{"table": "Confirmation", "generated": "2026-11-11T14:40:39Z", "license": "CC BY-SA 4.0", "docs": "https://cmp.wiki/wiki/CMP_Wiki:For_agents", "fields": ["pagetitle", "page", "confirmed_by", "date", "cards", "result", "numbers", "notes"], "keys": "Row keys match the names in \"fields\" (underscores, for example decode_tps). The older spelling with a space (\"decode tps\") is kept in every row with the same value, so existing readers keep working.", "count": 65, "rows": [{"pagetitle": "Buying/Confirmation 1", "page": "Buying", "confirmed_by": "neapopa", "date": "2026-11-03", "cards": "", "result": "Reproduced", "numbers": "a second card that came with its power connector glued; acetone removed the glue", "notes": "Replying to @chrysos's report of a Xianyu card whose power connector the seller had glued to the housing, @neapopa: \"i've got one that had the pw connector glued as well. acetone works\". Confirms the glued connector and that acetone freed it, not the corrosion or the cap mod on @chrysos's card. '\"`UNIQ--templatestyles-00000004-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528513735575081070/1567241735715950646 @neapopa], 2026-11-03", "date__precision": "1", "confirmed by": "neapopa"}, {"pagetitle": "DeepSeek V4 Flash 0731 on 4x 8 GB (allover326 PP4 DSpark)/Confirmation 1", "page": "DeepSeek V4 Flash 0731 on 4x 8 GB (allover326 PP4 DSpark)", "confirmed_by": "programmerboi", "date": "2026-08-07", "cards": "", "result": "Reproduced", "numbers": "About 90 tok/s single-stream decode; about 2.5k to 3.5k tok/s prefill at 100k+ context.", "notes": "Four cards (\"basically A100 speeds at decode\"). replacedriver47 noted that the repo's 5K/s prefill is measured at lower context (about 32K), so the lower prefill at 100k+ is expected. '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1535268928220041216 @programmerboi], 2026-08-07
'\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1535268454905417838 @replacedriver47], 2026-08-07", "date__precision": "1", "confirmed by": "programmerboi"}, {"pagetitle": "DeepSeek V4 Flash 0731 on 4x 8 GB (allover326 PP4 DSpark)/Confirmation 2", "page": "DeepSeek V4 Flash 0731 on 4x 8 GB (allover326 PP4 DSpark)", "confirmed_by": "cute_sc2", "date": "2026-08-07", "cards": "", "result": "Reproduced", "numbers": "About 100 tok/s decode, with more possible.", "notes": "Posted in the four-card reproduction thread; the card count is not stated in the message. '\"`UNIQ--templatestyles-00000004-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1535274242889875549 @cute_sc2], 2026-08-07", "date__precision": "1", "confirmed by": "cute_sc2"}, {"pagetitle": "DeepSeek V4 Flash 0731 on 4x 8 GB (allover326 PP4 DSpark)/Confirmation 3", "page": "DeepSeek V4 Flash 0731 on 4x 8 GB (allover326 PP4 DSpark)", "confirmed_by": "danske1", "date": "2026-08-08", "cards": "", "result": "Reproduced", "numbers": "699.2 tok/s aggregate decode at 64 concurrent requests (the repo reports 712.8).", "notes": "Tested DeeJay's repo, then started a real-workload run with 11k to 18k-token prompts at up to 48 concurrent requests; no result from that run was posted. '\"`UNIQ--templatestyles-00000004-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1535526315308875856 @danske1], 2026-08-08", "date__precision": "1", "confirmed by": "danske1"}, {"pagetitle": "DeepSeek V4 Flash 0731 on 4x 8 GB (allover326 PP4 DSpark)/Confirmation 4", "page": "DeepSeek V4 Flash 0731 on 4x 8 GB (allover326 PP4 DSpark)", "confirmed_by": "impactic", "date": "2026-08-08", "cards": "", "result": "Partly reproduced", "numbers": "70+ tok/s decode; 512k context at the same speed.", "notes": "Four of his seven cards (70+ tok/s reported on 4 to 5 cards); was working on 1M context. Cooling was his limit: the cards reached 80 to 85 C with 120 to 140 mm fans. Decode is below the repo's 98.1 tok/s. '\"`UNIQ--templatestyles-00000004-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1535785900628246578 @impactic], 2026-08-08", "date__precision": "1", "confirmed by": "impactic"}, {"pagetitle": "DeepSeek V4 Flash 0731 on 4x 8 GB (allover326 PP4 DSpark)/Confirmation 5", "page": "DeepSeek V4 Flash 0731 on 4x 8 GB (allover326 PP4 DSpark)", "confirmed_by": "cmdrwaka324", "date": "2026-09-06", "cards": "", "result": "Partly reproduced", "numbers": "70 to 80 tok/s decode with PP.", "notes": "Four stock, unmodded cards using allover326/deepseek-v4-cmp170hx (linked by regaly). Decode is below the repo's 98.1 tok/s. '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1546283455204040726 @cmdrwaka324], 2026-09-06
'\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1546292970301562940 @reggie7756], 2026-09-06", "date__precision": "1", "confirmed by": "cmdrwaka324"}, {"pagetitle": "DeepSeek V4.1 Flash on 4x 8 GB (CurtisAccelerate TC-MoE)/Confirmation 1", "page": "DeepSeek V4.1 Flash on 4x 8 GB (CurtisAccelerate TC-MoE)", "confirmed_by": "anon33anon", "date": "2026-10-20", "cards": "8 GB", "result": "Did not reproduce", "numbers": "None.", "notes": "Tried to replicate the recipe on 2026-10-20 and found some pieces were not open source at the time. The repo has been updated since (last commit 2026-10-28). '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518695328008638516/1561910289799184445 @anon33anon], 2026-10-20", "date__precision": "1", "confirmed by": "anon33anon"}, {"pagetitle": "DeepSeek V4.1 Flash on 4x 8 GB (GNmac)/Confirmation 1", "page": "DeepSeek V4.1 Flash on 4x 8 GB (GNmac)", "confirmed_by": "darkmaniac7", "date": "2026-10-27", "cards": "8 GB", "result": "Reproduced", "numbers": "TP4: one user code 244, structured 212, prose 136 tok/s; 8 users 522 / 425 / 346 aggregate; prefill 2.0k to 2.6k tok/s; KV pool 1.4M at 262K context.", "notes": "Four cards of an 8-card box (Gen2 x16, P2P verified on all pairs), served beside another 4-card instance; 1,024-token answers, his own bench. Smoke test passed (arithmetic, tool call, image). Speed matches the published release closely. Found the long-context copy defect listed on the page (85% of named paths wrong on 75k to 92k-token turns). '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: @darkmaniac7, 2026-10-28 (lab notes)", "date__precision": "1", "confirmed by": "darkmaniac7"}, {"pagetitle": "DeepSeek V4.1 Flash on 4x 8 GB (GNmac)/Confirmation 2", "page": "DeepSeek V4.1 Flash on 4x 8 GB (GNmac)", "confirmed_by": "mountains1605", "date": "2026-10-23", "cards": "8 GB", "result": "Partly reproduced", "numbers": "Single stream maybe 10% below GLM 5.3 Flash on the same cards; first load about 8 minutes or more.", "notes": "Four cards on PCIe Gen2 x4 links: PP4 did not work well, TP4 with P2P worked and never felt slow. Quality a bit above GLM 5.3 Flash but less consistent; later he preferred the Morrowmake build for prefill and quality. '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1562849601697095793 @mountains1605], 2026-10-22
'\"`UNIQ--templatestyles-00000009-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1562982101157150771 @mountains1605], 2026-10-23
'\"`UNIQ--templatestyles-0000000A-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1564747358661509230 @mountains1605], 2026-10-27", "date__precision": "1", "confirmed by": "mountains1605"}, {"pagetitle": "DeepSeek V4.1 Flash on 4x 8 GB (Morrowmake)/Confirmation 1", "page": "DeepSeek V4.1 Flash on 4x 8 GB (Morrowmake)", "confirmed_by": "mountains1605", "date": "2026-10-27", "cards": "8 GB", "result": "Partly reproduced", "numbers": "No tok/s posted. Roughly similar speed to the GNmac build he ran before, better quality.", "notes": "Ran it for two days of agentic work on four 8 GB cards at PCIe Gen2 x4: better quality than the earlier GNmac recipe (which struggled with prefill and quality at times), handles complex work better, rated above GLM 5.3 Flash; staying on it. '\"`UNIQ--templatestyles-00000006-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1564320236331601943 @mountains1605], 2026-10-26
'\"`UNIQ--templatestyles-00000008-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1564711187659362447 @mountains1605], 2026-10-27", "date__precision": "1", "confirmed by": "mountains1605"}, {"pagetitle": "DeepSeek V4.1 Flash on 4x 8 GB (Morrowmake)/Confirmation 2", "page": "DeepSeek V4.1 Flash on 4x 8 GB (Morrowmake)", "confirmed_by": "CurtisAccelerate", "date": "2026-10-24", "cards": "8 GB", "result": "Partly reproduced", "numbers": "One user count / code / prose 122.8 / 90.3 / 62.4 tok/s; 8-user aggregate 168.7; cold prefill at 128K 1,558.7 tok/s.", "notes": "Run on the same board as his own recipe: dual-socket Broadwell, 140 W per card, peer access off, so not the published 180 W / P2P conditions. Its prefill beat his own stack at every length. '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: repo [https://github.com/CurtisAccelerate/DeepSeekv41-Flash-1017-EXL3-CMP170HX github.com/CurtisAccelerate/DeepSeekv41-Flash-1017-EXL3-CMP170HX] by CurtisAccelerate on GitHub, posted by [https://discord.com/channels/1518634379604136178/1518695328008638516/1561910289799184445 @anon33anon], 2026-10-20", "date__precision": "1", "confirmed by": "CurtisAccelerate"}, {"pagetitle": "DeepSeek V4.1 Flash on 4x 8 GB (Morrowmake)/Confirmation 3", "page": "DeepSeek V4.1 Flash on 4x 8 GB (Morrowmake)", "confirmed_by": "darkmaniac7", "date": "2026-10-29", "cards": "8 GB", "result": "Partly reproduced", "numbers": "One user code 158, structured 136, prose 121 tok/s; 8 users 323 / 261 / 249; warm prefill 2,453 tok/s on a 17k prompt. Long-context copy test 0 of 29 paths wrong (1 wrong of 30 with the heretic patch).", "notes": "Recipe 1.0.0 on four cards of an 8-card box with pqhaz's heretic patch written into the official shards, a miner co-resident (--gpu-memory-utilization 0.92), Engram on SSD, his own bench script. Tool calls work. Published speeds not reached. '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: @darkmaniac7, 2026-10-29 (lab notes)", "date__precision": "1", "confirmed by": "darkmaniac7"}, {"pagetitle": "DeepSeek V4.1 Flash on 8x 8 GB (Zanooda PP8)/Confirmation 1", "page": "DeepSeek V4.1 Flash on 8x 8 GB (Zanooda PP8)", "confirmed_by": "darkmaniac7", "date": "2026-10-27", "cards": "8 GB", "result": "Partly reproduced", "numbers": "180 W: one user code 64 / structured 46 / prose 32 tok/s; 8 users 546 / 316 / 285 aggregate; prefill 5,478 tok/s (17k prompt). 150 W: 65 / 50 / 34; 533 / 296 / 284; prefill 5,276; 1M context, KV pool 5.56M tokens.", "notes": "Eight cards at Gen2 x16 with P2P, Engram from disk (125 GB host RAM at the time), 1,024-token answers. Prefill, aggregate throughput, 1M context and image input match the author; single-stream decode is about half the author's 117 tok/s. The first run ended with the NVMe dropping off (see the page's warning). '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: @darkmaniac7, 2026-10-27 (lab notes)", "date__precision": "1", "confirmed by": "darkmaniac7"}, {"pagetitle": "Driver unlock/Confirmation 1", "page": "Driver unlock", "confirmed_by": "68x0", "date": "2026-10-04", "cards": "both", "result": "Reproduced", "numbers": "Live on the master branch, confirmed working after Amogh's v0.5 release.", "notes": "68x reproduced the v0.5 unlock on master the same evening it was released, independently of the maintainer (@_j3ns). '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1556442901095907450 @68x0], 2026-10-04", "date__precision": "1", "confirmed by": "68x0"}, {"pagetitle": "ECC/Confirmation 1", "page": "ECC", "confirmed_by": "68x0", "date": "2026-10-04", "cards": "8 GB", "result": "Reproduced", "numbers": "ECC live on the master branch; a separate 8 GB card ran v0.5 master with ECC for ~25 h, memtest clean, 0 ECC errors.", "notes": "Amogh announced software ECC; 68x confirmed it live on master the same evening, and MistyAshHole ran \"v0.5 master w/ ECC\" clean for about 25 hours (64 GB, memtest clean, ECC 0). '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1556442901095907450 @68x0], 2026-10-04", "date__precision": "1", "confirmed by": "68x0"}, {"pagetitle": "Fans and ducts/Confirmation 1", "page": "Fans and ducts", "confirmed_by": "c133", "date": "2026-10-09", "cards": "", "result": "Reproduced", "numbers": "80 mm Supermicro FAN-0074L4, one per pair, never above 63 C at a 185 W cap", "notes": "Confirms one fan per pair of cards (first reported by @cibernox '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528513735575081070/1557506106509631579 @cibernox], 2026-10-07): two Supermicro FAN-0074L4 fans, one per pair of cards, taped with VHB straight onto the card ends with no duct, running inference with 1M-token contexts. '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528513735575081070/1558160764370690100 @c133], 2026-10-09", "date__precision": "1", "confirmed by": "c133"}, {"pagetitle": "Fans and ducts/Confirmation 2", "page": "Fans and ducts", "confirmed_by": "analyticeth", "date": "2026-10-07", "cards": "", "result": "Reproduced", "numbers": "one 120 mm fan for two cards and one 140 mm fan for three cards, no temperature issues", "notes": "Confirms one fan per pair of cards (first reported by @cibernox '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528513735575081070/1557506106509631579 @cibernox], 2026-10-07) with a printed shroud. '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518691940646781070/1557398595886387271 @analyticeth], 2026-10-07", "date__precision": "1", "confirmed by": "analyticeth"}, {"pagetitle": "Fans and ducts/Confirmation 3", "page": "Fans and ducts", "confirmed_by": "froggao", "date": "2026-10-26", "cards": "", "result": "Reproduced", "numbers": "two S12038-4K per card in push-pull plus three case intake fans; no temperatures posted; \"hear basically nothing\"", "notes": "Confirms Arctic S12038-4K fans in push-pull as a quiet, effective setup (first reported by @wakeupmbrc1 at 300 W, 3,500 rpm, HBM 72 C '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1560655488331546715 @wakeupmbrc1], 2026-10-16). '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1564376500717748276 @froggao], 2026-10-26", "date__precision": "1", "confirmed by": "froggao"}, {"pagetitle": "Fans and ducts/Confirmation 4", "page": "Fans and ducts", "confirmed_by": "alanoo", "date": "2026-10-26", "cards": "", "result": "Partly reproduced", "numbers": "S12038-4K push only, four cards at a 200 W cap, at most 62 C in a cold garage", "notes": "Same fans as the push-pull report by @wakeupmbrc1 '\"`UNIQ--templatestyles-00000006-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1560655488331546715 @wakeupmbrc1], 2026-10-16, but push only; @wakeupmbrc1 replied that adding pull fans lets it run quieter and cooler. '\"`UNIQ--templatestyles-00000008-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1564379568801058877 @alanoo], 2026-10-26
'\"`UNIQ--templatestyles-00000009-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1564379609343201474 @wakeupmbrc1], 2026-10-26", "date__precision": "1", "confirmed by": "alanoo"}, {"pagetitle": "Fans and ducts/Confirmation 5", "page": "Fans and ducts", "confirmed_by": "forte9000", "date": "2026-10-08", "cards": "", "result": "Reproduced", "numbers": "no numbers posted", "notes": "Confirms the Printables 1801425 intake plenum by @turbine (first shown in use by @djpandaman '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1557576385357160458 @djpandaman], 2026-10-08): \"i use the same one. it's fantastic.\" '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1557576684935454862 @forte9000], 2026-10-08", "date__precision": "1", "confirmed by": "forte9000"}, {"pagetitle": "Fans and ducts/Confirmation 6", "page": "Fans and ducts", "confirmed_by": "mountains1605", "date": "2026-10-08", "cards": "", "result": "Reproduced", "numbers": "two S12038-4K for four cards at about half speed all day; above 2,000 rpm only under sustained agentic load", "notes": "Confirms the plenum and that S12038-4K fans are enough on it for inference (first reported by @reala7096 '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1557593651037737051 @reala7096], 2026-10-08). He uses his own horizontal remix of the plenum. '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1557589464119771187 @mountains1605], 2026-10-08", "date__precision": "1", "confirmed by": "mountains1605"}, {"pagetitle": "Fans and ducts/Confirmation 7", "page": "Fans and ducts", "confirmed_by": "globalapathy", "date": "2026-10-16", "cards": "", "result": "Reproduced", "numbers": "about $11, per-port PWM", "notes": "Confirms the 10-port ARCTIC fan hub first listed by @68x0 '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1560655108839178290 @68x0], 2026-10-16: \"that's the fan hub I purchased, PWM per port control, ~$11\". '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1560657283099267265 @globalapathy], 2026-10-16", "date__precision": "1", "confirmed by": "globalapathy"}, {"pagetitle": "Fans and ducts/Confirmation 8", "page": "Fans and ducts", "confirmed_by": "moliminous", "date": "2026-10-10", "cards": "", "result": "Reproduced", "numbers": "five cards, average 33 to 37 C, quiet unless the fans run at 100 %", "notes": "Confirms @port00 (RazK)'s integrated fan housing (Thingiverse 7409424 by PluraliT, updated on Cults3D), first reported in use by @68x0 at 60 C and 200 W '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1560301937675599944 @68x0], 2026-10-15. @moliminous used the Cults3D version unmodified on a 5-GPU PCIe switch board. '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1558529415699234939 @moliminous], 2026-10-10", "date__precision": "1", "confirmed by": "moliminous"}, {"pagetitle": "Fans and ducts/Confirmation 9", "page": "Fans and ducts", "confirmed_by": "gnasherrr", "date": "2026-11-04", "cards": "", "result": "Reproduced", "numbers": "no numbers posted; musical tones under inference load, sometimes like R2D2", "notes": "Confirms the musical coil whine during inference that @anon33anon asked about (\"singing like a bird\") '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1567637383544049765 @anon33anon], 2026-11-04: @gnasherrr has heard it on his own cards, the first time from any GPU; ordinary GPU coil whine is whirling, clicking or buzzing, \"never music tones like this\". '\"`UNIQ--templatestyles-00000009-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1567637830031646833 @gnasherrr], 2026-11-04
'\"`UNIQ--templatestyles-0000000A-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1567638000354070541 @gnasherrr], 2026-11-04
'\"`UNIQ--templatestyles-0000000B-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1567638933557346536 @gnasherrr], 2026-11-04", "date__precision": "1", "confirmed by": "gnasherrr"}, {"pagetitle": "Full SM unlock/Confirmation 1", "page": "Full SM unlock", "confirmed_by": "ghostinthedatacenter_87281", "date": "2026-10-19", "cards": "10 GB", "result": "Reproduced", "numbers": "128 SM on a 10 GB card, shown in screenshots (the posts carry no SM number in text); started from 170hx-rir-tool.", "notes": "mrpandagod and lxwx established the 10 GB SM unlock; GhostInTheDatacenter reproduced it (\"Finally!!!\" with a screenshot on 2026-10-19, a second screenshot on 2026-10-26), as did orrorin and Waypoint. The route through the RIR burn is 68x0's line (\"You can unlock more SMs with the RIR burn\"), which GhostInTheDatacenter confirmed (\"Exactly\"). '\"`UNIQ--templatestyles-00000008-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518695328008638516/1561875502824816832 @ghostinthedatacenter_87281], 2026-10-19
'\"`UNIQ--templatestyles-0000000A-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518695328008638516/1564100458023358584 @ghostinthedatacenter_87281], 2026-10-26
'\"`UNIQ--templatestyles-0000000B-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518695328008638516/1564103821922275432 @68x0], 2026-10-26
'\"`UNIQ--templatestyles-0000000C-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518695328008638516/1564103887009484901 @ghostinthedatacenter_87281], 2026-10-26", "date__precision": "1", "confirmed by": "ghostinthedatacenter_87281"}, {"pagetitle": "Gen2 link retrain/Confirmation 1", "page": "Gen2 link retrain", "confirmed_by": "gmzombie", "date": "2026-07-24", "cards": "both", "result": "Reproduced", "numbers": "2 cards (one 8 GB, one 10 GB)", "notes": "After the retrain had failed with both cards installed, he installed Newman's fork (the retrain that was merged as cmpunlocker's Gen2 patch) and reported \"tested and working with both cards\". He had said earlier that day that the two were an 8 GB card and a 10 GB card; the link width went to x8 for him. '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518695289278566450/1530224339319001148 @gmzombie], 2026-07-24
'\"`UNIQ--templatestyles-00000009-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518695289278566450/1530232235071115415 @gmzombie], 2026-07-24
'\"`UNIQ--templatestyles-0000000A-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518695289278566450/1530237593491603527 @gmzombie], 2026-07-24", "date__precision": "1", "confirmed by": "gmzombie"}, {"pagetitle": "Gen2 link retrain/Confirmation 2", "page": "Gen2 link retrain", "confirmed_by": "eksitus", "date": "2026-07-24", "cards": "10 GB", "result": "Reproduced", "numbers": "3 cards", "notes": "Same build as Confirmation 1, the same afternoon: \"Also works for me on 3x10gb cards\". No bandwidth figures posted. '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518695289278566450/1530237451392647239 @eksitus], 2026-07-24", "date__precision": "1", "confirmed by": "eksitus"}, {"pagetitle": "Gigabyte G292-Z20/Confirmation 1", "page": "Gigabyte G292-Z20", "confirmed_by": "cmdrwaka324", "date": "2026-10-26", "cards": "", "result": "Reproduced", "numbers": "5 CMP 170HX with 2x RTX 3090 and an Intel B60 in one G292-Z20", "notes": "Runs his cards in the same server; good BIOS and out-of-band management, cards stay cool with an aggressive fan tune; each GPU pair on its own switch. '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1564116874063511654 @cmdrwaka324], 2026-10-26
'\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1564120367398780969 @cmdrwaka324], 2026-10-26", "date__precision": "1", "confirmed by": "cmdrwaka324"}, {"pagetitle": "Gigabyte G292-Z20/Confirmation 2", "page": "Gigabyte G292-Z20", "confirmed_by": "danske1", "date": "2026-10-26", "cards": "", "result": "Reproduced", "numbers": "", "notes": "\"I got this too, it's great\", with two caveats: ear-piercing stock fans, and EPS-to-EPS cables are needed because adapters do not fit in the back section. Card count not stated in his message. '\"`UNIQ--templatestyles-00000004-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1564151316819877921 @danske1], 2026-10-26", "date__precision": "1", "confirmed by": "danske1"}, {"pagetitle": "GLM 5.3 Flash on 2x 8 GB (ExLlamaV3 layer split)/Confirmation 1", "page": "GLM 5.3 Flash on 2x 8 GB (ExLlamaV3 layer split)", "confirmed_by": "nestaa51", "date": "2026-10-09", "cards": "8 GB", "result": "Reproduced", "numbers": "96.2 tok/s on easy text, 34.2 tok/s on hard text (decode, one request). Prefill 2 to 5% slower than his TP build.", "notes": "Run on two x16-modded 8 GB cards (Threadripper 3970X host) as the baseline for his tensor-parallel extension of this repo, which was 28% faster. '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: repo [https://github.com/alexvnesta/glm53-flash-cmp170hx-tp github.com/alexvnesta/glm53-flash-cmp170hx-tp] by alexvnesta on GitHub, posted by [https://discord.com/channels/1518634379604136178/1518695289278566450/1559307749429354510 @nestaa51], 2026-10-12", "date__precision": "1", "confirmed by": "nestaa51"}, {"pagetitle": "GLM 5.3 Flash on 4x 8 GB/Confirmation 1", "page": "GLM 5.3 Flash on 4x 8 GB", "confirmed_by": "cibernox", "date": "2026-10-13", "cards": "8 GB", "result": "Reproduced", "numbers": "Over 350 tok/s in short bursts, 270+ tok/s on real workflows (TP4). About 800 tok/s aggregate across agents (2026-10-19). KV pool 1,204,813 tokens at 262,144 per request (startup log).", "notes": "Daily driver. Cards with the x16 mod, P2P enabled, TP4. '\"`UNIQ--templatestyles-00000006-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518695289278566450/1559515598797672479 @cibernox], 2026-10-13
'\"`UNIQ--templatestyles-00000008-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1560687961530572833 @cibernox], 2026-10-16", "date__precision": "1", "confirmed by": "cibernox"}, {"pagetitle": "GLM 5.3 Flash on 4x 8 GB/Confirmation 2", "page": "GLM 5.3 Flash on 4x 8 GB", "confirmed_by": "turbine", "date": "2026-10-27", "cards": "8 GB", "result": "Reproduced", "numbers": "317 tok/s at batch 1 on code, 164 on prose.", "notes": "Four cards, tensor parallel. '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1564557999463202917 @turbine], 2026-10-27", "date__precision": "1", "confirmed by": "turbine"}, {"pagetitle": "GLM 5.3 Flash on 4x 8 GB/Confirmation 3", "page": "GLM 5.3 Flash on 4x 8 GB", "confirmed_by": "mountains1605", "date": "2026-10-08", "cards": "8 GB", "result": "Reproduced", "numbers": "PP4: 90 to 140 tok/s decode, 1M context window, prefill around 3k tok/s (2026-10-04). 340 tok/s total at 8 concurrent on real agent work (2026-10-08).", "notes": "Four 8 GB cards on PCIe Gen2 x4 links (no x16 mod), PP4 layout. These are the field numbers for PP4 on x4 links, which the recipe itself has not measured. '\"`UNIQ--templatestyles-00000006-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1556410859117482025 @mountains1605], 2026-10-04
'\"`UNIQ--templatestyles-00000008-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1557598774887710792 @mountains1605], 2026-10-08", "date__precision": "1", "confirmed by": "mountains1605"}, {"pagetitle": "GLM 5.3 Flash on 4x 8 GB/Confirmation 4", "page": "GLM 5.3 Flash on 4x 8 GB", "confirmed_by": "ikyo", "date": "2026-10-06", "cards": "8 GB", "result": "Reproduced", "numbers": "Concurrency 1: 161.8 tok/s per user. 2: 231.0 aggregate. 4: 307.5 aggregate. 8: 296.1 aggregate, 4.55 s median TTFT. One user by workload: structured 182.1, code 161.8, prose 141.2 (768-token answers, reasoning counted as output).", "notes": "First run on a new 4-card box through Docker, on an early release Morrowmake said had bugs (a fix followed the same night). '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1556906534926028921 @ikyo], 2026-10-06", "date__precision": "1", "confirmed by": "ikyo"}, {"pagetitle": "GLM 5.3 Flash on 4x 8 GB/Confirmation 5", "page": "GLM 5.3 Flash on 4x 8 GB", "confirmed_by": "1a2b3c0967", "date": "2026-10-04", "cards": "8 GB", "result": "Reproduced", "numbers": "Release 1.7, PP4, concurrency 3, 1M context, KV pool about 3M tokens: over 75 tok/s on prose.", "notes": "Dropped --max-num-seqs from 8 to 3 to grow the KV pool. '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1556144621451747412 @1a2b3c0967], 2026-10-04", "date__precision": "1", "confirmed by": "1a2b3c0967"}, {"pagetitle": "GLM 5.3 Flash on 4x 8 GB/Confirmation 6", "page": "GLM 5.3 Flash on 4x 8 GB", "confirmed_by": "darkmaniac7", "date": "2026-10-19", "cards": "8 GB", "result": "Reproduced", "numbers": "Recipe 1.8.0 as published, MiaAI protocol, Gen2 x8, no P2P, 74 SMs, 180 W: PP4 one user 201 / 149 / 97 tok/s (structured / code / prose), 664 / 548 / 477 at eight users, 32k cold prefill 6,834-6,977 tok/s; TP4 361 / 284 / 199, 697 / 587 / 529 at eight users, prefill 1,633-1,753. On an 8-card box at Gen2 x16 with P2P (abliterated W4A16 checkpoint, own bench with 1,024-token answers, code / structured / prose): TP4 252 / 235 / 139, 623 / 617 / 421 at eight users, prefill 1.7k.", "notes": "PP4 reproduces the published numbers closely; TP4 lands at about 0.75x without x16 links and P2P, because the all-reduce runs through host memory. Draft acceptance matched the published regime. Vision and video worked. '\"`UNIQ--templatestyles-00000006-QINU`\"'Source: @darkmaniac7, 2026-10-19 (lab notes)
'\"`UNIQ--templatestyles-00000008-QINU`\"'Source: @darkmaniac7, 2026-10-28 (lab notes)", "date__precision": "1", "confirmed by": "darkmaniac7"}, {"pagetitle": "GLM 5.3 Flash on 4x 8 GB/Confirmation 7", "page": "GLM 5.3 Flash on 4x 8 GB", "confirmed_by": "con3po7016", "date": "2026-09-26", "cards": "8 GB", "result": "Reproduced", "numbers": "Release 1.4.0 on 4 cards at Gen2 x8, 200 W per card. TP4 INT4: one user 271 / 262 / 184 tok/s (structured / code / prose), eight users 756 / 733 / 495, prefill 1.9K / 2.0K at 16K / 64K. PP4 MM INT4: 144 / 136 / 99, eight users 650 / 647 / 423, prefill 4.8K / 7.4K. PP4 KV pool 2,320,328 tokens, reproduced exactly from the x16 figure. GSM8K 97.2 / 98.8, MMLU (300) 91.7, tools 24/24.", "notes": "Four of the eight cards in his box, measured against his own older 6-card engine. On x8 links PP4 matches the x16 numbers and TP4 decode reaches 90 to 98% of them; TP4 prefill is about 62% (1.9K against 3.1K) because x8 halves the prefill all-reduce bandwidth. The engine's outputs were bit-deterministic run to run. His configuration files are not reproduced (asked of the author). '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1553458909250064597 @con3po7016], 2026-09-26", "date__precision": "1", "confirmed by": "con3po7016"}, {"pagetitle": "GLM 5.3 on 8x 8 GB (cebeuq glm53-cmp170hx-recipe)/Confirmation 1", "page": "GLM 5.3 on 8x 8 GB (cebeuq glm53-cmp170hx-recipe)", "confirmed_by": "darkmaniac7", "date": "2026-11-04", "cards": "8 GB", "result": "Partly reproduced", "numbers": "Same layout (TP2 x PP4, layers 22,20,20,16), 524,288-token context, KV pool 569,792 tokens. Lab bench, 1,024-token answers, median of 3: one stream at temperature 0, structured / code / prose 89.6 / 93.9 / 60.8 tok/s; sampled (temperature 0.9) code 93.3-94.6 and prose 61.3-62.0 tok/s over three runs; prefill 2,272 tok/s on a 17k-token prompt; a long-context chat at an 83k-token prompt, two turns of 2,000 tokens: first turn 67.5 tok/s (first token after 32.3 s), second turn 86.9 tok/s (first token after 8.3 s); 0 HTTP 5xx. Quality: 90.07% top-1 agreement with the lab's TP8 reference outputs (the lab's floor is 89.9%), NLL delta -0.69%. Accepted draft tokens per 2-token draft: 1.305 at temperature 0 (per position 0.754 / 0.551), 1.252 sampled (0.745 / 0.506), 1.385 on the long-context chat, 0.929 on raw sampled prose; 3.00 tokens per PipeSpec epoch. Load to ready from a local NVMe copy of the converted weights with a 450 MB/s container read cap: 558 s warm, 1,341 s cold.", "notes": "The lab runs this recipe in production on its own eight 8 GB cards (64 GB, PCIe Gen2 x16, P2P on) with three additions of its own (published on 2026-11-05 and offered to the recipe as pull requests 1 to 3): the pipeline hand-off fix for TP2 (2026-10-27; the open question in the recipe's known limits), the grammar bitmask for draft tokens (2026-11-04, a port of the upstream vLLM fix, so json_schema, named tool choice and json_object work with speculative decoding), and probabilistic drafts for sampled requests under PipeSpec (2026-11-04). The lab's bench (1,024-token answers, median of 3, structured / code / prose) is not the author's chat bench (384 tokens, thinking on, mean per category), and its quality reference differs (TP8 reference outputs, not the author's NVFP4 goldens), so these numbers are not directly comparable with his. Before the probabilistic drafts (the recipe with the hand-off and grammar fixes only, same cards, same day): accepted draft tokens 1.303 at temperature 0, 1.191 sampled, 1.226 on the long-context chat, 0.829 on raw sampled prose; agreement 90.13%; sampled code 91.4-92.5 and prose 58.6-61.8 tok/s over three runs. Entered as partly reproduced: the layout, the context and the KV pool match the recipe exactly, but the lab's build carries three additions and the author's speed numbers were not re-measured on his bench. '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: @darkmaniac7, 2026-11-04 (lab notes)", "date__precision": "1", "confirmed by": "darkmaniac7"}, {"pagetitle": "GLM 5.3 on 8x 8 GB (vllm-170hx-glm5)/Confirmation 1", "page": "GLM 5.3 on 8x 8 GB (vllm-170hx-glm5)", "confirmed_by": "1a2b3c0967", "date": "2026-10-08", "cards": "8 GB", "result": "Reproduced", "numbers": "8 cards, concurrency 1, KV pool 850k tokens. No tok/s posted; \"big performance bump\" over his own 8-card build (about 25 tok/s, see GLM 5.3 on 8x 8 GB (Int4-Int8Mix PP8)).", "notes": "The build first targeted PP10 and would not run at PP8 for him; it ran once reala added PP8, PP9 and PP10 support the same day. '\"`UNIQ--templatestyles-00000006-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1557602682028691480 @1a2b3c0967], 2026-10-08
'\"`UNIQ--templatestyles-00000008-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1557602773208666163 @1a2b3c0967], 2026-10-08", "date__precision": "1", "confirmed by": "1a2b3c0967"}, {"pagetitle": "Gpcprobe/Confirmation 1", "page": "gpcprobe", "confirmed_by": "globalapathy", "date": "2026-10-20", "cards": "", "result": "Reproduced", "numbers": "one good card in the batch he checked", "notes": "@globalapathy used @matstatman's probe tools the day '\"`UNIQ--nowiki-00000006-QINU`\"' was released and said they saved him from buying bad cards; only one card of the batch was good. He did not say which variant or which readout showed the problem. '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518695328008638516/1562131178524250145 @globalapathy], 2026-10-20", "date__precision": "1", "confirmed by": "globalapathy"}, {"pagetitle": "Huananzhi H12D-8D/Confirmation 1", "page": "Huananzhi H12D-8D", "confirmed_by": "68x0", "date": "2026-11-05", "cards": "", "result": "Reproduced", "numbers": "", "notes": "P2P works on his own H12D-8D: \"I can confirm I got p2p working on my H12-8D\". No figures posted. '\"`UNIQ--templatestyles-00000004-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1567963288409743391 @68x0], 2026-11-05", "date__precision": "1", "confirmed by": "68x0"}, {"pagetitle": "P2P/Confirmation 1", "page": "P2P", "confirmed_by": "ghostinthedatacenter_87281", "date": "2026-10-07", "cards": "both", "result": "Reproduced", "numbers": "Applied curiouspixel's P2P patch (Morrowmake fork); P2P worked, same as Trust Inter's result.", "notes": "Trust Inter reported curiouspixel's patch in Morrowmake/cmpunlocker fixed his P2P; GhostInTheDatacenter applied the same and got the same result (\"Yep I did the same\"). '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1557382971584151644 @ghostinthedatacenter_87281], 2026-10-07", "date__precision": "1", "confirmed by": "ghostinthedatacenter_87281"}, {"pagetitle": "PCIe Gen3 on the 10 GB card/Confirmation 1", "page": "PCIe Gen3 on the 10 GB card", "confirmed_by": "djpandaman", "date": "2026-10-11", "cards": "10 GB", "result": "Reproduced", "numbers": "Gen3 and Gen4 established on 10 GB cards via RIR; Gen4 validated behind a PLX switch.", "notes": "lxwx first reported Gen3 working on a 10 GB card (2026-10-12); mrpandagod reports independently doing both 3.0 and 4.0 on 10 GB cards through the RIR route, and evanrodgers validated Gen3 x4 at boot on two cards with a clean 30-minute stress run. '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518695328008638516/1558679981201170443 @djpandaman], 2026-10-11", "date__precision": "1", "confirmed by": "djpandaman"}, {"pagetitle": "PCIe x16 capacitor mod/Confirmation 1", "page": "PCIe x16 capacitor mod", "confirmed_by": "anon33anon", "date": "2026-10-15", "cards": "", "result": "Reproduced", "numbers": "Three cards modded: the first two trained x16; the third trained x8 until the suspect caps were redone, then x16.", "notes": "Amogh documented x4 to x16 first (170th Street, April 2026); anon33anon reproduced it on his own cards. '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1560084461008461875 @anon33anon], 2026-10-15
'\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1560221482720825405 @anon33anon], 2026-10-15", "date__precision": "1", "confirmed by": "anon33anon"}, {"pagetitle": "Power supplies and cabling/Confirmation 1", "page": "Power supplies and cabling", "confirmed_by": "civiloid", "date": "2026-10-15", "cards": "", "result": "Reproduced", "numbers": "PCIe 8-pin 150 W, EPS 235 W", "notes": "Confirms that the card has one EPS12V input and draws through both inputs of the PCIe-to-EPS adapter (first stated by @reala7096 '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1560434233871171615 @reala7096], 2026-10-15). '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1560436414829559809 @civiloid], 2026-10-15", "date__precision": "1", "confirmed by": "civiloid"}, {"pagetitle": "Power supplies and cabling/Confirmation 2", "page": "Power supplies and cabling", "confirmed_by": "ropuls", "date": "2026-10-09", "cards": "", "result": "Reproduced", "numbers": "works with the latch clips trimmed on a bandsaw", "notes": "Confirms that a CPU (EPS12V) cable straight from the PSU powers the card (first reported by @analyticeth '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1558175554165940368 @analyticeth], 2026-10-09). '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1558183124129808405 @ropuls], 2026-10-09", "date__precision": "1", "confirmed by": "ropuls"}, {"pagetitle": "Power supplies and cabling/Confirmation 3", "page": "Power supplies and cabling", "confirmed_by": "n2dcrypt", "date": "2026-10-05", "cards": "", "result": "Reproduced", "numbers": "eight cards on two 1,600 W PSUs, no shutdowns", "notes": "Confirms about four cards per 1,600 W PSU (first reported by @okrasit., four cards at a 300 W cap on one 1,600 W PSU '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1556772848041988238 @okrasit.], 2026-10-05). '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1556772789510344801 @n2dcrypt], 2026-10-05", "date__precision": "1", "confirmed by": "n2dcrypt"}, {"pagetitle": "Qwen3.8 27B on 1x 8 GB (W4A16 vLLM)/Confirmation 1", "page": "Qwen3.8 27B on 1x 8 GB (W4A16 vLLM)", "confirmed_by": "chonsworth", "date": "2026-10-05", "cards": "8 GB", "result": "Partly reproduced", "numbers": "About 3.7k tok/s prefill at about 100 tok/s decode, against the published 1.9k / 100. Never run to 1M context.", "notes": "Replying to kellertreppe123's post of the recipe, on the same model on one card. He did not say whether he used the recipe as written; his prefill is higher than published and his decode matches. '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1556775994692731011 @chonsworth], 2026-10-05", "date__precision": "1", "confirmed by": "chonsworth"}, {"pagetitle": "Qwen3.8 27B on 1x 8 GB (W4A16 vLLM)/Confirmation 2", "page": "Qwen3.8 27B on 1x 8 GB (W4A16 vLLM)", "confirmed_by": "kellertreppe123", "date": "2026-10-05", "cards": "8 GB", "result": "Reproduced", "numbers": "About 170 tok/s decode at 262k context and 60 to 70 tok/s nearing long context, against the post's 160+ on short context and 70+ near the long end.", "notes": "He copied Miséricorde's r/LocalLLM recipe and ran it on one 64 GB card, mentioning 170tune alongside it. His own AutoRound quant of the huihui abliterated variant only reached 60 to 70 tok/s and drops somewhat in long context, which he attributes to his quant. '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1556696026004459672 @kellertreppe123], 2026-10-05
'\"`UNIQ--templatestyles-00000009-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1556696293655576633 @kellertreppe123], 2026-10-05
'\"`UNIQ--templatestyles-0000000A-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1556701588419117058 @kellertreppe123], 2026-10-05", "date__precision": "1", "confirmed by": "kellertreppe123"}, {"pagetitle": "Qwen3.8 Flash Next on 1x 8 GB (iIIusi0n SSD PLE)/Confirmation 1", "page": "Qwen3.8 Flash Next on 1x 8 GB (iIIusi0n SSD PLE)", "confirmed_by": "tekkenz", "date": "2026-10-06", "cards": "8 GB", "result": "Reproduced", "numbers": "Prefill 3.5k tok/s with a 2,048-token chunk size.", "notes": "Served klee100/Qwen3.8-Flash-Next-AutoRound-3bpw-MTP with this patched vLLM; had to set MTP=3. '\"`UNIQ--templatestyles-00000006-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518695328008638516/1557137287756914883 @tekkenz], 2026-10-06
'\"`UNIQ--templatestyles-00000008-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518695328008638516/1557139178284777554 @tekkenz], 2026-10-06", "date__precision": "1", "confirmed by": "tekkenz"}, {"pagetitle": "Qwen3.8 Flash Next on 1x 8 GB (iIIusi0n SSD PLE)/Confirmation 2", "page": "Qwen3.8 Flash Next on 1x 8 GB (iIIusi0n SSD PLE)", "confirmed_by": "dottoreargus", "date": "2026-10-07", "cards": "8 GB", "result": "Reproduced", "numbers": "5K+ tok/s prefill on a single 8 GB card after tuning.", "notes": "Changes on top of the repo: prefill batch 2,048 to 4,096, MTP draft tokens 1 to 2, PLE row cache 512 to 8,192 MiB, PLE AIO queue depth 256 to 512; NDIV 67, +250 MHz core offset, 200 W. He warns measurement differences may explain part of the gap. Used for one to two weeks of reverse-engineering work without issues. '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518695328008638516/1557303145204293694 @dottoreargus], 2026-10-07", "date__precision": "1", "confirmed by": "dottoreargus"}, {"pagetitle": "Qwen3.8 Flash Next on 1x 8 GB (iIIusi0n SSD PLE)/Confirmation 3", "page": "Qwen3.8 Flash Next on 1x 8 GB (iIIusi0n SSD PLE)", "confirmed_by": "hogg7701", "date": "2026-10-07", "cards": "8 GB", "result": "Reproduced", "numbers": "3K+ tok/s prefill on a single card.", "notes": "Stock repo settings. '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518695328008638516/1557217456362098698 @hogg7701], 2026-10-07", "date__precision": "1", "confirmed by": "hogg7701"}, {"pagetitle": "Qwen3.8 Flash Next on 2x 8 GB (ElectroHobo W4A16 TP2)/Confirmation 1", "page": "Qwen3.8 Flash Next on 2x 8 GB (ElectroHobo W4A16 TP2)", "confirmed_by": "darkmaniac7", "date": "2026-10-28", "cards": "8 GB", "result": "Reproduced", "numbers": "One user code 263, structured 266, prose 215 tok/s; 8 users 916 / 961 / 729; prefill 4.6k tok/s on a 17k prompt; 53% draft acceptance. Four instances on 8 cards: 3,617 / 3,316 / 2,664 tok/s aggregate at 32 users, 17.4k tok/s prefill.", "notes": "Release 0.2.0 on Gen2 x16 cards with P2P, 1,024-token answers at temperature 0. Vision works. Four instances share one 48 GiB table through PLE_SHARED_DIR on tmpfs (77 GiB host RAM for all four); each keeps 90 to 100% of its lone speed. Custom all-reduce off cost 17 to 25% single-stream, so it stays on. '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: @darkmaniac7, 2026-10-28 (lab notes)", "date__precision": "1", "confirmed by": "darkmaniac7"}, {"pagetitle": "Qwen3.8 Flash Next on 2x 8 GB (Plean PP2)/Confirmation 1", "page": "Qwen3.8 Flash Next on 2x 8 GB (Plean PP2)", "confirmed_by": "galygious", "date": "2026-10-08", "cards": "8 GB", "result": "Reproduced", "numbers": "No tok/s posted.", "notes": "Reproduced the setup \"almost identically\" on a Proxmox host and added the huihui abliteration. No throughput figures were posted, so the numbers column is empty; the setup itself was reported as reproduced. '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518695289278566450/1557608614318047253 @galygious], 2026-10-08", "date__precision": "1", "confirmed by": "galygious"}, {"pagetitle": "Qwen3.8 Flash Next on 3x 8 GB (clee PP3)/Confirmation 1", "page": "Qwen3.8 Flash Next on 3x 8 GB (clee PP3)", "confirmed_by": "68x0", "date": "2026-10-08", "cards": "8 GB", "result": "Reproduced", "numbers": "52 to 60 tok/s on a single-user agentic workload on 3 cards (2026-10-08). Later about 90 tok/s on 3 cards and 100 to 110 on 2 cards with MTP (2026-10-09 to 10-11).", "notes": "Three unlocked 8 GB cards, pulled the author's branch. Later runs used an uncensored model variant to get MTP working (MTP 1 token) and moved to 2 cards with the persistent NVMe KV cache, freeing the third card; prefill only slightly lower on 2 cards. '\"`UNIQ--templatestyles-00000008-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1557582389117587527 @68x0], 2026-10-08
'\"`UNIQ--templatestyles-0000000A-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1557582593354899587 @68x0], 2026-10-08
'\"`UNIQ--templatestyles-0000000B-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1557910994322333746 @68x0], 2026-10-09
'\"`UNIQ--templatestyles-0000000C-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528826330454429706/1558900482355896435 @68x0], 2026-10-11", "date__precision": "1", "confirmed by": "68x0"}, {"pagetitle": "RIR fuse burn/Confirmation 1", "page": "RIR fuse burn", "confirmed_by": "lxtend", "date": "2026-10-11", "cards": "10 GB", "result": "Reproduced", "numbers": "Burned 0x00150095 on a second card; it unlocks the disable_sw_override fuse.", "notes": "orrorin proposed the record pair and Petri Krohn completed the plan; lxwx then burned 0x00150095 on his own 10 GB card and confirmed it clears the gate (\"0x00150095 is right ... it does unlock the disable_sw_override fuse\"). Reproduced again later by GhostInTheDatacenter, orrorin and Lycorascence with 170hx-rir-tool. '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518695328008638516/1558763952391987312 @lxtend], 2026-10-11", "date__precision": "1", "confirmed by": "lxtend"}, {"pagetitle": "Supermicro SYS-4028GR-TRT2/Confirmation 1", "page": "Supermicro SYS-4028GR-TRT2", "confirmed_by": "nathang6866", "date": "2026-10-19", "cards": "", "result": "Reproduced", "numbers": "2 PLX switches, 5 PCIe slots each, all on CPU1", "notes": "Has the same server (4028GR-TRT with the X10DRG-O-PCIE board) and confirms two PLX chips with five slots each; advises keeping cards behind the same switch in consecutive slots. Confirms the topology, not a performance result. '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1561873069214273667 @nathang6866], 2026-10-19
'\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1561967586978177035 @nathang6866], 2026-10-20", "date__precision": "1", "confirmed by": "nathang6866"}, {"pagetitle": "Thermal limits/Confirmation 1", "page": "Thermal limits", "confirmed_by": "programmerboi", "date": "2026-10-25", "cards": "", "result": "Reproduced", "numbers": "passive card dropped out of nvidia-smi at 85 C idle (2026-10-16); a new card clocked out in under 5 minutes without cooling (2026-10-25)", "notes": "Confirms that a card without forced airflow overheats and drops out even at idle (first reported by @analyticeth, off the bus at 95 C '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1528513735575081070/1557491900934791409 @analyticeth], 2026-10-07). '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1560492431768813611 @programmerboi], 2026-10-16", "date__precision": "1", "confirmed by": "programmerboi"}, {"pagetitle": "Undervolting and power limits/Confirmation 1", "page": "Undervolting and power limits", "confirmed_by": "cibernox", "date": "2026-10-07", "cards": "", "result": "Reproduced", "numbers": "offset +250 to +150 on one card; gibberish once or twice a day stopped", "notes": "Confirms that a too-deep undervolt causes errors that a smaller offset removes (first reported by @ichundes, Xid 48/172/13 gone after lowering the offset by 50 '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518695289278566450/1557350219111342183 @ichundes], 2026-10-07). Both had passed 170tune's stability tests. '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518695289278566450/1557385320465702933 @cibernox], 2026-10-07", "date__precision": "1", "confirmed by": "cibernox"}, {"pagetitle": "Undervolting and power limits/Confirmation 2", "page": "Undervolting and power limits", "confirmed_by": "fnerdman", "date": "2026-10-14", "cards": "", "result": "Reproduced", "numbers": "NDIV 70: +3 to 4 % token generation on Qwen 3.8 27B", "notes": "Confirms NDIV 70 as a working HBM clock (first reported by @alanoo, four cards at NDIV 70, 74 fails '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1559862818432618529 @alanoo], 2026-10-14). '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1559880359166877758 @fnerdman], 2026-10-14", "date__precision": "1", "confirmed by": "fnerdman"}, {"pagetitle": "Undervolting and power limits/Confirmation 3", "page": "Undervolting and power limits", "confirmed_by": "wakeupmbrc1", "date": "2026-10-14", "cards": "", "result": "Reproduced", "numbers": "NDIV 54 to 70: +10.5 % at one stream on Qwen 3.8 27B", "notes": "Confirms NDIV 70 as a working HBM clock (first reported by @alanoo '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1559862818432618529 @alanoo], 2026-10-14); Hynix memory usually goes from 54 to 68 to 70. '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1559240995684483074 @wakeupmbrc1], 2026-10-12", "date__precision": "1", "confirmed by": "wakeupmbrc1"}, {"pagetitle": "Water cooling/Confirmation 1", "page": "Water cooling", "confirmed_by": "djpandaman", "date": "2026-10-09", "cards": "", "result": "Reproduced", "numbers": "eight cards in Bykski 40G blocks; no temperatures posted", "notes": "Confirms that the Bykski N-TESLA-A100-40G-SR block fits the CMP 170HX (first reported installed by @lia_oc '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1558548491981291531 @lia_oc], 2026-10-10): \"i have 8 of the new bykski 40G waterblocks\" '\"`UNIQ--templatestyles-00000009-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1545982693903306813/1557808309053030401 @djpandaman], 2026-10-08, \"yes. they're the ideal block\" '\"`UNIQ--templatestyles-0000000A-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1545982693903306813/1558144920747773977 @djpandaman], 2026-10-09, \"my first one has 8 170hx cards in water blocks\" '\"`UNIQ--templatestyles-0000000B-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1558107975812513874 @djpandaman], 2026-10-09.", "date__precision": "1", "confirmed by": "djpandaman"}, {"pagetitle": "Water cooling/Confirmation 2", "page": "Water cooling", "confirmed_by": "globalapathy", "date": "2026-10-18", "cards": "", "result": "Reproduced", "numbers": "two dual-card AIOs with 480 mm radiators, three of four cards running (one card arrived dead); no temperatures posted", "notes": "Confirms dual-card AIO water coolers on the CMP 170HX (first reported by @civiloid, four cards \"cool and quiet\" '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1560654690897629264 @civiloid], 2026-10-16). '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1518692084729511967/1561377732435382384 @globalapathy], 2026-10-18", "date__precision": "1", "confirmed by": "globalapathy"}, {"pagetitle": "Water cooling/Confirmation 3", "page": "Water cooling", "confirmed_by": "_syn_thetic_", "date": "2026-10-22", "cards": "", "result": "Reproduced", "numbers": "many pads missing; the worst paste he had seen", "notes": "Confirms that used cards are dirty inside with pads missing or failing (first reported by @civiloid '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1558670734467928187 @civiloid], 2026-10-11). '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1562907506827595848 @_syn_thetic_], 2026-10-22", "date__precision": "1", "confirmed by": "_syn_thetic_"}, {"pagetitle": "Water cooling/Confirmation 4", "page": "Water cooling", "confirmed_by": "gnasherrr", "date": "2026-10-25", "cards": "", "result": "Reproduced", "numbers": "stock paste rock hard; dental picks needed", "notes": "Confirms the state of stock paste on used cards (first reported by @civiloid '\"`UNIQ--templatestyles-00000005-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1558670734467928187 @civiloid], 2026-10-11). '\"`UNIQ--templatestyles-00000007-QINU`\"'Source: [https://discord.com/channels/1518634379604136178/1534370835220004885/1563746206214000742 @gnasherrr], 2026-10-25", "date__precision": "1", "confirmed by": "gnasherrr"}]}