"Round 33 blitz: gdn_step_t kl split + pre-barrier3 state commit (-1.1..-4.1%), gr_norm hoist (-6..-11%), GrdUnit<T_Q8_0,2> packed char4 (-10..-16%) -> 628.51 tok/s GPU prefill, mtp_ms 124.20/193.49/323.71ms\n"},{"name":"opus_r34_gr.md","kind":"file","size":6002,"lastCommitHash":"910b3ef05466a4beaaae501decd270a7e7673685","lastCommitWhen":"2026-10-18T07:39:57+03:00","lastCommitMessage":"Round 34 blitz: gemm_hc_down TN=96 tail (-5.0..-7.2%), grd_acc ROLL=true at KS=4 (-1.9..-4.6% on _r2), W8<T_IQ3_S>::block + half4 HS store + IQ2_XS sboff -> 432.78 tok/s 2K prefill, 42.27 tok/s decode, 25.04 tok/s @10.2K\n"},{"name":"opus_r35_dense.md","kind":"file","size":5164,"lastCommitHash":"9d9dc8aeeb9e1bd2eee73dcd38c8105c96e099ad","lastCommitWhen":"2026-10-18T08:17:17+03:00","lastCommitMessage":"Round 35 blitz: Wr/Wr2 router dq reuse (-47 dispatches/chunk), gemm_f16_16_96_2 Walbe (-13.6%), M%128<=64 64_128_4 (1.14x @ M=306), hc_up_tile row-tail trim (-2.5% @ T=289), mtp_rms_xprep (-37.5%) & mtp_embed (-21.8%) & mtp_slop_pen (-96.5%) -> 629.05 tok/s GPU prefill, 25.26 tok/s @10.2K decode, mtp_ms 192.17/355.15ms\n"},{"name":"opus_r36_decode.md","kind":"file","size":3162,"lastCommitHash":"34041844c71411febc1c704cb5af829c0cd7f0f7","lastCommitWhen":"2026-10-18T08:51:15+03:00","lastCommitMessage":"Round 36 blitz: predL_/predL2_ token-0 fast path when PREFETCH_DRAFT<=0 (-16.0% hot / -6.8% cold), TM>32 row-tail trim in gemm_hc_down (-4.7% @ T=1025) & gemm_swiglu_up (-1.4% @ T=1025, -0.8% @ T=1987) -> mtp_ms 190.62ms, 42.26 tok/s decode\n"},{"name":"opus_r5_comb.md","kind":"file","size":5174,"lastCommitHash":"f15273eb5e6bbad440803d77d6ad723efbc2c99f","lastCommitWhen":"2026-10-17T12:03:21+03:00","lastCommitMessage":"Round 5 blitz: gr_norm_h_moec/gr_apply_moec, qsa_prep#qf16, -580 MB scratch aliasing, deterministic prompt lookahead (352.1 tok/s prefill, 1.58 GB scratch)\n"},{"name":"opus_r6_ple.md","kind":"file","size":6471,"lastCommitHash":"f11c331c549a06d6a77a0dafc964c729bfef5d27","lastCommitWhen":"2026-10-17T12:40:06+03:00","lastCommitMessage":"Round 6 blitz: qsa_flash -20%, ple_moe_gate_norm_c + gated elim, -286 MB PLE/bo/yr aliasing (1.29 GB scratch), barrier-free gdn_pre/post, gr_norm_h* rv (366.8 tok/s prefill)\n"},{"name":"opus_r7_scratch.md","kind":"file","size":4579,"lastCommitHash":"059bf9ca7be5331b58cc372e794ab5e2577f9887","lastCommitWhen":"2026-10-17T13:07:30+03:00","lastCommitMessage":"Round 7 blitz: single-pass simd_broadcast gdn_scanr_4 (-22.2%), register gemm_hc_up (-8.9%), ple_hist_adv + 1.13 GB scratch (382.0 tok/s prefill, 40.4 tok/s decode)\n"},{"name":"opus_r8_moemm.md","kind":"file","size":2919,"lastCommitHash":"8bc5f0383501fa6aaa21972553bd39b16d589d4e","lastCommitWhen":"2026-10-17T13:58:02+03:00","lastCommitMessage":"Round 8 blitz: prompt_chunk sigs/cuts shared-expert+MoE-plan overlap, W8 IQ2_XS/IQ2_XXS opt, gr_norm_h_stream_out, dq_f16+act_f16 half4 (385.1 tok/s 2K prefill, 122.9 tok/s short prefill)\n"},{"name":"opus_r9_qsa.md","kind":"file","size":3534,"lastCommitHash":"0548b0c72548973273000fd956e6cc4481f0ce91","lastCommitWhen":"2026-10-17T14:34:37+03:00","lastCommitMessage":"Round 9 blitz: qsa_flash 19.9->7.6 KiB TG memory (4 TGs/core, -17.5% / -51.4 ms), TAB>1 barrier guards, IQ3_S dead sign load removal (392.02 tok/s 2K prefill, 40.11 tok/s decode)\n"},{"name":"opus_strata_metal_opts_v1.md","kind":"file","size":15946,"lastCommitHash":"be8f7b6ffd1707aa099a39ec6e7917bccca41538","lastCommitWhen":"2026-10-16T21:55:42+03:00","lastCommitMessage":"Complete Phase 4 v3.2 Layer-47 WFLD anti-slop, Phase 5 Strata Metal v3 (22.08-22.25 tok/s), and Opus audits (v1-v3.2 + blind sign-off)\n"},{"name":"opus_strata_metal_opts_v2.md","kind":"file","size":8590,"lastCommitHash":"be8f7b6ffd1707aa099a39ec6e7917bccca41538","lastCommitWhen":"2026-10-16T21:55:42+03:00","lastCommitMessage":"Complete Phase 4 v3.2 Layer-47 WFLD anti-slop, Phase 5 Strata Metal v3 (22.08-22.25 tok/s), and Opus audits (v1-v3.2 + blind sign-off)\n"},{"name":"opus_strata_metal_opts_v3.md","kind":"file","size":28536,"lastCommitHash":"be8f7b6ffd1707aa099a39ec6e7917bccca41538","lastCommitWhen":"2026-10-16T21:55:42+03:00","lastCommitMessage":"Complete Phase 4 v3.2 Layer-47 WFLD anti-slop, Phase 5 Strata Metal v3 (22.08-22.25 tok/s), and Opus audits (v1-v3.2 + blind sign-off)\n"},{"name":"r39_integration.md","kind":"file","size":6582,"lastCommitHash":"fadc5c26bd5335162bb7a16fa53050815ff84dbc","lastCommitWhen":"2026-10-18T12:22:21+03:00","lastCommitMessage":"document paired-run review limits and baseline provenance\n"},{"name":"r39_opus_review.md","kind":"file","size":18047,"lastCommitHash":"fadc5c26bd5335162bb7a16fa53050815ff84dbc","lastCommitWhen":"2026-10-18T12:22:21+03:00","lastCommitMessage":"document paired-run review limits and baseline provenance\n"},{"name":"r39_serve.md","kind":"file","size":7411,"lastCommitHash":"393a2a86a7f485ad7e2ecef4975b0e9b934a7d09","lastCommitWhen":"2026-10-18T12:20:35+03:00","lastCommitMessage":"round 39: port serving fixes and PLE reuse; verify parity, record perf uncertainty\n"},{"name":"r40_opus_readme_review.md","kind":"file","size":6641,"lastCommitHash":"2f329ddb90650a51df8fd9bafb3b0840d721f22b","lastCommitWhen":"2026-10-18T13:20:02+03:00","lastCommitMessage":"round 40: add apple silicon README, setup script, and complete strata metal diff\n"},{"name":"r40_rocm14_metal_optimizations.md","kind":"file","size":5930,"lastCommitHash":"166ab85b83ff07eda83c327bf293d1db365d2eb5","lastCommitWhen":"2026-10-19T18:40:22+03:00","lastCommitMessage":"round 43: port rocm adaptive-kv-stream opts to Metal (WY GDN prefill, MTP defer_catchup, GDN ring rollback, 1-sg qsa_prep, delayed-softmax topk, coalesced lazy mmap)\n"},{"name":"sol_async_stream_prefill.md","kind":"file","size":9576,"lastCommitHash":"bec6ab3befd4668fe5ba567d748cfb43d571e1dc","lastCommitWhen":"2026-10-17T08:21:59+03:00","lastCommitMessage":"Round 1 blitz: MTP batched fc_hidden + sink=64 + valid-run KV, single-rw mm_gu3, multi-tok M5 gemv/moe tiles, prompt publish_ready (32.7-40.8 tok/s)\n"},{"name":"sol_moce_spec.md","kind":"file","size":12893,"lastCommitHash":"b3decf339e8bb99161c4673b19c6490a5c193447","lastCommitWhen":"2026-10-17T10:48:07+03:00","lastCommitMessage":"Round 3 blitz: GDN decode/prefill kernel optimization (gdn_step -12%, gdn_scanr_4 -8.4%), r1 MoCE unscaling fix, spec_min_p schedule (32.3-40.3 tok/s decode, 325 tok/s prefill)\n"},{"name":"sol_moe_cache_policy.md","kind":"file","size":20185,"lastCommitHash":"411096fc3dd9e891624ede72692893bda3a55a4e","lastCommitWhen":"2026-10-17T05:19:18+03:00","lastCommitMessage":"Add prefill lookahead router + async PLE (335-346 tok/s @ 2K), 64K/128K decode benchmarks (20.4-20.8 tok/s), and QSA-safe suffix drafting\n"},{"name":"sol_mtp_fuse.md","kind":"file","size":6378,"lastCommitHash":"89188acfff2805d9997a830b1a274eafc009833c","lastCommitWhen":"2026-10-17T11:16:51+03:00","lastCommitMessage":"Round 4 blitz: gr_norm_h_moe + PLE fusion (-189 MB scratch), mtp_rms_xprep + mtp_combine_gnorm (218 ms MTP), 5.9x MoE plan + 1.7x mm_gather_h (336.4 tok/s prefill, 32.8-41.0 tok/s decode)\n"},{"name":"sol_r10_gdn.md","kind":"file","size":7797,"lastCommitHash":"aeb4f92d1fa0bb01c604cdf9aead1352d5669042","lastCommitWhen":"2026-10-17T15:05:27+03:00","lastCommitMessage":"Round 10 blitz: qsa_flash 2.2x (-51.9% / -146.1 ms in kprof via unconditional hoisted rv/rk + vec4 epilogue), gdn_pre float4 conv, uint4 mm_gather_h + s_id-free mm_place\n"},{"name":"sol_r11_qsa.md","kind":"file","size":7741,"lastCommitHash":"70aef903ca629e1b28932957d81b2d6f9eee91c8","lastCommitWhen":"2026-10-17T16:20:08+03:00","lastCommitMessage":"Round 11 blitz: gemm_f16 tile selector (-18% / -234 ms), qsa_attn_mm hoisted rv/rk (-44.5%), branchless W8<T_IQ3_S> (-50.8% / 2.03x) + W8<T_IQ2_XS> k_hoist (-57 ms), 3,397.5 ms GPU kprof (583.7 tok/s GPU) & 2048 prompt chunk on :8080\n"},{"name":"sol_r12_qsa.md","kind":"file","size":8606,"lastCommitHash":"86255f22e8636122fb75c47989830fc29ac006c3","lastCommitWhen":"2026-10-17T16:48:54+03:00","lastCommitMessage":"Round 12 blitz: qsa_topk 3.85x (cached keys + simdgroup scan + paired emit), gemm_hc_up_reg_32_128_4 + unrolled epilogue (-6.9%), Q6_K hoisted mm_gu3 (-4.3%), 3,375.4 ms GPU kprof (587.5 tok/s GPU)\n"},{"name":"sol_r13_specgate.md","kind":"file","size":7510,"lastCommitHash":"ceb17220b460a95ba6705828c0453df63e523d0b","lastCommitWhen":"2026-10-17T18:06:46+03:00","lastCommitMessage":"Round 13 blitz: gemm_hc_down + gemm_swiglu_up K4 register epilogues (-144 dispatches, -985 MB DRAM/chunk, 600.6 tok/s GPU kprof), dq_f16 exact-simdgroup 2D grid, SpecGate + mtp_draft PLE prefetch\n"},{"name":"sol_r14_qsa.md","kind":"file","size":8299,"lastCommitHash":"f73d5df1d62b00f6ae4e6b23f8ca7f6db30bd6e5","lastCommitWhen":"2026-10-17T18:58:35+03:00","lastCommitMessage":"Round 14 blitz: qsa_flash/qsa_attn_mm byte-offset + zero-scale hoist (-9.7% at pos0>=2048, 443.2 tok/s on 10.18K Albedo prompt), gdn_scanr_4 hk-locality, compacted moe_comb roff, mm_gu3 IQ2_XS half4 HS store\n"},{"name":"sol_r15_qsa.md","kind":"file","size":7768,"lastCommitHash":"2eb7dc0eb1eb94ce836a25c5b72aeecf8dd09681","lastCommitWhen":"2026-10-17T19:26:30+03:00","lastCommitMessage":"Round 15 blitz: prompt_chunk router+plan/shexp wave zipping (-190 barriers), fused Wal+Wbe N=96 GEMM (-36 dispatches), QSA PSO pre-warm (-202 ms Chunk-1 stall), qsa_score_mm causal-future skip (-19.4%), qsa_prep 320B TG + 2 barriers\n"},{"name":"sol_r16_dec.md","kind":"file","size":10117,"lastCommitHash":"f3384f69c818215d3a3657ed02cd1dc6c68834cc","lastCommitWhen":"2026-10-17T19:52:37+03:00","lastCommitMessage":"Round 16 blitz: fused QSA Wk+Wv+Wik(+Wiq) single GEMM (-24..-36 dispatches, -5.6 MB scratch), decode resident-MoE + shared-expert wave zip (-48 barriers), gemv TAB>1 guards, ple_moe_gate_norm_c SIMD compaction + ple_conv half4/t>=9\n"},{"name":"sol_r17_shuf.md","kind":"file","size":7299,"lastCommitHash":"5dad0206d5d865daf0b548d9ddc531f4ee01abb2","lastCommitWhen":"2026-10-17T20:12:03+03:00","lastCommitMessage":"Round 17 blitz: mtp.metal float4 vectorization + Q8_0 gemv_catk, barrier-free simd_shuffle_down in gr_up_f/gr_up3/qsa_merge, gdn_step ib==0 readout pruning + qsa_attn char4 K loads (39.56 tok/s warm decode)\n"},{"name":"sol_r18_grcomb.md","kind":"file","size":7191,"lastCommitHash":"35f84cbe162d134c2a453d7f5dccc03beedb5b7e","lastCommitWhen":"2026-10-17T20:49:41+03:00","lastCommitMessage":"Round 18 blitz: per-stream gr_norm_comb 5.09x (-80%), xprep float4 (-46.8%), moe_combine_sh (-49%), Q6_K moe_gu NE>=3 (-25%), qsa_topk2/qsa_score (-5..9%) -> 40.03 tok/s decode & 445.79 tok/s 10.18K prefill\n"},{"name":"sol_r19_sample.md","kind":"file","size":10115,"lastCommitHash":"75d719c91502a1ec9fc9584e1b658751962910fd","lastCommitWhen":"2026-10-17T21:34:21+03:00","lastCommitMessage":"Round 19 blitz: gemv NTOK/NR/KS unroll (-5.4% to -29.4% at ntok>=2), mtp_pick/slop unroll_count(4) (-27..60%), ple_comb_query_gate_norm + load-time prewarm -> 40.44 tok/s decode & 212.5 ms mtp_ms\n"},{"name":"sol_r20_gather.md","kind":"file","size":6730,"lastCommitHash":"4b7eddca1654850746a05ae888b1e0dbed139b2b","lastCommitWhen":"2026-10-17T22:01:24+03:00","lastCommitMessage":"Round 20 blitz: mtp_load mlock 708 MB experts (mtp_ms 398->122 ms on 11K, 433->202 ms on 2K; 40.57 tok/s decode), qsa_attn (-20..40%) + qsa_merge (-10..13%), gdn_scanr_4 32-bit offsets (186.15 ms kprof)\n"},{"name":"sol_r21_qsa2.md","kind":"file","size":5359,"lastCommitHash":"0d39e8e147731815e3a6858b9412222258ad7994","lastCommitWhen":"2026-10-17T22:22:20+03:00","lastCommitMessage":"Round 21 blitz: gr_down/gr_up GR_NTOK unroll (-5.4..18.0%), qsa_attn2/qsa_merge2 (-36.8..40.6% / -8.3..14.6%), gdn_step st_off + moe_plan topk10 unroll_count(10) (-9.5..26.6%) -> 41.66 tok/s decode & 193.9 ms mtp_ms\n"},{"name":"sol_r22_router_glue.md","kind":"file","size":7222,"lastCommitHash":"3c41c248727d5c414def788487408e55bda4f3d8","lastCommitWhen":"2026-10-17T22:47:31+03:00","lastCommitMessage":"Round 22 blitz: gr_down_4_4/_r2 NR=2 xn reuse (-8.1..26.1%), moe_down/moe_gu q2_combine (-7.7..22.5%) + plan_body simd_prefix (-14.6..35.4%), swiglu_prep barrier-free -> 35.66 tok/s coding & 24.71 tok/s @10.2K decode\n"},{"name":"sol_r23_gemv.md","kind":"file","size":9721,"lastCommitHash":"e1737f7dca139a1f2f0e6475c013ad2036ab52cc","lastCommitWhen":"2026-10-17T23:43:31+03:00","lastCommitMessage":"Round 23 blitz: ksg popcount + gemv_direct_x/gemv_q2_raw_combine + mm_gu3 sign4_iq2xs/ptr-folding -> 42.01 tok/s decode & 602.1 tok/s GPU prefill\n"},{"name":"sol_r24_qsa.md","kind":"file","size":5833,"lastCommitHash":"a6202763ec7d59f898d70991a7a23ea31d045aa3","lastCommitWhen":"2026-10-18T00:18:51+03:00","lastCommitMessage":"Round 24 blitz: W8<T_Q6_K> (+12.8..24.9%), qsa_flash 32-bit ko/vo (-11.7% @8K), TAB 1024/512 + gr_norm_h_moec k-outer + gemm_hc_down *0.25f\n"},{"name":"sol_r25_ple.md","kind":"file","size":6740,"lastCommitHash":"a1f70833a8a13da7d3134b2396c335198bd5e65d","lastCommitWhen":"2026-10-18T01:16:26+03:00","lastCommitMessage":"Round 25 blitz: mm_down3 Q2_0 64-elem block step + run_q<2/6/10/14> (-11.8% in kprof, 361.9->319.2 ms), gdn_post gate/gamma preload (-0.7%), mm_gu3 half4 HS store pointer hoist\n"},{"name":"sol_r26_qsa.md","kind":"file","size":7307,"lastCommitHash":"69531aa5c3146143b6528ad6805c4affb8da4050","lastCommitWhen":"2026-10-18T01:59:35+03:00","lastCommitMessage":"Round 26 blitz: qsa_attn_mm 32-bit ko/vo + float4 loads (-23.3..-29.9%), gemv IQ4_XS packed_uint4 5-reg codes (-1.5..-5% cold DRAM), DW<IQ4_XS/IQ4_NL/Q6_K> unroll + MM_V3_ONLY fast compile\n"},{"name":"sol_r27_qsa.md","kind":"file","size":6238,"lastCommitHash":"5dc990523841304a8f2a754aec3dd9ca20115a5e","lastCommitWhen":"2026-10-18T02:28:44+03:00","lastCommitMessage":"Round 27 blitz: gdn_step_t 5->4 barriers + dt/ssm_a hoist + red2[IB-1] (-3.0..-7.9%), qsa_merge2/qsa_merge float2(m,l) + simd_max (-8..-20%), gemv_tile n_out=512 32,2,4,1 (-3.2..-25.5%) + Q2_0 640->2560 8,2,4,1\n"},{"name":"sol_r28_router.md","kind":"file","size":6359,"lastCommitHash":"2267f2a88fad30134cf06dbd2f2a853a4b7f8f6c","lastCommitWhen":"2026-10-18T03:00:52+03:00","lastCommitMessage":"Round 28 blitz: mtp.fc_hidden [t][c] stream batching (-52.1% n=2 / -29.3% n=3), ple.metal tg_sum barrier halving (-1.5..-5.8%), sample.metal tg_argmax unroll + router_route_8\n"},{"name":"sol_r29_moemm.md","kind":"file","size":5472,"lastCommitHash":"0958c6b16b3306cfc9916d7a49589fde5c5e14ba","lastCommitWhen":"2026-10-18T03:49:56+03:00","lastCommitMessage":"Round 29 blitz: mm_gu3 T_IQ2_S scale caching (-86.2 ms / -10% in kprof) & T_IQ2_XXS byte loads (-6.5%), moe_route e512/res_mask (-20.6..-26.4%) + deq<T_IQ2_S/XXS> (-1.1..-6.9%)\n"},{"name":"sol_r30_prompt.md","kind":"file","size":6193,"lastCommitHash":"9e4b43257077c3e291bba04309e3e7f202267a30","lastCommitWhen":"2026-10-18T04:23:22+03:00","lastCommitMessage":"Round 30 blitz: W4<T_Q2_0>::dec FP16 0x6400 exponent trick (-10.5% mm_down3 / -37 ms in kprof -> 610.75 tok/s GPU prefill) + gdn_pre/post float4 simd_sum\n"},{"name":"sol_r31_moe.md","kind":"file","size":5808,"lastCommitHash":"eb15e06280473bed8657082dedb5d16a49a2f3cc","lastCommitWhen":"2026-10-18T05:08:26+03:00","lastCommitMessage":"Round 31 blitz: mm_gu3 IQ2_S/IQ2_XXS/IQ2_XS/IQ3_S tab+hh & shift (+6.8..+8.2% / -57.9 ms in kprof), moe_down/gemv Q2_0R 0x6400 half-mantissa decode (-7.6..-17.4%), dq_f16 IQ4 tab init & perm=4 inverse contiguous write\n"},{"name":"sol_r32_qsa.md","kind":"file","size":5635,"lastCommitHash":"aa55103018b23eb4322a304f856cd23015260be9","lastCommitWhen":"2026-10-18T05:57:17+03:00","lastCommitMessage":"Round 32 blitz: qsa_flash sp[4] 3->1 barrier & ko[j] offset + unroll (-4.0..-5.5% / -6.1 ms in kprof), mm_gu3 T_IQ2_S half4 HS store (-9.0 ms in kprof -> 3175.3 ms / 624.5 tok/s GPU prefill!), deq uint2 grid loads + deq_iq_packed (-> 408.75 tok/s prefill & 42.16 tok/s decode!)\n"},{"name":"sol_r33_qsa.md","kind":"file","size":5717,"lastCommitHash":"d94675c31d77411a46785ff830f19c25474fdc69","lastCommitWhen":"2026-10-18T06:50:08+03:00","lastCommitMessage":"Round 33 blitz: gdn_step_t kl split + pre-barrier3 state commit (-1.1..-4.1%), gr_norm hoist (-6..-11%), GrdUnit<T_Q8_0,2> packed char4 (-10..-16%) -> 628.51 tok/s GPU prefill, mtp_ms 124.20/193.49/323.71ms\n"},{"name":"sol_r34_prompt.md","kind":"file","size":6347,"lastCommitHash":"910b3ef05466a4beaaae501decd270a7e7673685","lastCommitWhen":"2026-10-18T07:39:57+03:00","lastCommitMessage":"Round 34 blitz: gemm_hc_down TN=96 tail (-5.0..-7.2%), grd_acc ROLL=true at KS=4 (-1.9..-4.6% on _r2), W8<T_IQ3_S>::block + half4 HS store + IQ2_XS sboff -> 432.78 tok/s 2K prefill, 42.27 tok/s decode, 25.04 tok/s @10.2K\n"},{"name":"sol_r35_prompt.md","kind":"file","size":8106,"lastCommitHash":"9d9dc8aeeb9e1bd2eee73dcd38c8105c96e099ad","lastCommitWhen":"2026-10-18T08:17:17+03:00","lastCommitMessage":"Round 35 blitz: Wr/Wr2 router dq reuse (-47 dispatches/chunk), gemm_f16_16_96_2 Walbe (-13.6%), M%128<=64 64_128_4 (1.14x @ M=306), hc_up_tile row-tail trim (-2.5% @ T=289), mtp_rms_xprep (-37.5%) & mtp_embed (-21.8%) & mtp_slop_pen (-96.5%) -> 629.05 tok/s GPU prefill, 25.26 tok/s @10.2K decode, mtp_ms 192.17/355.15ms\n"},{"name":"sol_r36_prompt.md","kind":"file","size":7572,"lastCommitHash":"34041844c71411febc1c704cb5af829c0cd7f0f7","lastCommitWhen":"2026-10-18T08:51:15+03:00","lastCommitMessage":"Round 36 blitz: predL_/predL2_ token-0 fast path when PREFETCH_DRAFT<=0 (-16.0% hot / -6.8% cold), TM>32 row-tail trim in gemm_hc_down (-4.7% @ T=1025) & gemm_swiglu_up (-1.4% @ T=1025, -0.8% @ T=1987) -> mtp_ms 190.62ms, 42.26 tok/s decode\n"},{"name":"sol_r5_mtp_qsa.md","kind":"file","size":8297,"lastCommitHash":"f15273eb5e6bbad440803d77d6ad723efbc2c99f","lastCommitWhen":"2026-10-17T12:03:21+03:00","lastCommitMessage":"Round 5 blitz: gr_norm_h_moec/gr_apply_moec, qsa_prep#qf16, -580 MB scratch aliasing, deterministic prompt lookahead (352.1 tok/s prefill, 1.58 GB scratch)\n"},{"name":"sol_r6_qsa.md","kind":"file","size":5207,"lastCommitHash":"f11c331c549a06d6a77a0dafc964c729bfef5d27","lastCommitWhen":"2026-10-17T12:40:06+03:00","lastCommitMessage":"Round 6 blitz: qsa_flash -20%, ple_moe_gate_norm_c + gated elim, -286 MB PLE/bo/yr aliasing (1.29 GB scratch), barrier-free gdn_pre/post, gr_norm_h* rv (366.8 tok/s prefill)\n"},{"name":"sol_r7_hcup.md","kind":"file","size":8155,"lastCommitHash":"059bf9ca7be5331b58cc372e794ab5e2577f9887","lastCommitWhen":"2026-10-17T13:07:30+03:00","lastCommitMessage":"Round 7 blitz: single-pass simd_broadcast gdn_scanr_4 (-22.2%), register gemm_hc_up (-8.9%), ple_hist_adv + 1.13 GB scratch (382.0 tok/s prefill, 40.4 tok/s decode)\n"},{"name":"sol_r8_grvec.md","kind":"file","size":6144,"lastCommitHash":"8bc5f0383501fa6aaa21972553bd39b16d589d4e","lastCommitWhen":"2026-10-17T13:58:02+03:00","lastCommitMessage":"Round 8 blitz: prompt_chunk sigs/cuts shared-expert+MoE-plan overlap, W8 IQ2_XS/IQ2_XXS opt, gr_norm_h_stream_out, dq_f16+act_f16 half4 (385.1 tok/s 2K prefill, 122.9 tok/s short prefill)\n"},{"name":"sol_r9_moemm.md","kind":"file","size":6314,"lastCommitHash":"0548b0c72548973273000fd956e6cc4481f0ce91","lastCommitWhen":"2026-10-17T14:34:37+03:00","lastCommitMessage":"Round 9 blitz: qsa_flash 19.9->7.6 KiB TG memory (4 TGs/core, -17.5% / -51.4 ms), TAB>1 barrier guards, IQ3_S dead sign load removal (392.02 tok/s 2K prefill, 40.11 tok/s decode)\n"},{"name":"sol_slop4_mtp.md","kind":"file","size":6644,"lastCommitHash":"4b0f233f9e13baf707514e278f7749bd1a4f1357","lastCommitWhen":"2026-10-17T09:53:32+03:00","lastCommitMessage":"Round 2 blitz: gemv_cat+gr_norm_comb fusion, 1247 prefill barriers removed, M5 gemm_f16 tiles, slop4 MTP, P_GSLOT cache fix, parallel qsa_prep (32.4-41.2 tok/s)\n"},{"name":"sol_spec_mtp_decode.md","kind":"file","size":20231,"lastCommitHash":"411096fc3dd9e891624ede72692893bda3a55a4e","lastCommitWhen":"2026-10-17T05:19:18+03:00","lastCommitMessage":"Add prefill lookahead router + async PLE (335-346 tok/s @ 2K), 64K/128K decode benchmarks (20.4-20.8 tok/s), and QSA-safe suffix drafting\n"}]