{"entries":[{"name":"argon_k512_decode_opt.md","mode":"0100644","size":17680,"lastCommit":{"hash":"9d4fcca5c2883fea2e1248a370150d2e9ed2be88","oid":"9d4fcca5c2883fea2e1248a370150d2e9ed2be88","parents":["8e88dda130ebc42f448a61d25be5f470fd0ea9e7"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T04:02:21+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T04:34:21+03:00"},"message":"Add Anti-Slop v4.1b, M5 decode/prefill optimizations (22.64 tok/s decode, 5.27x prefill), and SCR pad-carry\n","tree":"485db4a5c9e20fb49a601b0877e2305c2661c0a4"}},{"name":"argon_multi_tok_kernels.md","mode":"0100644","size":20525,"lastCommit":{"hash":"bec6ab3befd4668fe5ba567d748cfb43d571e1dc","oid":"bec6ab3befd4668fe5ba567d748cfb43d571e1dc","parents":["d6a726f8da377cbfed65f9297b5fab985a978904"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T08:21:59+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T08:21:59+03:00"},"message":"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","tree":"00c89cedf93b358fd2b1f035d118ca0c9cf06bc3"}},{"name":"argon_prefill_barriers.md","mode":"0100644","size":11135,"lastCommit":{"hash":"4b0f233f9e13baf707514e278f7749bd1a4f1357","oid":"4b0f233f9e13baf707514e278f7749bd1a4f1357","parents":["bec6ab3befd4668fe5ba567d748cfb43d571e1dc"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T09:53:32+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T09:53:32+03:00"},"message":"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","tree":"cf92ef185db5e84a649e1e4d5626568e37bcd42f"}},{"name":"argon_prefill_plan.md","mode":"0100644","size":9779,"lastCommit":{"hash":"89188acfff2805d9997a830b1a274eafc009833c","oid":"89188acfff2805d9997a830b1a274eafc009833c","parents":["b3decf339e8bb99161c4673b19c6490a5c193447"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T11:16:51+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T11:16:51+03:00"},"message":"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","tree":"328bbd3574633a2253b3bc8f24f6e91dea327593"}},{"name":"argon_r10_gather.md","mode":"0100644","size":8097,"lastCommit":{"hash":"aeb4f92d1fa0bb01c604cdf9aead1352d5669042","oid":"aeb4f92d1fa0bb01c604cdf9aead1352d5669042","parents":["d3ac7f18668340287009d0c16cf1234a17208280"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T15:05:27+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T15:05:27+03:00"},"message":"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","tree":"bd954def803d022019ec29720ceed13a1ece9f5d"}},{"name":"argon_r11_moemm.md","mode":"0100644","size":9859,"lastCommit":{"hash":"70aef903ca629e1b28932957d81b2d6f9eee91c8","oid":"70aef903ca629e1b28932957d81b2d6f9eee91c8","parents":["38f3f93cd50cc1de8f27bcac44e316442e28e6f3"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T16:20:08+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T16:20:08+03:00"},"message":"Round 11 blitz: gemm_f16 tile selector (-18% / -234 ms), qsa_attn_mm hoisted rv/rk (-44.5%), branchless W8 (-50.8% / 2.03x) + W8 k_hoist (-57 ms), 3,397.5 ms GPU kprof (583.7 tok/s GPU) & 2048 prompt chunk on :8080\n","tree":"3d43fb9d41c09c9a49ab4f4a95a2c5a2cda17140"}},{"name":"argon_r12_gemm.md","mode":"0100644","size":12426,"lastCommit":{"hash":"86255f22e8636122fb75c47989830fc29ac006c3","oid":"86255f22e8636122fb75c47989830fc29ac006c3","parents":["24622a4f49af9bdaa1729087c33eae6de3f44233"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T16:48:54+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T16:48:54+03:00"},"message":"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","tree":"2be382a1586e9e5d7414f23af174db7b1ceb9018"}},{"name":"argon_r13_dqflat.md","mode":"0100644","size":9151,"lastCommit":{"hash":"ceb17220b460a95ba6705828c0453df63e523d0b","oid":"ceb17220b460a95ba6705828c0453df63e523d0b","parents":["c6fccd489089982ddd7ae447704cafd92d3363fa"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T18:06:46+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T18:06:46+03:00"},"message":"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","tree":"3bfe19952bdf646d446dbce256d4a71ba2287d19"}},{"name":"argon_r14_gdn_gr.md","mode":"0100644","size":7529,"lastCommit":{"hash":"f73d5df1d62b00f6ae4e6b23f8ca7f6db30bd6e5","oid":"f73d5df1d62b00f6ae4e6b23f8ca7f6db30bd6e5","parents":["06945765d3a3fcd7e0658393540759246141cc27"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T18:58:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T18:58:35+03:00"},"message":"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","tree":"d4c8905328d7b4b77d60c85582fe4b22f4f21458"}},{"name":"argon_r15_prep.md","mode":"0100644","size":7579,"lastCommit":{"hash":"2eb7dc0eb1eb94ce836a25c5b72aeecf8dd09681","oid":"2eb7dc0eb1eb94ce836a25c5b72aeecf8dd09681","parents":["698c0d22c88487248453874a5d8838ea81c55f60"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T19:26:30+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T19:26:30+03:00"},"message":"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","tree":"208afd1d6a7df196802206261d0252e19c52b277"}},{"name":"argon_r16_ple.md","mode":"0100644","size":5543,"lastCommit":{"hash":"f3384f69c818215d3a3657ed02cd1dc6c68834cc","oid":"f3384f69c818215d3a3657ed02cd1dc6c68834cc","parents":["87422d8af2c0f544160222e4b7c55b29b15fc606"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T19:52:37+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T19:52:37+03:00"},"message":"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","tree":"96411f6947e7fae9d8ba2325db6d3d40c785edfd"}},{"name":"argon_r17_gdn.md","mode":"0100644","size":5581,"lastCommit":{"hash":"5dad0206d5d865daf0b548d9ddc531f4ee01abb2","oid":"5dad0206d5d865daf0b548d9ddc531f4ee01abb2","parents":["9ab561c3631d9736acb5725df4c1cca1447df08e"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T20:12:03+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T20:12:03+03:00"},"message":"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","tree":"b83955b658570b8c86b7af14f45f38c241a6f8d4"}},{"name":"argon_r18_qsa2.md","mode":"0100644","size":7130,"lastCommit":{"hash":"35f84cbe162d134c2a453d7f5dccc03beedb5b7e","oid":"35f84cbe162d134c2a453d7f5dccc03beedb5b7e","parents":["aa08456eb4499c4e26c04b04d1eb7c352f7fea98"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T20:49:41+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T20:49:41+03:00"},"message":"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","tree":"9b801fb4c608c68fa18c4279d027b5b3c90d121d"}},{"name":"argon_r19_gemv.md","mode":"0100644","size":11073,"lastCommit":{"hash":"75d719c91502a1ec9fc9584e1b658751962910fd","oid":"75d719c91502a1ec9fc9584e1b658751962910fd","parents":["ec16aabddca249add065ab4f32e21811d53e9f8c"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T21:34:21+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T21:34:21+03:00"},"message":"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","tree":"5f92263b92d2658007e4fd9026ca75f6316e5c85"}},{"name":"argon_r20_gdn.md","mode":"0100644","size":3865,"lastCommit":{"hash":"4b7eddca1654850746a05ae888b1e0dbed139b2b","oid":"4b7eddca1654850746a05ae888b1e0dbed139b2b","parents":["da6f0edc61314592a015f664f21b5d4b93c4230f"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T22:01:24+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T22:01:24+03:00"},"message":"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","tree":"72545fbb6e18046808aa865dd753188e6831c6ec"}},{"name":"argon_r21_gdn_moe.md","mode":"0100644","size":6767,"lastCommit":{"hash":"0d39e8e147731815e3a6858b9412222258ad7994","oid":"0d39e8e147731815e3a6858b9412222258ad7994","parents":["7a8813c4a99d188b83601763aa18816c9472bdd8"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T22:22:20+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T22:22:20+03:00"},"message":"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","tree":"0b49587c2ed0a4652f70db560785582a74c4137c"}},{"name":"argon_r22_moe.md","mode":"0100644","size":8310,"lastCommit":{"hash":"3c41c248727d5c414def788487408e55bda4f3d8","oid":"3c41c248727d5c414def788487408e55bda4f3d8","parents":["d118282a1dba026e7149d26ca0fa3c456bfd8881"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T22:47:31+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T22:47:31+03:00"},"message":"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","tree":"03927d4fcced85dc76a7ac90a4a1ec2790819cb0"}},{"name":"argon_r23_moemm.md","mode":"0100644","size":6387,"lastCommit":{"hash":"e1737f7dca139a1f2f0e6475c013ad2036ab52cc","oid":"e1737f7dca139a1f2f0e6475c013ad2036ab52cc","parents":["b22e1528a6b239923bac8cfe14c96b479d5a4031"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T23:43:31+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T23:43:31+03:00"},"message":"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","tree":"90d216019dc4a3d9b74328a397397107bc73ac17"}},{"name":"argon_r24_moemm.md","mode":"0100644","size":6062,"lastCommit":{"hash":"a6202763ec7d59f898d70991a7a23ea31d045aa3","oid":"a6202763ec7d59f898d70991a7a23ea31d045aa3","parents":["36179319ae0779ffcf96469b3bf17760399b5bc9"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T00:18:51+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T00:18:51+03:00"},"message":"Round 24 blitz: W8 (+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","tree":"08e571427ba9d0d7b0f4a6dc6ec9dc8fe38705b0"}},{"name":"argon_r25_moemm.md","mode":"0100644","size":5468,"lastCommit":{"hash":"a1f70833a8a13da7d3134b2396c335198bd5e65d","oid":"a1f70833a8a13da7d3134b2396c335198bd5e65d","parents":["568a24e8c80496217634dd80a5f9df7d18bf6658"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T01:16:26+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T01:16:26+03:00"},"message":"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","tree":"fa533a4b37e99945a31f2b1b8526a26ad76e2840"}},{"name":"argon_r26_moemm.md","mode":"0100644","size":8650,"lastCommit":{"hash":"69531aa5c3146143b6528ad6805c4affb8da4050","oid":"69531aa5c3146143b6528ad6805c4affb8da4050","parents":["90808731de06353de2b86856bf6b6c602a769066"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T01:59:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T01:59:35+03:00"},"message":"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 unroll + MM_V3_ONLY fast compile\n","tree":"fa5278ad9e8c613849112710708e6500ba69b854"}},{"name":"argon_r27_gdn.md","mode":"0100644","size":7721,"lastCommit":{"hash":"5dc990523841304a8f2a754aec3dd9ca20115a5e","oid":"5dc990523841304a8f2a754aec3dd9ca20115a5e","parents":["21e4d0ea4d409907060c09d720336b86a54a558d"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T02:28:44+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T02:28:44+03:00"},"message":"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","tree":"2c148f837adcf7e96ccaa8a467cfab84e892a685"}},{"name":"argon_r28_ple.md","mode":"0100644","size":8272,"lastCommit":{"hash":"2267f2a88fad30134cf06dbd2f2a853a4b7f8f6c","oid":"2267f2a88fad30134cf06dbd2f2a853a4b7f8f6c","parents":["7891858d91aa67351760e12c63e72dbd8fe4a3f9"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T03:00:52+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T03:00:52+03:00"},"message":"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","tree":"089f24064321184c6ab50f80f496d2829a5812cd"}},{"name":"argon_r29_moe.md","mode":"0100644","size":5933,"lastCommit":{"hash":"0958c6b16b3306cfc9916d7a49589fde5c5e14ba","oid":"0958c6b16b3306cfc9916d7a49589fde5c5e14ba","parents":["7ad409383ad0ea28ae203b9b22642c1952fae1a8"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T03:49:56+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T03:49:56+03:00"},"message":"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 (-1.1..-6.9%)\n","tree":"62158d93b1b6b780db71b94635c1df5bb166620d"}},{"name":"argon_r30_gdn.md","mode":"0100644","size":5449,"lastCommit":{"hash":"9e4b43257077c3e291bba04309e3e7f202267a30","oid":"9e4b43257077c3e291bba04309e3e7f202267a30","parents":["0c15bbe07f3d69679b82efa22b01b15833854853"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T04:23:22+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T04:23:22+03:00"},"message":"Round 30 blitz: W4::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","tree":"2b27a75f4386c712fc6b2f2020988058bbcbf2b5"}},{"name":"argon_r31_dq.md","mode":"0100644","size":4733,"lastCommit":{"hash":"eb15e06280473bed8657082dedb5d16a49a2f3cc","oid":"eb15e06280473bed8657082dedb5d16a49a2f3cc","parents":["bbab2f615eb810c2139674a11ed3a2ecf6f4ac36"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T05:08:26+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T05:08:26+03:00"},"message":"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","tree":"b1bbe1189aebe2c499e8c88b77915d7b1d802748"}},{"name":"argon_r32_moe.md","mode":"0100644","size":7199,"lastCommit":{"hash":"aa55103018b23eb4322a304f856cd23015260be9","oid":"aa55103018b23eb4322a304f856cd23015260be9","parents":["7d335884f2edaf4c7da98dce9c3c2b9f972a5934"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T05:57:17+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T05:57:17+03:00"},"message":"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","tree":"809180ef502041cfd43499d777823e644a5e3e05"}},{"name":"argon_r33_gdn.md","mode":"0100644","size":8505,"lastCommit":{"hash":"d94675c31d77411a46785ff830f19c25474fdc69","oid":"d94675c31d77411a46785ff830f19c25474fdc69","parents":["3177919502d2ae81d84a80e2e8ffc5ce72467cc7"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T06:50:08+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T06:50:08+03:00"},"message":"Round 33 blitz: gdn_step_t kl split + pre-barrier3 state commit (-1.1..-4.1%), gr_norm hoist (-6..-11%), GrdUnit packed char4 (-10..-16%) -> 628.51 tok/s GPU prefill, mtp_ms 124.20/193.49/323.71ms\n","tree":"bbb0c5b6f5035e880e9f2b668bc15fa4711a2831"}},{"name":"argon_r34_moemm.md","mode":"0100644","size":4440,"lastCommit":{"hash":"910b3ef05466a4beaaae501decd270a7e7673685","oid":"910b3ef05466a4beaaae501decd270a7e7673685","parents":["0f77ed851111c8d28fb8107848e3473af9b35297"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T07:39:57+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T07:39:57+03:00"},"message":"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::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","tree":"e4bd152bb5173a2d3a39f93452fe3c1a84b80e1e"}},{"name":"argon_r35_mtp.md","mode":"0100644","size":8902,"lastCommit":{"hash":"9d9dc8aeeb9e1bd2eee73dcd38c8105c96e099ad","oid":"9d9dc8aeeb9e1bd2eee73dcd38c8105c96e099ad","parents":["07a5b20674d64b60edd12c74d72af7bb57d74dc3"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T08:17:17+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T08:17:17+03:00"},"message":"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","tree":"118651617116adfdc63a5e30bca89d1f12a1c844"}},{"name":"argon_r36_qsa.md","mode":"0100644","size":5535,"lastCommit":{"hash":"34041844c71411febc1c704cb5af829c0cd7f0f7","oid":"34041844c71411febc1c704cb5af829c0cd7f0f7","parents":["424800509fe6f7b3cc200f0dbc21e19c35b77b2f"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T08:51:15+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T08:51:15+03:00"},"message":"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","tree":"0017767e0848dde29c0cd4625d132d62dcc9eba9"}},{"name":"argon_r5_scratch.md","mode":"0100644","size":5810,"lastCommit":{"hash":"f15273eb5e6bbad440803d77d6ad723efbc2c99f","oid":"f15273eb5e6bbad440803d77d6ad723efbc2c99f","parents":["89188acfff2805d9997a830b1a274eafc009833c"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T12:03:21+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T12:03:21+03:00"},"message":"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","tree":"44ddaa6614ca753e0dde0c285519628bb3f292e3"}},{"name":"argon_r6_gr_gdn.md","mode":"0100644","size":7045,"lastCommit":{"hash":"f11c331c549a06d6a77a0dafc964c729bfef5d27","oid":"f11c331c549a06d6a77a0dafc964c729bfef5d27","parents":["2221e823644540093fc0ad9faab52f92ca8684dd"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T12:40:06+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T12:40:06+03:00"},"message":"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","tree":"9e61065bfd55231df499d32f53b9f9f8492a3408"}},{"name":"argon_r7_gdn.md","mode":"0100644","size":7477,"lastCommit":{"hash":"059bf9ca7be5331b58cc372e794ab5e2577f9887","oid":"059bf9ca7be5331b58cc372e794ab5e2577f9887","parents":["f11c331c549a06d6a77a0dafc964c729bfef5d27"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T13:07:30+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T13:07:30+03:00"},"message":"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","tree":"60dae31011e4c70d9704cfb94106488f93a4d05e"}},{"name":"argon_r8_dq.md","mode":"0100644","size":5081,"lastCommit":{"hash":"8bc5f0383501fa6aaa21972553bd39b16d589d4e","oid":"8bc5f0383501fa6aaa21972553bd39b16d589d4e","parents":["059bf9ca7be5331b58cc372e794ab5e2577f9887"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T13:58:02+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T13:58:02+03:00"},"message":"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","tree":"ac5916397bb87eb6ea37e7daa872b48b72ded7fc"}},{"name":"argon_r9_quant.md","mode":"0100644","size":6018,"lastCommit":{"hash":"0548b0c72548973273000fd956e6cc4481f0ce91","oid":"0548b0c72548973273000fd956e6cc4481f0ce91","parents":["a2cf506bcd45e232090c05f13951b183bcb77f3d"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T14:34:37+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T14:34:37+03:00"},"message":"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","tree":"66f9ded5780adb3df53d3e7b2fc05e6dcf71007f"}},{"name":"astra_r38_qsa.md","mode":"0100644","size":4322,"lastCommit":{"hash":"6aeb30db8407e507eb475189c19f28123bc4c187","oid":"6aeb30db8407e507eb475189c19f28123bc4c187","parents":["4a9278e6c7b44ea611738599ed53142b1ea68f3a"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T11:31:47+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T11:31:47+03:00"},"message":"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","tree":"b0be0eb65f9a6274cd741ad0cc0a377de52ad9b2"}},{"name":"astra_r39_qsa.md","mode":"0100644","size":6932,"lastCommit":{"hash":"393a2a86a7f485ad7e2ecef4975b0e9b934a7d09","oid":"393a2a86a7f485ad7e2ecef4975b0e9b934a7d09","parents":["ffb6712753bba42bdddc5c69edcefc2768895026"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T12:20:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T12:20:35+03:00"},"message":"round 39: port serving fixes and PLE reuse; verify parity, record perf uncertainty\n","tree":"56968d80d2aa4523849d1dd0641e5ef0cb6a95b3"}},{"name":"opus_audit_phase0_2_m5.md","mode":"0100644","size":21963,"lastCommit":{"hash":"6fdbee9282f81329634c85668d1102b05408927e","oid":"6fdbee9282f81329634c85668d1102b05408927e","parents":["e68889be4315eb14fb9852fae38decd535a32448"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"message":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n","tree":"941f8d458797ff30e8217e860474ee7bfff7b056"}},{"name":"opus_audit_phase0_2_m5_v2.md","mode":"0100644","size":15811,"lastCommit":{"hash":"6fdbee9282f81329634c85668d1102b05408927e","oid":"6fdbee9282f81329634c85668d1102b05408927e","parents":["e68889be4315eb14fb9852fae38decd535a32448"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"message":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n","tree":"941f8d458797ff30e8217e860474ee7bfff7b056"}},{"name":"opus_audit_phase0_2_m5_v3.md","mode":"0100644","size":15317,"lastCommit":{"hash":"6fdbee9282f81329634c85668d1102b05408927e","oid":"6fdbee9282f81329634c85668d1102b05408927e","parents":["e68889be4315eb14fb9852fae38decd535a32448"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"message":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n","tree":"941f8d458797ff30e8217e860474ee7bfff7b056"}},{"name":"opus_audit_phase0_2_m5_v4.md","mode":"0100644","size":16665,"lastCommit":{"hash":"6fdbee9282f81329634c85668d1102b05408927e","oid":"6fdbee9282f81329634c85668d1102b05408927e","parents":["e68889be4315eb14fb9852fae38decd535a32448"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"message":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n","tree":"941f8d458797ff30e8217e860474ee7bfff7b056"}},{"name":"opus_audit_phase0_2_m5_v5.md","mode":"0100644","size":7302,"lastCommit":{"hash":"6fdbee9282f81329634c85668d1102b05408927e","oid":"6fdbee9282f81329634c85668d1102b05408927e","parents":["e68889be4315eb14fb9852fae38decd535a32448"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"message":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n","tree":"941f8d458797ff30e8217e860474ee7bfff7b056"}},{"name":"opus_audit_phase1_methodology.md","mode":"0100644","size":27491,"lastCommit":{"hash":"6fdbee9282f81329634c85668d1102b05408927e","oid":"6fdbee9282f81329634c85668d1102b05408927e","parents":["e68889be4315eb14fb9852fae38decd535a32448"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"message":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n","tree":"941f8d458797ff30e8217e860474ee7bfff7b056"}},{"name":"opus_audit_phase1a_v2.md","mode":"0100644","size":7915,"lastCommit":{"hash":"6fdbee9282f81329634c85668d1102b05408927e","oid":"6fdbee9282f81329634c85668d1102b05408927e","parents":["e68889be4315eb14fb9852fae38decd535a32448"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"message":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n","tree":"941f8d458797ff30e8217e860474ee7bfff7b056"}},{"name":"opus_audit_phase1b.md","mode":"0100644","size":5278,"lastCommit":{"hash":"6fdbee9282f81329634c85668d1102b05408927e","oid":"6fdbee9282f81329634c85668d1102b05408927e","parents":["e68889be4315eb14fb9852fae38decd535a32448"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"message":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n","tree":"941f8d458797ff30e8217e860474ee7bfff7b056"}},{"name":"opus_audit_phase1c.md","mode":"0100644","size":14209,"lastCommit":{"hash":"6fdbee9282f81329634c85668d1102b05408927e","oid":"6fdbee9282f81329634c85668d1102b05408927e","parents":["e68889be4315eb14fb9852fae38decd535a32448"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"message":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n","tree":"941f8d458797ff30e8217e860474ee7bfff7b056"}},{"name":"opus_audit_phase1c_v2.md","mode":"0100644","size":11624,"lastCommit":{"hash":"6fdbee9282f81329634c85668d1102b05408927e","oid":"6fdbee9282f81329634c85668d1102b05408927e","parents":["e68889be4315eb14fb9852fae38decd535a32448"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"message":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n","tree":"941f8d458797ff30e8217e860474ee7bfff7b056"}},{"name":"opus_audit_phase3_local_v1.md","mode":"0100644","size":35901,"lastCommit":{"hash":"6fdbee9282f81329634c85668d1102b05408927e","oid":"6fdbee9282f81329634c85668d1102b05408927e","parents":["e68889be4315eb14fb9852fae38decd535a32448"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"message":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n","tree":"941f8d458797ff30e8217e860474ee7bfff7b056"}},{"name":"opus_audit_phase3_local_v2.md","mode":"0100644","size":23379,"lastCommit":{"hash":"6fdbee9282f81329634c85668d1102b05408927e","oid":"6fdbee9282f81329634c85668d1102b05408927e","parents":["e68889be4315eb14fb9852fae38decd535a32448"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"message":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n","tree":"941f8d458797ff30e8217e860474ee7bfff7b056"}},{"name":"opus_audit_slice_replay.md","mode":"0100644","size":6786,"lastCommit":{"hash":"6fdbee9282f81329634c85668d1102b05408927e","oid":"6fdbee9282f81329634c85668d1102b05408927e","parents":["e68889be4315eb14fb9852fae38decd535a32448"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T19:24:35+03:00"},"message":"keep 00-..04- docs and non-persona engine/pruning files at top level; keep only persona/anti-slop in persona/\n","tree":"941f8d458797ff30e8217e860474ee7bfff7b056"}},{"name":"opus_colibri_scout.md","mode":"0100644","size":28256,"lastCommit":{"hash":"c6fccd489089982ddd7ae447704cafd92d3363fa","oid":"c6fccd489089982ddd7ae447704cafd92d3363fa","parents":["ae221b975a6a6273659aa39a747ac94b994e4cad"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T16:59:53+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T16:59:53+03:00"},"message":"Add audits/opus_colibri_scout.md: Colibri vs Strata Metal audit + M5 hazard/wait/entropy benchmarks\n","tree":"2269ebcb52002c5f655dd395361bf91be9db96fe"}},{"name":"opus_decode_fusion.md","mode":"0100644","size":4196,"lastCommit":{"hash":"4b0f233f9e13baf707514e278f7749bd1a4f1357","oid":"4b0f233f9e13baf707514e278f7749bd1a4f1357","parents":["bec6ab3befd4668fe5ba567d748cfb43d571e1dc"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T09:53:32+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T09:53:32+03:00"},"message":"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","tree":"cf92ef185db5e84a649e1e4d5626568e37bcd42f"}},{"name":"opus_gdn_qsa.md","mode":"0100644","size":9353,"lastCommit":{"hash":"b3decf339e8bb99161c4673b19c6490a5c193447","oid":"b3decf339e8bb99161c4673b19c6490a5c193447","parents":["4b0f233f9e13baf707514e278f7749bd1a4f1357"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T10:42:30+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T10:48:07+03:00"},"message":"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","tree":"4ee9e07b063ce0dcd639d55f566ad50554efe286"}},{"name":"opus_mtp_turbo.md","mode":"0100644","size":11033,"lastCommit":{"hash":"bec6ab3befd4668fe5ba567d748cfb43d571e1dc","oid":"bec6ab3befd4668fe5ba567d748cfb43d571e1dc","parents":["d6a726f8da377cbfed65f9297b5fab985a978904"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T08:21:59+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T08:21:59+03:00"},"message":"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","tree":"00c89cedf93b358fd2b1f035d118ca0c9cf06bc3"}},{"name":"opus_ple_moe_out.md","mode":"0100644","size":5695,"lastCommit":{"hash":"89188acfff2805d9997a830b1a274eafc009833c","oid":"89188acfff2805d9997a830b1a274eafc009833c","parents":["b3decf339e8bb99161c4673b19c6490a5c193447"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T11:16:51+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T11:16:51+03:00"},"message":"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","tree":"328bbd3574633a2253b3bc8f24f6e91dea327593"}},{"name":"opus_prefill_opt.md","mode":"0100644","size":10982,"lastCommit":{"hash":"411096fc3dd9e891624ede72692893bda3a55a4e","oid":"411096fc3dd9e891624ede72692893bda3a55a4e","parents":["9d4fcca5c2883fea2e1248a370150d2e9ed2be88"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T05:19:18+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T05:19:18+03:00"},"message":"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","tree":"a5a94c1b103c7d9707c9ae6788e8eae852a67446"}},{"name":"opus_r10_qsa.md","mode":"0100644","size":4520,"lastCommit":{"hash":"aeb4f92d1fa0bb01c604cdf9aead1352d5669042","oid":"aeb4f92d1fa0bb01c604cdf9aead1352d5669042","parents":["d3ac7f18668340287009d0c16cf1234a17208280"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T15:05:27+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T15:05:27+03:00"},"message":"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","tree":"bd954def803d022019ec29720ceed13a1ece9f5d"}},{"name":"opus_r11_dense.md","mode":"0100644","size":14758,"lastCommit":{"hash":"70aef903ca629e1b28932957d81b2d6f9eee91c8","oid":"70aef903ca629e1b28932957d81b2d6f9eee91c8","parents":["38f3f93cd50cc1de8f27bcac44e316442e28e6f3"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T16:20:08+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T16:20:08+03:00"},"message":"Round 11 blitz: gemm_f16 tile selector (-18% / -234 ms), qsa_attn_mm hoisted rv/rk (-44.5%), branchless W8 (-50.8% / 2.03x) + W8 k_hoist (-57 ms), 3,397.5 ms GPU kprof (583.7 tok/s GPU) & 2048 prompt chunk on :8080\n","tree":"3d43fb9d41c09c9a49ab4f4a95a2c5a2cda17140"}},{"name":"opus_r12_moemm.md","mode":"0100644","size":4279,"lastCommit":{"hash":"86255f22e8636122fb75c47989830fc29ac006c3","oid":"86255f22e8636122fb75c47989830fc29ac006c3","parents":["24622a4f49af9bdaa1729087c33eae6de3f44233"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T16:48:54+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T16:48:54+03:00"},"message":"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","tree":"2be382a1586e9e5d7414f23af174db7b1ceb9018"}},{"name":"opus_r13_hcdown.md","mode":"0100644","size":6203,"lastCommit":{"hash":"ceb17220b460a95ba6705828c0453df63e523d0b","oid":"ceb17220b460a95ba6705828c0453df63e523d0b","parents":["c6fccd489089982ddd7ae447704cafd92d3363fa"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T18:06:46+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T18:06:46+03:00"},"message":"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","tree":"3bfe19952bdf646d446dbce256d4a71ba2287d19"}},{"name":"opus_r14_moemm.md","mode":"0100644","size":4779,"lastCommit":{"hash":"f73d5df1d62b00f6ae4e6b23f8ca7f6db30bd6e5","oid":"f73d5df1d62b00f6ae4e6b23f8ca7f6db30bd6e5","parents":["06945765d3a3fcd7e0658393540759246141cc27"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T18:58:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T18:58:35+03:00"},"message":"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","tree":"d4c8905328d7b4b77d60c85582fe4b22f4f21458"}},{"name":"opus_r15_win.md","mode":"0100644","size":5462,"lastCommit":{"hash":"2eb7dc0eb1eb94ce836a25c5b72aeecf8dd09681","oid":"2eb7dc0eb1eb94ce836a25c5b72aeecf8dd09681","parents":["698c0d22c88487248453874a5d8838ea81c55f60"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T19:26:30+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T19:26:30+03:00"},"message":"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","tree":"208afd1d6a7df196802206261d0252e19c52b277"}},{"name":"opus_r16_kvik.md","mode":"0100644","size":5451,"lastCommit":{"hash":"f3384f69c818215d3a3657ed02cd1dc6c68834cc","oid":"f3384f69c818215d3a3657ed02cd1dc6c68834cc","parents":["87422d8af2c0f544160222e4b7c55b29b15fc606"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T19:52:37+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T19:52:37+03:00"},"message":"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","tree":"96411f6947e7fae9d8ba2325db6d3d40c785edfd"}},{"name":"opus_r17_mtp.md","mode":"0100644","size":6760,"lastCommit":{"hash":"5dad0206d5d865daf0b548d9ddc531f4ee01abb2","oid":"5dad0206d5d865daf0b548d9ddc531f4ee01abb2","parents":["9ab561c3631d9736acb5725df4c1cca1447df08e"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T20:12:03+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T20:12:03+03:00"},"message":"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","tree":"b83955b658570b8c86b7af14f45f38c241a6f8d4"}},{"name":"opus_r18_moe.md","mode":"0100644","size":5376,"lastCommit":{"hash":"35f84cbe162d134c2a453d7f5dccc03beedb5b7e","oid":"35f84cbe162d134c2a453d7f5dccc03beedb5b7e","parents":["aa08456eb4499c4e26c04b04d1eb7c352f7fea98"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T20:49:41+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T20:49:41+03:00"},"message":"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","tree":"9b801fb4c608c68fa18c4279d027b5b3c90d121d"}},{"name":"opus_r19_prewarm.md","mode":"0100644","size":6009,"lastCommit":{"hash":"75d719c91502a1ec9fc9584e1b658751962910fd","oid":"75d719c91502a1ec9fc9584e1b658751962910fd","parents":["ec16aabddca249add065ab4f32e21811d53e9f8c"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T21:34:21+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T21:34:21+03:00"},"message":"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","tree":"5f92263b92d2658007e4fd9026ca75f6316e5c85"}},{"name":"opus_r20_mtp_qsa.md","mode":"0100644","size":6065,"lastCommit":{"hash":"4b7eddca1654850746a05ae888b1e0dbed139b2b","oid":"4b7eddca1654850746a05ae888b1e0dbed139b2b","parents":["da6f0edc61314592a015f664f21b5d4b93c4230f"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T22:01:24+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T22:01:24+03:00"},"message":"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","tree":"72545fbb6e18046808aa865dd753188e6831c6ec"}},{"name":"opus_r21_gr.md","mode":"0100644","size":5225,"lastCommit":{"hash":"0d39e8e147731815e3a6858b9412222258ad7994","oid":"0d39e8e147731815e3a6858b9412222258ad7994","parents":["7a8813c4a99d188b83601763aa18816c9472bdd8"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T22:22:20+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T22:22:20+03:00"},"message":"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","tree":"0b49587c2ed0a4652f70db560785582a74c4137c"}},{"name":"opus_r22_gr.md","mode":"0100644","size":6597,"lastCommit":{"hash":"3c41c248727d5c414def788487408e55bda4f3d8","oid":"3c41c248727d5c414def788487408e55bda4f3d8","parents":["d118282a1dba026e7149d26ca0fa3c456bfd8881"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T22:47:31+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T22:47:31+03:00"},"message":"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","tree":"03927d4fcced85dc76a7ac90a4a1ec2790819cb0"}},{"name":"opus_r23_quant.md","mode":"0100644","size":7474,"lastCommit":{"hash":"e1737f7dca139a1f2f0e6475c013ad2036ab52cc","oid":"e1737f7dca139a1f2f0e6475c013ad2036ab52cc","parents":["b22e1528a6b239923bac8cfe14c96b479d5a4031"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T23:43:31+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T23:43:31+03:00"},"message":"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","tree":"90d216019dc4a3d9b74328a397397107bc73ac17"}},{"name":"opus_r24_prompt.md","mode":"0100644","size":4361,"lastCommit":{"hash":"a6202763ec7d59f898d70991a7a23ea31d045aa3","oid":"a6202763ec7d59f898d70991a7a23ea31d045aa3","parents":["36179319ae0779ffcf96469b3bf17760399b5bc9"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T00:18:51+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T00:18:51+03:00"},"message":"Round 24 blitz: W8 (+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","tree":"08e571427ba9d0d7b0f4a6dc6ec9dc8fe38705b0"}},{"name":"opus_r25_gdn.md","mode":"0100644","size":3260,"lastCommit":{"hash":"a1f70833a8a13da7d3134b2396c335198bd5e65d","oid":"a1f70833a8a13da7d3134b2396c335198bd5e65d","parents":["568a24e8c80496217634dd80a5f9df7d18bf6658"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T01:16:26+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T01:16:26+03:00"},"message":"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","tree":"fa533a4b37e99945a31f2b1b8526a26ad76e2840"}},{"name":"opus_r26_gemv.md","mode":"0100644","size":6237,"lastCommit":{"hash":"69531aa5c3146143b6528ad6805c4affb8da4050","oid":"69531aa5c3146143b6528ad6805c4affb8da4050","parents":["90808731de06353de2b86856bf6b6c602a769066"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T01:59:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T01:59:35+03:00"},"message":"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 unroll + MM_V3_ONLY fast compile\n","tree":"fa5278ad9e8c613849112710708e6500ba69b854"}},{"name":"opus_r27_gemv.md","mode":"0100644","size":23885,"lastCommit":{"hash":"5dc990523841304a8f2a754aec3dd9ca20115a5e","oid":"5dc990523841304a8f2a754aec3dd9ca20115a5e","parents":["21e4d0ea4d409907060c09d720336b86a54a558d"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T02:28:44+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T02:28:44+03:00"},"message":"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","tree":"2c148f837adcf7e96ccaa8a467cfab84e892a685"}},{"name":"opus_r28_mtp.md","mode":"0100644","size":7666,"lastCommit":{"hash":"2267f2a88fad30134cf06dbd2f2a853a4b7f8f6c","oid":"2267f2a88fad30134cf06dbd2f2a853a4b7f8f6c","parents":["7891858d91aa67351760e12c63e72dbd8fe4a3f9"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T03:00:52+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T03:00:52+03:00"},"message":"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","tree":"089f24064321184c6ab50f80f496d2829a5812cd"}},{"name":"opus_r29_prompt.md","mode":"0100644","size":6897,"lastCommit":{"hash":"0958c6b16b3306cfc9916d7a49589fde5c5e14ba","oid":"0958c6b16b3306cfc9916d7a49589fde5c5e14ba","parents":["7ad409383ad0ea28ae203b9b22642c1952fae1a8"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T03:49:56+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T03:49:56+03:00"},"message":"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 (-1.1..-6.9%)\n","tree":"62158d93b1b6b780db71b94635c1df5bb166620d"}},{"name":"opus_r30_moemm.md","mode":"0100644","size":4353,"lastCommit":{"hash":"9e4b43257077c3e291bba04309e3e7f202267a30","oid":"9e4b43257077c3e291bba04309e3e7f202267a30","parents":["0c15bbe07f3d69679b82efa22b01b15833854853"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T04:23:22+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T04:23:22+03:00"},"message":"Round 30 blitz: W4::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","tree":"2b27a75f4386c712fc6b2f2020988058bbcbf2b5"}},{"name":"opus_r31_moemm.md","mode":"0100644","size":5089,"lastCommit":{"hash":"eb15e06280473bed8657082dedb5d16a49a2f3cc","oid":"eb15e06280473bed8657082dedb5d16a49a2f3cc","parents":["bbab2f615eb810c2139674a11ed3a2ecf6f4ac36"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T05:08:26+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T05:08:26+03:00"},"message":"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","tree":"b1bbe1189aebe2c499e8c88b77915d7b1d802748"}},{"name":"opus_r32_moemm.md","mode":"0100644","size":3493,"lastCommit":{"hash":"aa55103018b23eb4322a304f856cd23015260be9","oid":"aa55103018b23eb4322a304f856cd23015260be9","parents":["7d335884f2edaf4c7da98dce9c3c2b9f972a5934"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T05:57:17+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T05:57:17+03:00"},"message":"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","tree":"809180ef502041cfd43499d777823e644a5e3e05"}},{"name":"opus_r33_gr.md","mode":"0100644","size":7117,"lastCommit":{"hash":"d94675c31d77411a46785ff830f19c25474fdc69","oid":"d94675c31d77411a46785ff830f19c25474fdc69","parents":["3177919502d2ae81d84a80e2e8ffc5ce72467cc7"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T06:50:08+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T06:50:08+03:00"},"message":"Round 33 blitz: gdn_step_t kl split + pre-barrier3 state commit (-1.1..-4.1%), gr_norm hoist (-6..-11%), GrdUnit packed char4 (-10..-16%) -> 628.51 tok/s GPU prefill, mtp_ms 124.20/193.49/323.71ms\n","tree":"bbb0c5b6f5035e880e9f2b668bc15fa4711a2831"}},{"name":"opus_r34_gr.md","mode":"0100644","size":6002,"lastCommit":{"hash":"910b3ef05466a4beaaae501decd270a7e7673685","oid":"910b3ef05466a4beaaae501decd270a7e7673685","parents":["0f77ed851111c8d28fb8107848e3473af9b35297"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T07:39:57+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T07:39:57+03:00"},"message":"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::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","tree":"e4bd152bb5173a2d3a39f93452fe3c1a84b80e1e"}},{"name":"opus_r35_dense.md","mode":"0100644","size":5164,"lastCommit":{"hash":"9d9dc8aeeb9e1bd2eee73dcd38c8105c96e099ad","oid":"9d9dc8aeeb9e1bd2eee73dcd38c8105c96e099ad","parents":["07a5b20674d64b60edd12c74d72af7bb57d74dc3"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T08:17:17+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T08:17:17+03:00"},"message":"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","tree":"118651617116adfdc63a5e30bca89d1f12a1c844"}},{"name":"opus_r36_decode.md","mode":"0100644","size":3162,"lastCommit":{"hash":"34041844c71411febc1c704cb5af829c0cd7f0f7","oid":"34041844c71411febc1c704cb5af829c0cd7f0f7","parents":["424800509fe6f7b3cc200f0dbc21e19c35b77b2f"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T08:51:15+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T08:51:15+03:00"},"message":"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","tree":"0017767e0848dde29c0cd4625d132d62dcc9eba9"}},{"name":"opus_r5_comb.md","mode":"0100644","size":5174,"lastCommit":{"hash":"f15273eb5e6bbad440803d77d6ad723efbc2c99f","oid":"f15273eb5e6bbad440803d77d6ad723efbc2c99f","parents":["89188acfff2805d9997a830b1a274eafc009833c"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T12:03:21+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T12:03:21+03:00"},"message":"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","tree":"44ddaa6614ca753e0dde0c285519628bb3f292e3"}},{"name":"opus_r6_ple.md","mode":"0100644","size":6471,"lastCommit":{"hash":"f11c331c549a06d6a77a0dafc964c729bfef5d27","oid":"f11c331c549a06d6a77a0dafc964c729bfef5d27","parents":["2221e823644540093fc0ad9faab52f92ca8684dd"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T12:40:06+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T12:40:06+03:00"},"message":"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","tree":"9e61065bfd55231df499d32f53b9f9f8492a3408"}},{"name":"opus_r7_scratch.md","mode":"0100644","size":4579,"lastCommit":{"hash":"059bf9ca7be5331b58cc372e794ab5e2577f9887","oid":"059bf9ca7be5331b58cc372e794ab5e2577f9887","parents":["f11c331c549a06d6a77a0dafc964c729bfef5d27"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T13:07:30+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T13:07:30+03:00"},"message":"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","tree":"60dae31011e4c70d9704cfb94106488f93a4d05e"}},{"name":"opus_r8_moemm.md","mode":"0100644","size":2919,"lastCommit":{"hash":"8bc5f0383501fa6aaa21972553bd39b16d589d4e","oid":"8bc5f0383501fa6aaa21972553bd39b16d589d4e","parents":["059bf9ca7be5331b58cc372e794ab5e2577f9887"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T13:58:02+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T13:58:02+03:00"},"message":"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","tree":"ac5916397bb87eb6ea37e7daa872b48b72ded7fc"}},{"name":"opus_r9_qsa.md","mode":"0100644","size":3534,"lastCommit":{"hash":"0548b0c72548973273000fd956e6cc4481f0ce91","oid":"0548b0c72548973273000fd956e6cc4481f0ce91","parents":["a2cf506bcd45e232090c05f13951b183bcb77f3d"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T14:34:37+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T14:34:37+03:00"},"message":"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","tree":"66f9ded5780adb3df53d3e7b2fc05e6dcf71007f"}},{"name":"opus_strata_metal_opts_v1.md","mode":"0100644","size":15946,"lastCommit":{"hash":"be8f7b6ffd1707aa099a39ec6e7917bccca41538","oid":"be8f7b6ffd1707aa099a39ec6e7917bccca41538","parents":["9220caa07467a8479da86ab0dc583f9f705d12a8"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-16T21:55:42+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-16T21:55:42+03:00"},"message":"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","tree":"c385d7d660964f0b28d5501718e23516c884bcd2"}},{"name":"opus_strata_metal_opts_v2.md","mode":"0100644","size":8590,"lastCommit":{"hash":"be8f7b6ffd1707aa099a39ec6e7917bccca41538","oid":"be8f7b6ffd1707aa099a39ec6e7917bccca41538","parents":["9220caa07467a8479da86ab0dc583f9f705d12a8"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-16T21:55:42+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-16T21:55:42+03:00"},"message":"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","tree":"c385d7d660964f0b28d5501718e23516c884bcd2"}},{"name":"opus_strata_metal_opts_v3.md","mode":"0100644","size":28536,"lastCommit":{"hash":"be8f7b6ffd1707aa099a39ec6e7917bccca41538","oid":"be8f7b6ffd1707aa099a39ec6e7917bccca41538","parents":["9220caa07467a8479da86ab0dc583f9f705d12a8"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-16T21:55:42+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-16T21:55:42+03:00"},"message":"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","tree":"c385d7d660964f0b28d5501718e23516c884bcd2"}},{"name":"r39_integration.md","mode":"0100644","size":6582,"lastCommit":{"hash":"fadc5c26bd5335162bb7a16fa53050815ff84dbc","oid":"fadc5c26bd5335162bb7a16fa53050815ff84dbc","parents":["393a2a86a7f485ad7e2ecef4975b0e9b934a7d09"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T12:22:21+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T12:22:21+03:00"},"message":"document paired-run review limits and baseline provenance\n","tree":"5f0d90e4857b7c3de4b0d8628121c9a31beaefd5"}},{"name":"r39_opus_review.md","mode":"0100644","size":18047,"lastCommit":{"hash":"fadc5c26bd5335162bb7a16fa53050815ff84dbc","oid":"fadc5c26bd5335162bb7a16fa53050815ff84dbc","parents":["393a2a86a7f485ad7e2ecef4975b0e9b934a7d09"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T12:22:21+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T12:22:21+03:00"},"message":"document paired-run review limits and baseline provenance\n","tree":"5f0d90e4857b7c3de4b0d8628121c9a31beaefd5"}},{"name":"r39_serve.md","mode":"0100644","size":7411,"lastCommit":{"hash":"393a2a86a7f485ad7e2ecef4975b0e9b934a7d09","oid":"393a2a86a7f485ad7e2ecef4975b0e9b934a7d09","parents":["ffb6712753bba42bdddc5c69edcefc2768895026"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T12:20:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T12:20:35+03:00"},"message":"round 39: port serving fixes and PLE reuse; verify parity, record perf uncertainty\n","tree":"56968d80d2aa4523849d1dd0641e5ef0cb6a95b3"}},{"name":"r40_opus_readme_review.md","mode":"0100644","size":6641,"lastCommit":{"hash":"2f329ddb90650a51df8fd9bafb3b0840d721f22b","oid":"2f329ddb90650a51df8fd9bafb3b0840d721f22b","parents":["fadc5c26bd5335162bb7a16fa53050815ff84dbc"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T13:20:02+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T13:20:02+03:00"},"message":"round 40: add apple silicon README, setup script, and complete strata metal diff\n","tree":"d18cfb1f27ef7076f01fadbb0b9ad880f0878693"}},{"name":"r40_rocm14_metal_optimizations.md","mode":"0100644","size":5930,"lastCommit":{"hash":"166ab85b83ff07eda83c327bf293d1db365d2eb5","oid":"166ab85b83ff07eda83c327bf293d1db365d2eb5","parents":["ff160ead2c2ab92fc928e4043244e6bc877ca677"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T18:40:22+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T18:40:22+03:00"},"message":"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","tree":"5ada7aa0315afe3bd839c31a273c2802fcd3e629"}},{"name":"r44_chunk0_moce","mode":"0040000","size":0,"lastCommit":{"hash":"00cb04eeaa96ce78f6932f2ffab80f100037fd17","oid":"00cb04eeaa96ce78f6932f2ffab80f100037fd17","parents":["a5ab2db0cb6f452cfdd98bf9bd869209607fee36"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T22:12:50+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T22:12:50+03:00"},"message":"audits: archive r44 chunk-0 MoCE measurement (reconstructed; 47/64 KL rows unrecoverable, hashes null)\n","tree":"a20c3a1dff73908f992935e738bdd63271831320"}},{"name":"r45_colab_ssh_slot","mode":"0040000","size":0,"lastCommit":{"hash":"d870a2597946268b8ae244aff48c3b7b70b9440b","oid":"d870a2597946268b8ae244aff48c3b7b70b9440b","parents":["12b9bae6c1b256e077e252f6fe04e87d8b5cf679"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T22:26:34+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T22:26:34+03:00"},"message":"audits: r45 colab ssh-slot refusal - ColabSshSessionError + HTTP recovery helpers (patch in dawn's albedo checkout, uncommitted)\n","tree":"426582c117bed7a64843f93d6e43ba590d3705ea"}},{"name":"sol_async_stream_prefill.md","mode":"0100644","size":9576,"lastCommit":{"hash":"bec6ab3befd4668fe5ba567d748cfb43d571e1dc","oid":"bec6ab3befd4668fe5ba567d748cfb43d571e1dc","parents":["d6a726f8da377cbfed65f9297b5fab985a978904"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T08:21:59+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T08:21:59+03:00"},"message":"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","tree":"00c89cedf93b358fd2b1f035d118ca0c9cf06bc3"}},{"name":"sol_moce_spec.md","mode":"0100644","size":12893,"lastCommit":{"hash":"b3decf339e8bb99161c4673b19c6490a5c193447","oid":"b3decf339e8bb99161c4673b19c6490a5c193447","parents":["4b0f233f9e13baf707514e278f7749bd1a4f1357"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T10:42:30+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T10:48:07+03:00"},"message":"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","tree":"4ee9e07b063ce0dcd639d55f566ad50554efe286"}},{"name":"sol_moe_cache_policy.md","mode":"0100644","size":20185,"lastCommit":{"hash":"411096fc3dd9e891624ede72692893bda3a55a4e","oid":"411096fc3dd9e891624ede72692893bda3a55a4e","parents":["9d4fcca5c2883fea2e1248a370150d2e9ed2be88"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T05:19:18+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T05:19:18+03:00"},"message":"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","tree":"a5a94c1b103c7d9707c9ae6788e8eae852a67446"}},{"name":"sol_mtp_fuse.md","mode":"0100644","size":6378,"lastCommit":{"hash":"89188acfff2805d9997a830b1a274eafc009833c","oid":"89188acfff2805d9997a830b1a274eafc009833c","parents":["b3decf339e8bb99161c4673b19c6490a5c193447"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T11:16:51+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T11:16:51+03:00"},"message":"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","tree":"328bbd3574633a2253b3bc8f24f6e91dea327593"}},{"name":"sol_r10_gdn.md","mode":"0100644","size":7797,"lastCommit":{"hash":"aeb4f92d1fa0bb01c604cdf9aead1352d5669042","oid":"aeb4f92d1fa0bb01c604cdf9aead1352d5669042","parents":["d3ac7f18668340287009d0c16cf1234a17208280"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T15:05:27+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T15:05:27+03:00"},"message":"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","tree":"bd954def803d022019ec29720ceed13a1ece9f5d"}},{"name":"sol_r11_qsa.md","mode":"0100644","size":7741,"lastCommit":{"hash":"70aef903ca629e1b28932957d81b2d6f9eee91c8","oid":"70aef903ca629e1b28932957d81b2d6f9eee91c8","parents":["38f3f93cd50cc1de8f27bcac44e316442e28e6f3"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T16:20:08+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T16:20:08+03:00"},"message":"Round 11 blitz: gemm_f16 tile selector (-18% / -234 ms), qsa_attn_mm hoisted rv/rk (-44.5%), branchless W8 (-50.8% / 2.03x) + W8 k_hoist (-57 ms), 3,397.5 ms GPU kprof (583.7 tok/s GPU) & 2048 prompt chunk on :8080\n","tree":"3d43fb9d41c09c9a49ab4f4a95a2c5a2cda17140"}},{"name":"sol_r12_qsa.md","mode":"0100644","size":8606,"lastCommit":{"hash":"86255f22e8636122fb75c47989830fc29ac006c3","oid":"86255f22e8636122fb75c47989830fc29ac006c3","parents":["24622a4f49af9bdaa1729087c33eae6de3f44233"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T16:48:54+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T16:48:54+03:00"},"message":"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","tree":"2be382a1586e9e5d7414f23af174db7b1ceb9018"}},{"name":"sol_r13_specgate.md","mode":"0100644","size":7510,"lastCommit":{"hash":"ceb17220b460a95ba6705828c0453df63e523d0b","oid":"ceb17220b460a95ba6705828c0453df63e523d0b","parents":["c6fccd489089982ddd7ae447704cafd92d3363fa"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T18:06:46+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T18:06:46+03:00"},"message":"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","tree":"3bfe19952bdf646d446dbce256d4a71ba2287d19"}},{"name":"sol_r14_qsa.md","mode":"0100644","size":8299,"lastCommit":{"hash":"f73d5df1d62b00f6ae4e6b23f8ca7f6db30bd6e5","oid":"f73d5df1d62b00f6ae4e6b23f8ca7f6db30bd6e5","parents":["06945765d3a3fcd7e0658393540759246141cc27"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T18:58:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T18:58:35+03:00"},"message":"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","tree":"d4c8905328d7b4b77d60c85582fe4b22f4f21458"}},{"name":"sol_r15_qsa.md","mode":"0100644","size":7768,"lastCommit":{"hash":"2eb7dc0eb1eb94ce836a25c5b72aeecf8dd09681","oid":"2eb7dc0eb1eb94ce836a25c5b72aeecf8dd09681","parents":["698c0d22c88487248453874a5d8838ea81c55f60"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T19:26:30+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T19:26:30+03:00"},"message":"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","tree":"208afd1d6a7df196802206261d0252e19c52b277"}},{"name":"sol_r16_dec.md","mode":"0100644","size":10117,"lastCommit":{"hash":"f3384f69c818215d3a3657ed02cd1dc6c68834cc","oid":"f3384f69c818215d3a3657ed02cd1dc6c68834cc","parents":["87422d8af2c0f544160222e4b7c55b29b15fc606"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T19:52:37+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T19:52:37+03:00"},"message":"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","tree":"96411f6947e7fae9d8ba2325db6d3d40c785edfd"}},{"name":"sol_r17_shuf.md","mode":"0100644","size":7299,"lastCommit":{"hash":"5dad0206d5d865daf0b548d9ddc531f4ee01abb2","oid":"5dad0206d5d865daf0b548d9ddc531f4ee01abb2","parents":["9ab561c3631d9736acb5725df4c1cca1447df08e"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T20:12:03+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T20:12:03+03:00"},"message":"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","tree":"b83955b658570b8c86b7af14f45f38c241a6f8d4"}},{"name":"sol_r18_grcomb.md","mode":"0100644","size":7191,"lastCommit":{"hash":"35f84cbe162d134c2a453d7f5dccc03beedb5b7e","oid":"35f84cbe162d134c2a453d7f5dccc03beedb5b7e","parents":["aa08456eb4499c4e26c04b04d1eb7c352f7fea98"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T20:49:41+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T20:49:41+03:00"},"message":"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","tree":"9b801fb4c608c68fa18c4279d027b5b3c90d121d"}},{"name":"sol_r19_sample.md","mode":"0100644","size":10115,"lastCommit":{"hash":"75d719c91502a1ec9fc9584e1b658751962910fd","oid":"75d719c91502a1ec9fc9584e1b658751962910fd","parents":["ec16aabddca249add065ab4f32e21811d53e9f8c"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T21:34:21+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T21:34:21+03:00"},"message":"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","tree":"5f92263b92d2658007e4fd9026ca75f6316e5c85"}},{"name":"sol_r20_gather.md","mode":"0100644","size":6730,"lastCommit":{"hash":"4b7eddca1654850746a05ae888b1e0dbed139b2b","oid":"4b7eddca1654850746a05ae888b1e0dbed139b2b","parents":["da6f0edc61314592a015f664f21b5d4b93c4230f"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T22:01:24+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T22:01:24+03:00"},"message":"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","tree":"72545fbb6e18046808aa865dd753188e6831c6ec"}},{"name":"sol_r21_qsa2.md","mode":"0100644","size":5359,"lastCommit":{"hash":"0d39e8e147731815e3a6858b9412222258ad7994","oid":"0d39e8e147731815e3a6858b9412222258ad7994","parents":["7a8813c4a99d188b83601763aa18816c9472bdd8"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T22:22:20+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T22:22:20+03:00"},"message":"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","tree":"0b49587c2ed0a4652f70db560785582a74c4137c"}},{"name":"sol_r22_router_glue.md","mode":"0100644","size":7222,"lastCommit":{"hash":"3c41c248727d5c414def788487408e55bda4f3d8","oid":"3c41c248727d5c414def788487408e55bda4f3d8","parents":["d118282a1dba026e7149d26ca0fa3c456bfd8881"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T22:47:31+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T22:47:31+03:00"},"message":"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","tree":"03927d4fcced85dc76a7ac90a4a1ec2790819cb0"}},{"name":"sol_r23_gemv.md","mode":"0100644","size":9721,"lastCommit":{"hash":"e1737f7dca139a1f2f0e6475c013ad2036ab52cc","oid":"e1737f7dca139a1f2f0e6475c013ad2036ab52cc","parents":["b22e1528a6b239923bac8cfe14c96b479d5a4031"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T23:43:31+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T23:43:31+03:00"},"message":"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","tree":"90d216019dc4a3d9b74328a397397107bc73ac17"}},{"name":"sol_r24_qsa.md","mode":"0100644","size":5833,"lastCommit":{"hash":"a6202763ec7d59f898d70991a7a23ea31d045aa3","oid":"a6202763ec7d59f898d70991a7a23ea31d045aa3","parents":["36179319ae0779ffcf96469b3bf17760399b5bc9"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T00:18:51+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T00:18:51+03:00"},"message":"Round 24 blitz: W8 (+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","tree":"08e571427ba9d0d7b0f4a6dc6ec9dc8fe38705b0"}},{"name":"sol_r25_ple.md","mode":"0100644","size":6740,"lastCommit":{"hash":"a1f70833a8a13da7d3134b2396c335198bd5e65d","oid":"a1f70833a8a13da7d3134b2396c335198bd5e65d","parents":["568a24e8c80496217634dd80a5f9df7d18bf6658"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T01:16:26+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T01:16:26+03:00"},"message":"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","tree":"fa533a4b37e99945a31f2b1b8526a26ad76e2840"}},{"name":"sol_r26_qsa.md","mode":"0100644","size":7307,"lastCommit":{"hash":"69531aa5c3146143b6528ad6805c4affb8da4050","oid":"69531aa5c3146143b6528ad6805c4affb8da4050","parents":["90808731de06353de2b86856bf6b6c602a769066"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T01:59:35+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T01:59:35+03:00"},"message":"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 unroll + MM_V3_ONLY fast compile\n","tree":"fa5278ad9e8c613849112710708e6500ba69b854"}},{"name":"sol_r27_qsa.md","mode":"0100644","size":6238,"lastCommit":{"hash":"5dc990523841304a8f2a754aec3dd9ca20115a5e","oid":"5dc990523841304a8f2a754aec3dd9ca20115a5e","parents":["21e4d0ea4d409907060c09d720336b86a54a558d"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T02:28:44+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T02:28:44+03:00"},"message":"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","tree":"2c148f837adcf7e96ccaa8a467cfab84e892a685"}},{"name":"sol_r28_router.md","mode":"0100644","size":6359,"lastCommit":{"hash":"2267f2a88fad30134cf06dbd2f2a853a4b7f8f6c","oid":"2267f2a88fad30134cf06dbd2f2a853a4b7f8f6c","parents":["7891858d91aa67351760e12c63e72dbd8fe4a3f9"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T03:00:52+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T03:00:52+03:00"},"message":"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","tree":"089f24064321184c6ab50f80f496d2829a5812cd"}},{"name":"sol_r29_moemm.md","mode":"0100644","size":5472,"lastCommit":{"hash":"0958c6b16b3306cfc9916d7a49589fde5c5e14ba","oid":"0958c6b16b3306cfc9916d7a49589fde5c5e14ba","parents":["7ad409383ad0ea28ae203b9b22642c1952fae1a8"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T03:49:56+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T03:49:56+03:00"},"message":"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 (-1.1..-6.9%)\n","tree":"62158d93b1b6b780db71b94635c1df5bb166620d"}},{"name":"sol_r30_prompt.md","mode":"0100644","size":6193,"lastCommit":{"hash":"9e4b43257077c3e291bba04309e3e7f202267a30","oid":"9e4b43257077c3e291bba04309e3e7f202267a30","parents":["0c15bbe07f3d69679b82efa22b01b15833854853"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T04:23:22+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T04:23:22+03:00"},"message":"Round 30 blitz: W4::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","tree":"2b27a75f4386c712fc6b2f2020988058bbcbf2b5"}},{"name":"sol_r31_moe.md","mode":"0100644","size":5808,"lastCommit":{"hash":"eb15e06280473bed8657082dedb5d16a49a2f3cc","oid":"eb15e06280473bed8657082dedb5d16a49a2f3cc","parents":["bbab2f615eb810c2139674a11ed3a2ecf6f4ac36"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T05:08:26+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T05:08:26+03:00"},"message":"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","tree":"b1bbe1189aebe2c499e8c88b77915d7b1d802748"}},{"name":"sol_r32_qsa.md","mode":"0100644","size":5635,"lastCommit":{"hash":"aa55103018b23eb4322a304f856cd23015260be9","oid":"aa55103018b23eb4322a304f856cd23015260be9","parents":["7d335884f2edaf4c7da98dce9c3c2b9f972a5934"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T05:57:17+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T05:57:17+03:00"},"message":"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","tree":"809180ef502041cfd43499d777823e644a5e3e05"}},{"name":"sol_r33_qsa.md","mode":"0100644","size":5717,"lastCommit":{"hash":"d94675c31d77411a46785ff830f19c25474fdc69","oid":"d94675c31d77411a46785ff830f19c25474fdc69","parents":["3177919502d2ae81d84a80e2e8ffc5ce72467cc7"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T06:50:08+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T06:50:08+03:00"},"message":"Round 33 blitz: gdn_step_t kl split + pre-barrier3 state commit (-1.1..-4.1%), gr_norm hoist (-6..-11%), GrdUnit packed char4 (-10..-16%) -> 628.51 tok/s GPU prefill, mtp_ms 124.20/193.49/323.71ms\n","tree":"bbb0c5b6f5035e880e9f2b668bc15fa4711a2831"}},{"name":"sol_r34_prompt.md","mode":"0100644","size":6347,"lastCommit":{"hash":"910b3ef05466a4beaaae501decd270a7e7673685","oid":"910b3ef05466a4beaaae501decd270a7e7673685","parents":["0f77ed851111c8d28fb8107848e3473af9b35297"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T07:39:57+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T07:39:57+03:00"},"message":"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::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","tree":"e4bd152bb5173a2d3a39f93452fe3c1a84b80e1e"}},{"name":"sol_r35_prompt.md","mode":"0100644","size":8106,"lastCommit":{"hash":"9d9dc8aeeb9e1bd2eee73dcd38c8105c96e099ad","oid":"9d9dc8aeeb9e1bd2eee73dcd38c8105c96e099ad","parents":["07a5b20674d64b60edd12c74d72af7bb57d74dc3"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T08:17:17+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T08:17:17+03:00"},"message":"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","tree":"118651617116adfdc63a5e30bca89d1f12a1c844"}},{"name":"sol_r36_prompt.md","mode":"0100644","size":7572,"lastCommit":{"hash":"34041844c71411febc1c704cb5af829c0cd7f0f7","oid":"34041844c71411febc1c704cb5af829c0cd7f0f7","parents":["424800509fe6f7b3cc200f0dbc21e19c35b77b2f"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T08:51:15+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-18T08:51:15+03:00"},"message":"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","tree":"0017767e0848dde29c0cd4625d132d62dcc9eba9"}},{"name":"sol_r5_mtp_qsa.md","mode":"0100644","size":8297,"lastCommit":{"hash":"f15273eb5e6bbad440803d77d6ad723efbc2c99f","oid":"f15273eb5e6bbad440803d77d6ad723efbc2c99f","parents":["89188acfff2805d9997a830b1a274eafc009833c"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T12:03:21+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T12:03:21+03:00"},"message":"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","tree":"44ddaa6614ca753e0dde0c285519628bb3f292e3"}},{"name":"sol_r6_qsa.md","mode":"0100644","size":5207,"lastCommit":{"hash":"f11c331c549a06d6a77a0dafc964c729bfef5d27","oid":"f11c331c549a06d6a77a0dafc964c729bfef5d27","parents":["2221e823644540093fc0ad9faab52f92ca8684dd"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T12:40:06+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T12:40:06+03:00"},"message":"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","tree":"9e61065bfd55231df499d32f53b9f9f8492a3408"}},{"name":"sol_r7_hcup.md","mode":"0100644","size":8155,"lastCommit":{"hash":"059bf9ca7be5331b58cc372e794ab5e2577f9887","oid":"059bf9ca7be5331b58cc372e794ab5e2577f9887","parents":["f11c331c549a06d6a77a0dafc964c729bfef5d27"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T13:07:30+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T13:07:30+03:00"},"message":"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","tree":"60dae31011e4c70d9704cfb94106488f93a4d05e"}},{"name":"sol_r8_grvec.md","mode":"0100644","size":6144,"lastCommit":{"hash":"8bc5f0383501fa6aaa21972553bd39b16d589d4e","oid":"8bc5f0383501fa6aaa21972553bd39b16d589d4e","parents":["059bf9ca7be5331b58cc372e794ab5e2577f9887"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T13:58:02+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T13:58:02+03:00"},"message":"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","tree":"ac5916397bb87eb6ea37e7daa872b48b72ded7fc"}},{"name":"sol_r9_moemm.md","mode":"0100644","size":6314,"lastCommit":{"hash":"0548b0c72548973273000fd956e6cc4481f0ce91","oid":"0548b0c72548973273000fd956e6cc4481f0ce91","parents":["a2cf506bcd45e232090c05f13951b183bcb77f3d"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T14:34:37+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T14:34:37+03:00"},"message":"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","tree":"66f9ded5780adb3df53d3e7b2fc05e6dcf71007f"}},{"name":"sol_slop4_mtp.md","mode":"0100644","size":6644,"lastCommit":{"hash":"4b0f233f9e13baf707514e278f7749bd1a4f1357","oid":"4b0f233f9e13baf707514e278f7749bd1a4f1357","parents":["bec6ab3befd4668fe5ba567d748cfb43d571e1dc"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T09:53:32+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T09:53:32+03:00"},"message":"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","tree":"cf92ef185db5e84a649e1e4d5626568e37bcd42f"}},{"name":"sol_spec_mtp_decode.md","mode":"0100644","size":20231,"lastCommit":{"hash":"411096fc3dd9e891624ede72692893bda3a55a4e","oid":"411096fc3dd9e891624ede72692893bda3a55a4e","parents":["9d4fcca5c2883fea2e1248a370150d2e9ed2be88"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T05:19:18+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-17T05:19:18+03:00"},"message":"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","tree":"a5a94c1b103c7d9707c9ae6788e8eae852a67446"}}],"lastCommit":{"hash":"d870a2597946268b8ae244aff48c3b7b70b9440b","oid":"d870a2597946268b8ae244aff48c3b7b70b9440b","parents":["12b9bae6c1b256e077e252f6fe04e87d8b5cf679"],"author":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T22:26:34+03:00"},"committer":{"name":"dawn","email":"90008@klbr.net","when":"2026-10-19T22:26:34+03:00"},"message":"audits: r45 colab ssh-slot refusal - ColabSshSessionError + HTTP recovery helpers (patch in dawn's albedo checkout, uncommitted)\n","tree":"426582c117bed7a64843f93d6e43ba590d3705ea"}}