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paper-ktft-v1

paper-ktft-v1.1

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Mono Color

• c987331264
  [build]: sync sglang submodule to 18c0de72e59359baba793f7a5675f983aa656fc9 (#2217) main github-actions[bot] 2026-10-28 14:08:08 +08:00
• 3134824765
  [perf](kt-kernel): AVX2 MXFP4 decodes each weight group once for the last 2-3 rows of an expert (#2253) AY_novel 2026-10-28 14:55:56 +09:00
• 1852726d92 [build]: sync sglang submodule to 18c0de72e59359baba793f7a5675f983aa656fc9 auto/sync-sglang ovowei 2026-10-20 08:47:09 +00:00
• 8bb04bbee3 deploy: a694e718e8 gh-pages yyj6666667 2026-10-19 10:59:01 +00:00
• a694e718e8
  [feat](sycl): add opt-in Panther Lake XMX expert backend (#2250) callmegaga 2026-10-19 18:38:25 +08:00
• 8bac5a6fb1 deploy: 7fbbc20d31 yyj6666667 2026-10-15 08:59:43 +00:00
• 7fbbc20d31
  [docs](sft): prepare DeepSeek V4 Flash 0.7.2 quickstart (#2247) yyj 2026-10-15 16:43:20 +08:00
• a02efe36b5
  [feat](kt-kernel): add AVX2 RAWINT4 routed-expert LoRA SFT backend (#2243) v0.7.2 losewayy 2026-10-12 19:30:24 +08:00
• f454af069b deploy: 156016c4ef yyj6666667 2026-10-12 04:58:00 +00:00
• adec28bc3c deploy: 44fbb184d5 yyj6666667 2026-10-12 04:57:19 +00:00
• 156016c4ef
  [fix](kt-kernel): size per-NUMA thread counters by physical NUMA id (#2228) Max 2026-10-12 12:56:12 +08:00
• ff291cfb58 deploy: 6d836359a5 yyj6666667 2026-10-12 04:52:15 +00:00
• cde62bc801 deploy: 44fbb184d5 yyj6666667 2026-10-12 04:49:52 +00:00
• 8616edd958 deploy: 6d836359a5 yyj6666667 2026-10-12 04:49:10 +00:00
• 6d836359a5
  [docs]: fix links to moved injection and Kimi-K2 native tutorials (#2223) Pratik Gandhi 2026-10-11 21:45:01 -07:00
• 44fbb184d5
  [fix](cli): fill in the model name and path in kt model remove/edit warnings (#2220) Mohammad Hijjawi 2026-10-12 05:44:24 +01:00
• 5d048e5165
  [fix]: retain mmap owners for AVX2 RAWINT4 (#2225) yyj 2026-10-10 16:16:45 +08:00
• 5f17b273bb deploy: 6160538c81 JimmyPeilinLi 2026-10-10 04:13:48 +00:00
• 6160538c81
  docs: restore single-column Figure 2 in KT-FT paper paper-ktft-v1.1 Peilin Li 2026-10-10 12:11:10 +08:00
• 399a5875a0 docs: restore single-column Figure 2 in KT-FT paper docs/kt-ft-figure2-single-column-20261010 Peilin Li 2026-10-10 11:58:45 +08:00
• cde34b75f3
  [perf](kt-kernel): set up the llamafile forward_many buffers only for the experts in use (#2233) AY_novel 2026-10-10 12:49:10 +09:00
• c76ff29b2a
  [perf](kt-kernel): fuse CPU BF16 gradient norm reduction (#2234) yyj 2026-10-10 11:10:38 +08:00
• b34a4a1b7e [perf](kt-kernel): fuse CPU BF16 gradient norm reduction perf/bf16-grad-norm-20261010 yyj 2026-10-10 10:34:15 +08:00
• 320082b783 deploy: 2ac8cf9c88 JimmyPeilinLi 2026-10-08 04:10:53 +00:00
• 2ac8cf9c88
  docs: publish KTransformers-FineTune author preprint paper-ktft-v1 Peilin Li 2026-10-08 12:10:37 +08:00
• 3066af3bfc docs: publish KTransformers-FineTune author preprint docs/kt-ft-paper-20261008 Peilin Li 2026-10-08 12:06:33 +08:00
• 6351eb61f1 deploy: a5d7ad9047 yyj6666667 2026-09-30 13:29:56 +00:00
• a5d7ad9047
  feat(sft) Deepseek v4 flash LoRA (#2216) yyj 2026-09-30 21:29:43 +08:00
• c40722bf04
  fix(kt-kernel): cap compressed-tensors below the torch>=2.10 releases (#2116) Tai An 2026-09-22 22:07:33 -07:00
• f7607c0f66
  [build]: sync sglang submodule to 541ddc37cbc92c60dc748db5ff1a2aad0b069a80 (#2166) github-actions[bot] 2026-09-19 11:06:54 +08:00
• 105359b4bf
  [perf](kt-kernel): keep the pre-permuted MXFP4 activations for prefill-sized inputs only (#2209) AY_novel 2026-09-17 23:46:19 +09:00
• 4bf0974553
  [fix](kt-kernel): honour physical_to_logical_map in the BF16 TP loader (#2210) AY_novel 2026-09-17 23:44:33 +09:00
• 0b954fe4ca
  [docs]: add English Kimi K2.5 LoRA tutorial (#2211) yyj 2026-09-16 19:14:29 +08:00
• 0dce4c9b09
  [docs] Add Kimi install guidance and python 3.11 wheel(#2207) v0.7.1 yyj 2026-09-14 22:56:13 +08:00
• f312728aa9
  [perf](kt-kernel): permute MXFP4 activations once per expert, not per weight slice (#2205) AY_novel 2026-09-14 15:00:38 +09:00
• 8820558b4f deploy: 4882505c9a yyj6666667 2026-09-13 13:52:17 +00:00
• 4882505c9a
  docs: add Kimi K2.5 PyPI LoRA guide (#2206) yyj 2026-09-13 21:52:06 +08:00
• 105cee4bd1
  fix(release): preserve native payload layout in candidate wheels (#2204) yyj 2026-09-13 17:51:54 +08:00
• 440df94802
  [script]: add Kimi LoRA script (#2202) yyj 2026-09-11 11:26:18 +08:00
• df73c179b6 fix(ci): repair lazy native dependencies and recover verified build artifacts release/20260911-carrier-repair yyj 2026-09-11 03:11:43 +08:00
• 27b04cef5c
  ci: promote manually validated wheels without exporting PyPI credentials (#2199) yyj 2026-09-11 02:04:16 +08:00
• 0eb060c583
  fix(ci): preserve setup-python shared library path during release (#2198) yyj 2026-09-11 01:17:50 +08:00
• 74f87116c0 fix(ci): preserve setup-python shared library path during release release/20260911-ci-python yyj 2026-09-11 01:16:35 +08:00
• 5632f7197e
  release: align post4 stack and allow CI artifact-only builds (#2197) v0.7.0.post4 yyj 2026-09-11 01:11:26 +08:00
• d84daac3ef release: align post4 stack and allow CI artifact-only builds release/20260911-pypi yyj 2026-09-11 01:08:18 +08:00
• a3695f1a83
  ci(release): gate four-main PyPI publishing on immutable wheels and model E2E (#2194) yyj 2026-09-11 00:52:24 +08:00
• 7c35863f62
  ci: add model E2E acceptance for community PRs and PyPI releases (#2195) yyj 2026-09-11 00:50:36 +08:00
• 15d8f4927a ci(release): gate four-main PyPI promotion on immutable wheels and model E2E ci/four-main-pypi-release yyj 2026-09-11 00:26:36 +08:00
• f1c860e85b ci: add immutable candidate and public PyPI release acceptance gates ci/model-e2e-acceptance yyj 2026-09-11 00:26:36 +08:00
• ae9cc311c6 docs(release): add verified Kimi RAWINT4 LoRA smoke configs yyj 2026-09-10 23:56:36 +08:00
• 61cb5cded5
  fix(kt-kernel): restore MXFP4 decode fallback without AVX512 BF16 (#2196) yyj 2026-09-10 23:14:05 +08:00
• 8729235145 docs: record qj5090 acceptance infrastructure validation yyj 2026-09-10 19:13:15 +08:00
• b6c1df4b2f ci: wait for free GPUs before native import validation yyj 2026-09-10 19:06:58 +08:00
• 3bb6ae59a6 ci: disable inherited container healthchecks during acceptance yyj 2026-09-10 19:04:46 +08:00
• 1af50c4418 ci: recheck GPU occupancy before each model starts yyj 2026-09-10 19:00:40 +08:00
• 5ca728538e ci: add isolated model E2E acceptance for PR wheels and PyPI yyj 2026-09-10 18:58:21 +08:00
• 6d7e367c3f ci(release): prepare source builds from four main snapshots yyj 2026-09-10 18:06:41 +08:00
• aa2cd3072f
  [feat] Add native RAWINT4 routed-expert LoRA SFT for Kimi K2.5/K2.6 (#2186) yyj 2026-09-10 17:05:16 +08:00
• 9b0da97c91
  [feat](docker): add docker image and API guide (#2191) yyj 2026-09-09 18:57:11 +08:00
• 6d460cc107
  [feat](kt-kernel): packed-int4-resident AVX-VNNI-256 GPTQ INT4 backend (#2187) Huang Wensen 2026-09-07 20:20:04 +08:00
• 308200c940
  perf(sft): defer backward repack wait to CPU consumer (#2188) yyj 2026-09-07 17:39:26 +08:00
• 667db91084 deploy: 31985f40bc yyj6666667 2026-09-01 12:24:13 +00:00
• 23c08b2867 deploy: 040a4980ec yyj6666667 2026-09-01 12:21:43 +00:00
• 54613ee90f deploy: 31985f40bc yyj6666667 2026-09-01 12:18:43 +00:00
• 31985f40bc
  [docs](kt-kernel): DeepSeek-V4-Flash single-NPU deployment tutorial for Ascend (#2159) Pan-Boyi 2026-09-01 20:11:02 +08:00
• 040a4980ec
  [feat](kt-kernel): Ascend NPU backend for single-card DeepSeek-V4-Flash offload (#2157) Pan-Boyi 2026-09-01 20:10:24 +08:00
• 3a19fd6d88
  [perf](kt-kernel): make AVX512 MXFP4 decode memory-bound (#2181) yyj 2026-09-01 11:45:25 +08:00
• 7c17c96503
  [feat](kt-kernel): NVFP4 routed experts on the AVX2 FP4 backend (#2176) AY_novel 2026-09-01 12:44:36 +09:00
• 21095b9912
  [build] sync SGLang for KT LoRA serving (#2182) yyj 2026-08-31 17:19:23 +08:00
• 948129159a
  [perf](kt-kernel): AVX2 MXFP4 grouped fast path for decode and prefill (#2175) AY_novel 2026-08-28 15:48:22 +09:00
• 2c1942247f release: freeze verified post3 wheel hashes release/0.7.0.post3-frozen-pypi yyj 2026-08-27 23:50:50 +08:00
• 2a1436cf4b release: build post3 from frozen post2 carriers yyj 2026-08-27 22:39:59 +08:00
• a08d3d39ac release: prepare verified 0.7.0.post3 hotfix yyj 2026-08-27 22:37:04 +08:00
• 063500785b
  build: sync GLM-5.3 config compatibility fix (#2177) yyj 2026-08-27 22:24:50 +08:00
• 1a551e1c72 build: sync GLM-5.3 config compatibility fix fix/glm53-index-share-sync yyj 2026-08-27 22:13:57 +08:00
• 5eaa726cd9 release: publish verified existing-project wheels release/0.7.0.post2-frozen-pypi yyj 2026-08-27 08:14:30 +08:00
• a67a1de936 chore(release): pin complete carrier runtime hotfix/0.7.0.post2-pypi-runtime yyj 2026-08-27 07:43:14 +08:00
• cf1a9b9017 chore(release): pin complete carrier runtime yyj 2026-08-27 07:43:14 +08:00
• a33041a82f fix(release): use existing PyPI carriers for SGL runtime yyj 2026-08-27 07:33:03 +08:00
• eb61e80cb2 fix(release): use existing PyPI carriers for SGL runtime yyj 2026-08-27 07:33:03 +08:00
• 29140e9866 ci(release): publish verified carrier wheels yyj 2026-08-27 07:20:53 +08:00
• 205af62fc8 chore(release): pin carrier-wheel runtime yyj 2026-08-27 07:19:24 +08:00
• 7f61f0091f ci(release): resume verified PyPI uploads safely yyj 2026-08-27 06:28:33 +08:00
• 8c24b9577c chore(release): pin manylinux payload runtime yyj 2026-08-27 06:23:20 +08:00
• 981fb96fd6 ci(release): publish verified manylinux wheels yyj 2026-08-27 06:23:00 +08:00
• ad8e156f51 ci(release): expose PyPI upload diagnostics yyj 2026-08-27 06:09:38 +08:00
• 06f42ea8e3 chore(release): pin split CUDA payload runtime yyj 2026-08-27 06:06:36 +08:00
• 89d290fa50 ci(release): publish verified split CUDA payloads yyj 2026-08-27 06:06:14 +08:00
• 2ad8a777d3 ci(release): publish verified KT kernel distribution yyj 2026-08-27 05:31:10 +08:00
• 48c3f79076 chore(release): update SGL kernel distribution compatibility yyj 2026-08-27 05:05:47 +08:00
• 406771d1f9 fix(release): correct sglang hotfix gitlink yyj 2026-08-27 04:55:46 +08:00
• dcafbfb6e1 chore(release): point to KT-owned SGL kernel package yyj 2026-08-27 04:54:38 +08:00
• 39977ce6f1 ci(release): publish frozen post2 wheels yyj 2026-08-27 04:49:47 +08:00
• 469ffc625a chore(release): update sglang-kt runtime hotfix yyj 2026-08-27 03:33:10 +08:00
• 458cdcd5ba fix(packaging): reuse validated kt-kernel post1 wheels yyj 2026-08-27 01:05:53 +08:00
• ba1939d74e fix(release): prepare 0.7.0.post2 runtime hotfix yyj 2026-08-27 01:01:44 +08:00
• b18ea27588 deploy: 41613064c7 yyj6666667 2026-08-26 14:45:32 +00:00
• 41613064c7
  feat(GLM): add native GLM-5.3-flash support (#2173) v0.7.0.post1 yyj 2026-08-26 22:45:12 +08:00
• 96be9f560b deploy: c40d37c63c JimmyPeilinLi 2026-08-24 18:46:32 +00:00
• e70e6e86c8 deploy: 62d7b69e75 JimmyPeilinLi 2026-08-24 18:45:08 +00:00