Jiaqi Liao
061fb56382
Update Kimi-K2.5.md ( #1838 )
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2026-02-07 16:38:39 +08:00
Chen Hongtao
d342fb1df6
[docs]: add maintainers list ( #1837 )
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* [docs]: add maintainers list
* Apply suggestion from @Copilot
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---------
Co-authored-by: ErvinXie <ervinxie@qq.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2026-02-06 18:28:06 +08:00
Oql
56cbd69ac4
kt-cli enhancement ( #1834 )
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* [feat]: redesign kt run interactive configuration with i18n support
- Redesign kt run with 8-step interactive flow (model selection, inference method, NUMA/CPU, GPU experts, KV cache, GPU/TP selection, parsers, host/port)
- Add configuration save/load system (~/.ktransformers/run_configs.yaml)
- Add i18n support for kt chat (en/zh translations)
- Add universal input validators with auto-retry and Chinese comma support
- Add port availability checker with auto-suggestion
- Add parser configuration (--tool-call-parser, --reasoning-parser)
- Remove tuna command and clean up redundant files
- Fix: variable reference bug in run.py, filter to show only MoE models
* [feat]: unify model selection UI and enable shared experts fusion by default
- Unify kt run model selection table with kt model list display
* Add Total size, MoE Size, Repo, and SHA256 status columns
* Use consistent formatting and styling
* Improve user decision-making with more information
- Enable --disable-shared-experts-fusion by default
* Change default value from False to True
* Users can still override with --enable-shared-experts-fusion
* [feat]: improve kt chat with performance metrics and better CJK support
- Add performance metrics display after each response
* Total time, TTFT (Time To First Token), TPOT (Time Per Output Token)
* Accurate input/output token counts using model tokenizer
* Fallback to estimation if tokenizer unavailable
* Metrics shown in dim style (not prominent)
- Fix Chinese character input issues
* Replace Prompt.ask() with console.input() for better CJK support
* Fixes backspace deletion showing half-characters
- Suppress NumPy subnormal warnings
* Filter "The value of the smallest subnormal" warnings
* Cleaner CLI output on certain hardware environments
* [fix]: correct TTFT measurement in kt chat
- Move start_time initialization before API call
- Previously start_time was set when receiving first chunk, causing TTFT ≈ 0ms
- Now correctly measures time from request sent to first token received
* [docs]: 添加 Clawdbot 集成指南 - KTransformers 企业级 AI 助手部署方案
* [docs]: 强调推荐使用 Kimi K2.5 作为核心模型,突出企业级推理能力
* [docs]: 添加 Clawdbot 飞书接入教程链接
* [feat]: improve CLI table display, model verification, and chat experience
- Add sequence number (#) column to all model tables by default
- Filter kt edit to show only MoE GPU models (exclude AMX)
- Extend kt model verify to check *.json and *.py files in addition to weights
- Fix re-verification bug where repaired files caused false failures
- Suppress tokenizer debug output in kt chat token counting
* [fix]: fix cpu cores.
---------
Co-authored-by: skqliao <skqliao@gmail.com>
2026-02-04 16:44:54 +08:00
Oql
4f64665758
[docs]: add Qwen3 Coder Next Tutorial ( #1833 )
2026-02-04 16:27:10 +08:00
Oql
c28cfcb26e
[fix]: fix k2-moe.hpp load weight ( #1830 )
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2026-02-03 11:28:49 +08:00
Jiaqi Liao
794c04fae4
Revert "[doc]: update kimi_k2.5 doc ( #1823 )" ( #1825 )
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This reverts commit 2e6506535b .
2026-01-30 16:10:01 +08:00
Oql
ccbb5b1cf8
[docs]: add clawd bot docs
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add clawd bot docs
2026-01-30 15:51:30 +08:00
Jiaqi Liao
2e6506535b
[doc]: update kimi_k2.5 doc ( #1823 )
2026-01-30 15:43:18 +08:00
Jiaqi Liao
db82d99fa6
feat: add fallback expert prefix lookup in loader.py from kimi_k2.5 ( #1822 )
2026-01-30 14:09:38 +08:00
Jiaqi Liao
edc48aba37
[fix]: fix wrapper import issue ( #1819 )
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2026-01-28 16:31:56 +08:00
Peilin Li
8321d00cc5
Add files via upload ( #1814 )
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2026-01-27 17:44:50 +08:00
Jiaqi Liao
2f6f7f1921
Kimi k2.5 doc ( #1812 )
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* [doc]: add Kimi-K2.5 deploy&sft guide
* [doc]: add Kimi-K2.5 deploy&sft guide
2026-01-27 13:33:25 +08:00
Jiaqi Liao
1da075a3fa
Revert "[doc]: add Kimi-K2.5 deploy&sft guide ( #1810 )" ( #1811 )
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This reverts commit a368140d76 .
2026-01-27 10:05:13 +08:00
Jiaqi Liao
a368140d76
[doc]: add Kimi-K2.5 deploy&sft guide ( #1810 )
2026-01-27 10:02:59 +08:00
Oql
5bd5c8f750
[fix]: fix experts-sched-Tutorial.md ( #1808 )
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2026-01-23 18:06:24 +08:00
Oql
bf4c8a690b
Add Native Precision Tutorial, update worker strategy and README.md ( #1807 )
2026-01-23 18:00:13 +08:00
Jianwei Dong
8652346e69
[fix]: doc ( #1805 )
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2026-01-23 11:17:08 +08:00
SCDESPERTATE
b0f827d2a9
[chore](cuda): explicitly use ele_per_blk var for better readability ( #1784 )
2026-01-23 11:11:08 +08:00
Jianwei Dong
779bf14556
[doc]: add Experts sched tutorial ( #1802 )
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* Change num gpu experts to gpu expert masks and add eplb statistics
* [feat]: update examples
* [fix]: fix fp8 perchannel
* Delete useless tests
* Delete useless tests
* add experts_sched tutorial
---------
Co-authored-by: ouqingliang <1692110604@qq.com>
2026-01-22 15:40:07 +08:00
Peilin Li
a4de664e62
Add AutoDL Tutorial ( #1801 )
2026-01-22 14:52:47 +08:00
ErvinXie
d2305538f7
Modify installation steps in Kimi-K2-Thinking-Native.md ( #1800 )
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Updated installation instructions for sglang repository.
2026-01-21 15:46:21 +08:00
mrhaoxx
b27de4068b
[fix]: fix exp_avx512 for act_fn ( #1797 )
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2026-01-20 11:07:22 +08:00
Jianwei Dong
027832c590
[feat](kt-kernel): CPU-GPU experts sched ( #1796 )
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2026-01-16 17:01:15 +08:00
Oql
6277da4c2b
support GLM 4.7 ( #1791 )
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support GLM 4.7
2026-01-13 17:36:25 +08:00
watamario15
667030d6e6
[kt-kernel]: Fix ignored build configurations in install.sh and CMakeLists.txt ( #1789 )
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* Correct variable defaults
* Remove CMAKE_BUILD_TYPE setting in CMakeLists
2026-01-12 22:16:19 +08:00
Oql
5edc456749
support Native BF16 format MoE. ( #1788 )
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support Native BF16 format MoE
2026-01-12 14:43:28 +08:00
Oql
ddb957596f
Fix moe bug. ( #1783 )
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* [fix]: fix moe.hpp load from file bug.
* [fix]: fix all moe hpp init bug.
* [fix]: fix moe & awq-moe ug.
2026-01-05 17:02:24 +08:00
Oql
dc6394e501
[fix]: fix moe hpp bug. ( #1780 )
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fix moe hpp init bug.
2026-01-04 19:32:56 +08:00
ZiWei Yuan
ad7674a6d5
[ci]: Patch ci ( #1772 )
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* [docs]: add kt-cli doc and update corresponding website
* [feat]: update issue template
2025-12-31 12:10:20 +08:00
Jianwei Dong
6d2d7cb057
bump to 0.5.0.post1 ( #1771 )
2025-12-30 11:09:54 +08:00
Jianwei Dong
47b1bfcff6
Update release-pypi.yml ( #1770 )
2025-12-30 10:47:28 +08:00
Jianwei Dong
9adc91714f
Remove kt-kernel-cuda, kt-kernel uses the version with cuda ( #1769 )
2025-12-30 10:23:58 +08:00
ZiWei Yuan
b096b01fbc
[docs]: add kt-cli doc and update corresponding website ( #1768 )
2025-12-29 23:06:22 +08:00
ErvinXie
9539ab91eb
Cli ( #1765 )
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* [feat]: add custom option for kt run
* [feat]: depth 3
2025-12-29 15:18:42 +08:00
Jianwei Dong
4b235cdaa4
fix cuda wheel build ( #1766 )
2025-12-29 12:42:06 +08:00
Jianwei Dong
7c127d9fd0
Update release-pypi.yml ( #1764 )
2025-12-29 11:48:55 +08:00
Jianwei Dong
559a3ad4ac
fix pypi cuda install ( #1763 )
2025-12-29 11:19:43 +08:00
Oql
63796374c1
[docs]: fix and add MiniMax-M2 tutorial images. ( #1752 )
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2025-12-25 20:14:35 +08:00
Jiaqi Liao
be668074de
Update tutorial links in README.md ( #1749 )
2025-12-25 14:26:10 +08:00
Jiaqi Liao
46b0f36980
[feat](kt-kernel): Fix CPU instruction set variants for build & install ( #1746 )
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* [feat]: Enhance CPU feature detection and support for AVX512 extensions
- Added cmake/DetectCPU.cmake for automatic CPU feature detection.
- Updated CMakeLists.txt to include auto-detection logic for AVX512 features.
- Modified install.sh to include new AVX512_VBMI option for FP8 MoE.
- Enhanced _cpu_detect.py to support progressive matching of CPU variants.
- Created scripts/check_cpu_features.py for manual CPU feature checks.
- Updated setup.py to reflect changes in CPU variant building and environment variables.
* [fix](kt-kernel): Add conditional inclusion of FP8 MoE for AVX512 BF16 support
* [chore](kt-kernel): update project version to 0.5.0 in CMakeLists.txt and version.py
2025-12-24 18:57:45 +08:00
ZiWei Yuan
dc5feece8f
[docs]: update doc link ( #1745 )
2025-12-24 18:00:47 +08:00
ZiWei Yuan
3315335fb1
[docs]: update docs to kt-kernel & add amd_blis doc ( #1744 )
2025-12-24 17:55:15 +08:00
Oql
1d7a476523
[fix]: fix version to 0.5.0 ( #1743 )
2025-12-24 17:33:22 +08:00
ErvinXie
d8046e1bb4
Kt minimax ( #1742 )
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[feat]: fp8 kernel and kt-cli support
2025-12-24 15:39:44 +08:00
mrhaoxx
e7d277d163
[docs]: refine README for dpo updates ( #1740 )
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* [docs]: refine dpo tutorial
* [docs]: refine README for dpo updates
* Update doc/en/DPO_tutorial.md
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
* [docs]: update website doc & refine location
---------
Co-authored-by: ErvinXie <ervinxie@foxmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: ZiWei Yuan <yzwliam@126.com>
2025-12-24 11:20:08 +08:00
mrhaoxx
dee1e211d5
[docs]: refine dpo tutorial ( #1739 )
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2025-12-22 18:44:24 +08:00
Peilin Li
0bce173e3b
[feat]: Release version to 0.4.4 ( #1738 )
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2025-12-22 11:20:40 +08:00
Peilin Li
16d5d89f50
[docs]: Update Python version options in DPO tutorial ( #1734 )
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2025-12-20 13:44:35 +08:00
Peilin Li
df998e0f36
[docs]: Add RL-DPO Tutorial ( #1733 )
2025-12-20 12:49:02 +08:00
Jianwei Dong
39449ed1af
update PyPI Install and readme ( #1731 )
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2025-12-18 17:21:47 +08:00