https://github.com/lightseekorg/tokenspeed

b200 b300 blackwell deepseek gb200 gb300 glm gpt-oss inkling kimi lightseek llm mi355x mi455x minimax qwen rubin speed-of-light tokenspeed vlm

Score: 27.293412502470886

Last synced: about 5 hours ago
JSON representation

Repository metadata:

TokenSpeed is a speed-of-light LLM inference engine.

Host: GitHub
URL: https://github.com/lightseekorg/tokenspeed
Owner: lightseekorg
License: mit
Created: 2026-05-06T13:13:21.000Z (6 months ago)
Default Branch: main
Last Pushed: 2026-11-04T02:54:21.000Z (3 days ago)
Last Synced: 2026-11-04T02:57:59.347Z (3 days ago)
Topics: b200, b300, blackwell, deepseek, gb200, gb300, glm, gpt-oss, inkling, kimi, lightseek, llm, mi355x, mi455x, minimax, qwen, rubin, speed-of-light, tokenspeed, vlm
Language: Python
Homepage: https://lightseek.org/blog/lightseek-tokenspeed.html
Size: 51.7 MB
Stars: 2,856
Watchers: 17
Forks: 393
Open Issues: 120
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Codeowners: .github/CODEOWNERS
- Security: SECURITY.md
- Governance: GOVERNANCE.md
- Agents: AGENTS.md
- Claude: CLAUDE.md

Owner metadata:

Name: LightSeek Foundation
Login: lightseekorg
Email: contact@lightseek.org
Kind: organization
Description: To accelerate open research and open-source innovation for the next generation of artificial intelligence systems.
Website: https://lightseek.org/blog
Location: United States of America
Twitter: lightseekorg
Company:
Icon url: https://avatars.githubusercontent.com/u/238925110?v=4
Repositories: 6
Last Synced at: 2026-11-06T12:00:07.319Z
Profile URL: https://github.com/lightseekorg

GitHub Events

Total

Create event: 314
Delete event: 310
Fork event: 21
Issue comment event: 117
Issues event: 16
Pull request event: 186
Pull request review comment event: 246
Pull request review event: 244
Push event: 1269
Release event: 1
Watch event: 128
Total: 2852

Last Year

Create event: 314
Delete event: 310
Fork event: 21
Issue comment event: 117
Issues event: 16
Pull request event: 186
Pull request review comment event: 246
Pull request review event: 244
Push event: 1269
Release event: 1
Watch event: 128
Total: 2852

Committers metadata

Last synced: 1 day ago

Total Commits: 2,277
Total Committers: 116
Avg Commits per committer: 19.629
Development Distribution Score (DDS): 0.769

Commits in past year: 2,277
Committers in past year: 116
Avg Commits per committer in past year: 19.629
Development Distribution Score (DDS) in past year: 0.769

Name	Email	Commits
LightSeek Foundation	2****t	527
Lei Zhang	a**t@g**m	205
Nicolas Perrin	n**i@g**m	193
Pengzhan Zhao	b**n@g**m	122
FC.Li	3****i	112
Yineng Zhang	m**e@z**m	87
Enwei Zhu	2****i	85
Zhewen Yu	z**u@a**m	78
tuanzhangCS	t**n@l**g	71
dongjiyingdjy	8****y	49
Max191	4****1	45
minedec	3****c	45
Eric	5****c	41
Yechan Kim	1****a	40
Chen Hongtao	5****2	40
WangBo	w**6@g**m	34
Quinn Dawkins	q**s@g**m	31
Stanley Winata	6****u	26
bhsueh_NV	1****e	21
Sanket Pandit	S**t@a**m	20
Q.Yao	s**o@l**m	20
Jue Wang	z**e@g**m	17
Xiangyi Zhang	x**z@n**m	17
Xurui Yang	5**6@q**m	17
Fan Yin	1**5@q**m	14
Shengbin	s**i@g**m	13
Hongbin Zhong	1****b	12
Nithin Meganathan	1****h	12
Xuchun Shang	x**g@g**m	12
Qingyang Wu	w**u@g**m	11
and 86 more...

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 36
Total pull requests: 1,171
Average time to close issues: 15 days
Average time to close pull requests: 3 days
Total issue authors: 19
Total pull request authors: 112
Average comments per issue: 2.42
Average comments per pull request: 1.77
Merged pull request: 673
Bot issues: 0
Bot pull requests: 0

Past year issues: 36
Past year pull requests: 1,171
Past year average time to close issues: 15 days
Past year average time to close pull requests: 3 days
Past year issue authors: 19
Past year pull request authors: 112
Past year average comments per issue: 2.42
Past year average comments per pull request: 1.77
Past year merged pull request: 673
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/lightseekorg/tokenspeed

Top Issue Authors

vivekkhandelwal1 (7)
lightseek-bot (7)
raikonenfnu (3)
alexps9 (2)
JTCT-chen (2)
zhentaocc (2)
rain7996 (1)
JamesLim-sy (1)
stmatengss (1)
functionstackx (1)
ischencheng (1)
ErnestW2019 (1)
weimin023 (1)
yuanqingz (1)
jeonjw85 (1)

Top Pull Request Authors

lightseek-bot (176)
nperrin-fr (97)
antiagainst (79)
efric (72)
FC-Li (51)
yechank-nvidia (47)
Yu-Zhewen (46)
borontion (43)
tuanzhangCS (35)
chenht2022 (26)
syuoni (25)
raikonenfnu (22)
dongjiyingdjy (22)
LYMDLUT (20)
qedawkins (19)

Top Issue Labels

inactive (12)
high priority (5)
enhancement (1)
bug (1)

Top Pull Request Labels

inactive (24)
high priority (21)

Package metadata

Total packages: 16
Total downloads:
- cargo: 296 total
- pypi: 2,066,447 last-month
Total dependent packages: 0 (may contain duplicates)
Total dependent repositories: 0 (may contain duplicates)
Total versions: 77
Total maintainers: 5

pypi.org: tokenspeed-situ

AOT TensorRT-LLM-Gen MXFP4+SiTU MoE kernel bundle

Homepage: https://github.com/lightseekorg/tokenspeed
Documentation: https://tokenspeed-situ.readthedocs.io/
Licenses: LicenseRef-Proprietary
Latest release: 0.1.0.post20260727 (published 3 months ago)
Last Synced: 2026-11-05T22:42:01.815Z (1 day ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 16 Last month
Rankings:
- Dependent packages count: 6.796%
- Average: 22.622%
- Dependent repos count: 38.449%
Maintainers (1)
- lucis

pypi.org: tokenspeed-cutedsl-kda

AOT CuteDSL KDA prefill kernels for TokenSpeed

Homepage: https://github.com/lightseekorg/tokenspeed
Documentation: https://tokenspeed-cutedsl-kda.readthedocs.io/
Licenses: LicenseRef-Proprietary
Latest release: 0.1.0.post20260923 (published about 2 months ago)
Last Synced: 2026-11-05T22:55:28.095Z (1 day ago)
Versions: 9
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 1,913 Last month
Rankings:
- Dependent packages count: 6.796%
- Average: 22.622%
- Dependent repos count: 38.449%
Maintainers (1)
- lightseek

pypi.org: tokenspeed-kernel-amd

TokenSpeed AMD-specific high-performance kernels.

Homepage: https://github.com/lightseekorg/tokenspeed/tokenspeed-kernel-amd
Documentation: https://tokenspeed-kernel-amd.readthedocs.io/
Licenses: MIT License Copyright (c) 2026 LightSeek Foundation <contact@lightseek.org> Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Latest release: 0.1.4 (published about 1 month ago)
Last Synced: 2026-11-05T22:42:01.474Z (1 day ago)
Versions: 6
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 53 Last month
Rankings:
- Dependent packages count: 7.082%
- Average: 23.572%
- Dependent repos count: 40.061%
Maintainers (2)
- lightseek
- antiagainst

crates.io: tokenspeed-client

Frontend client for TokenSpeed engines over the msgpack ZMQ wire

Homepage:
Documentation: https://docs.rs/tokenspeed-client/
Licenses: MIT
Latest release: 0.1.0 (published 13 days ago)
Last Synced: 2026-11-05T22:42:04.411Z (1 day ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 19 Total
Rankings:
- Forks count: 2.494%
- Stargazers count: 2.727%
- Dependent repos count: 11.263%
- Dependent packages count: 14.878%
- Average: 24.055%
- Downloads: 88.915%
Maintainers (1)
- lightseek-bot

pypi.org: tokenspeed-mla

Speed-of-light TokenSpeed MLA kernels.

Homepage: https://github.com/lightseekorg/tokenspeed
Documentation: https://tokenspeed-mla.readthedocs.io/
Licenses: MIT License Copyright (c) 2026 LightSeek Foundation <contact@lightseek.org> Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Latest release: 2.0.9 (published about 18 hours ago)
Last Synced: 2026-11-06T16:11:40.315Z (about 17 hours ago)
Versions: 42
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 2,064,329 Last month
Rankings:
- Dependent packages count: 7.272%
- Average: 24.203%
- Dependent repos count: 41.134%
Maintainers (1)
- lightseek

pypi.org: tokenspeed

TokenSpeed is a speed-of-light LLM inference engine.

Homepage: https://github.com/lightseekorg/tokenspeed
Documentation: https://tokenspeed.readthedocs.io/
Licenses: MIT License
Latest release: 0.1.1 (published about 1 month ago)
Last Synced: 2026-11-05T22:55:29.224Z (1 day ago)
Versions: 3
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 136 Last month
Rankings:
- Dependent packages count: 7.729%
- Downloads: 22.746%
- Average: 24.726%
- Dependent repos count: 43.704%
Maintainers (1)
- lightseek

crates.io: tokenspeed-collective

CPU collectives among the ranks of a TokenSpeed engine, over a TCP mesh

Homepage:
Documentation: https://docs.rs/tokenspeed-collective/
Licenses: MIT
Latest release: 0.1.0 (published 13 days ago)
Last Synced: 2026-11-05T22:42:02.162Z (1 day ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 32 Total
Rankings:
- Dependent repos count: 11.263%
- Dependent packages count: 14.878%
- Average: 38.352%
- Downloads: 88.915%
Maintainers (1)
- lightseek-bot

crates.io: tokenspeed-grammar

Constrained decoding for the TokenSpeed control plane: xgrammar's C++ core behind a cxx facade

Homepage:
Documentation: https://docs.rs/tokenspeed-grammar/
Licenses: MIT
Latest release: 0.1.0 (published 13 days ago)
Last Synced: 2026-11-05T22:42:02.268Z (1 day ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 21 Total
Rankings:
- Dependent repos count: 11.263%
- Dependent packages count: 14.878%
- Average: 38.352%
- Downloads: 88.915%
Maintainers (1)
- lightseek-bot

crates.io: tokenspeed-scheduler

The TokenSpeed C++ scheduler, embedded with its Python module

Homepage:
Documentation: https://docs.rs/tokenspeed-scheduler/
Licenses: MIT
Latest release: 0.1.0 (published 13 days ago)
Last Synced: 2026-11-05T22:42:03.832Z (1 day ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 21 Total
Rankings:
- Dependent repos count: 11.263%
- Dependent packages count: 14.878%
- Average: 38.352%
- Downloads: 88.915%
Maintainers (1)
- lightseek-bot

crates.io: tokenspeed-wire

TokenSpeed engine IPC schema and msgpack codec

Homepage:
Documentation: https://docs.rs/tokenspeed-wire/
Licenses: MIT
Latest release: 0.1.0 (published 13 days ago)
Last Synced: 2026-11-05T22:48:47.958Z (1 day ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 151 Total
Rankings:
- Dependent repos count: 11.263%
- Dependent packages count: 14.878%
- Average: 38.352%
- Downloads: 88.915%
Maintainers (1)
- lightseek-bot

crates.io: tokenspeed-pd

TokenSpeed's PD transfer peer: the P/D handshake, room states and KV transfers over the Mooncake transfer engine

Homepage:
Documentation: https://docs.rs/tokenspeed-pd/
Licenses: MIT
Latest release: 0.1.0 (published 13 days ago)
Last Synced: 2026-11-05T22:48:48.252Z (1 day ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 26 Total
Rankings:
- Dependent repos count: 11.263%
- Dependent packages count: 14.878%
- Average: 38.352%
- Downloads: 88.915%
Maintainers (1)
- lightseek-bot

crates.io: tokenspeed-l3

The L3 storage tier's Host-only executor: bounded I/O queues, worker threads and the store backends

Homepage:
Documentation: https://docs.rs/tokenspeed-l3/
Licenses: MIT
Latest release: 0.1.0 (published 13 days ago)
Last Synced: 2026-11-05T22:55:29.600Z (1 day ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 26 Total
Rankings:
- Dependent repos count: 11.263%
- Dependent packages count: 14.878%
- Average: 38.352%
- Downloads: 88.915%
Maintainers (1)
- lightseek-bot

nixpkgs-unstable: python313Packages.tokenspeed-mla

Speed-of-light TokenSpeed MLA kernels for Blackwell SM100 and SM103

Homepage: https://github.com/lightseekorg/tokenspeed/tree/main/tokenspeed-mla
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/tokenspeed-mla/default.nix#L51
Licenses: MIT
Latest release: 0.2.10 (published 6 days ago)
Last Synced: 2026-11-01T11:15:04.886Z (6 days ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- Prince213

nixpkgs-unstable: python314Packages.tokenspeed-mla-bin

Speed-of-light TokenSpeed MLA kernels for Blackwell SM100 and SM103

Homepage: https://github.com/lightseekorg/tokenspeed/tree/main/tokenspeed-mla
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/tokenspeed-mla/bin.nix#L40
Licenses: MIT
Latest release: 0.2.10 (published 6 days ago)
Last Synced: 2026-11-01T11:49:06.391Z (6 days ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- Prince213

nixpkgs-unstable: python313Packages.tokenspeed-mla-bin

Speed-of-light TokenSpeed MLA kernels for Blackwell SM100 and SM103

Homepage: https://github.com/lightseekorg/tokenspeed/tree/main/tokenspeed-mla
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/tokenspeed-mla/bin.nix#L40
Licenses: MIT
Latest release: 0.2.10 (published 6 days ago)
Last Synced: 2026-11-01T11:15:05.186Z (6 days ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- Prince213

nixpkgs-unstable: python314Packages.tokenspeed-mla

Speed-of-light TokenSpeed MLA kernels for Blackwell SM100 and SM103

Homepage: https://github.com/lightseekorg/tokenspeed/tree/main/tokenspeed-mla
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/tokenspeed-mla/default.nix#L51
Licenses: MIT
Latest release: 0.2.10 (published 6 days ago)
Last Synced: 2026-11-01T11:49:06.069Z (6 days ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- Prince213

Dependencies

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186 dependencies

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tokio 1 development
tokio 1
tracing 0.1
ts-wire 0.1.0
zeromq 0.6

tokenspeed-engine/crates/ts-collective/Cargo.toml cargo

tokenspeed-engine/crates/ts-control/Cargo.toml cargo

mimalloc 0.1 development
pyo3 0.30 development
serde_json 1 development
tokio 1 development
ts-client 0.1.0 development
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serde_json 1
tokio 1
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ts-metrics 0.1.0
ts-pd 0.1.0
ts-scheduler 0.1.0
ts-wire 0.1.0
zeromq 0.6

tokenspeed-engine/crates/ts-grammar/Cargo.toml cargo

tokenspeed-engine/crates/ts-host/Cargo.toml cargo

tokenspeed-engine/crates/ts-l3/Cargo.toml cargo

tokenspeed-engine/crates/ts-metrics/Cargo.toml cargo

tokenspeed-engine/crates/ts-mooncake/Cargo.toml cargo

tokenspeed-engine/crates/ts-pd/Cargo.toml cargo

tokenspeed-engine/crates/ts-py/Cargo.toml cargo

tokenspeed-engine/crates/ts-scheduler/Cargo.toml cargo

tokenspeed-engine/crates/ts-wire/Cargo.toml cargo

tokenspeed-engine/pyproject.toml pypi

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ecosyste.ms

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https://github.com/lightseekorg/tokenspeed

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Package metadata

pypi.org: tokenspeed-situ

pypi.org: tokenspeed-cutedsl-kda

pypi.org: tokenspeed-kernel-amd

crates.io: tokenspeed-client

pypi.org: tokenspeed-mla

pypi.org: tokenspeed

crates.io: tokenspeed-collective

crates.io: tokenspeed-grammar

crates.io: tokenspeed-scheduler

crates.io: tokenspeed-wire

crates.io: tokenspeed-pd

crates.io: tokenspeed-l3

nixpkgs-unstable: python313Packages.tokenspeed-mla

nixpkgs-unstable: python314Packages.tokenspeed-mla-bin

nixpkgs-unstable: python313Packages.tokenspeed-mla-bin

nixpkgs-unstable: python314Packages.tokenspeed-mla

Dependencies