tt-metal

accelerator ai cuda deepseek gpu img-gen kernels llama llm metal scale-out stable-diffusion tenstorrent video-gen

Score: 23.330865520596923

Last synced: about 11 hours ago
JSON representation

Repository metadata:

:metal: TT-NN operator library, and TT-Metalium low level kernel programming model.

Host: GitHub
URL: https://github.com/tenstorrent/tt-metal
Owner: tenstorrent
License: apache-2.0
Created: 2023-02-13T15:30:05.000Z (over 3 years ago)
Default Branch: main
Last Pushed: 2026-10-25T20:38:16.000Z (7 days ago)
Last Synced: 2026-10-25T20:44:09.981Z (7 days ago)
Topics: accelerator, ai, cuda, deepseek, gpu, img-gen, kernels, llama, llm, metal, scale-out, stable-diffusion, tenstorrent, video-gen
Language: Python
Homepage: https://docs.tenstorrent.com/tt-metal/latest/ttnn/
Size: 2.23 GB
Stars: 1,720
Watchers: 20
Forks: 784
Open Issues: 6,974
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Codeowners: .github/CODEOWNERS
- Notice: NOTICE
- Cursor: .cursor/rules/diagnose-config-hash-mismatch.mdc
- Copilot: .github/copilot-instructions.md

Owner metadata:

Name: Tenstorrent AI
Login: tenstorrent
Email: ospo@tenstorrent.com
Kind: organization
Description:
Website: www.tenstorrent.com
Location: United States of America
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/64161552?v=4
Repositories: 161
Last Synced at: 2026-10-25T10:39:42.863Z
Profile URL: https://github.com/tenstorrent

GitHub Events

Total

Commit comment event: 101
Create event: 723
Delete event: 672
Fork event: 13
Issue comment event: 1473
Issues event: 906
Pull request event: 980
Pull request review comment event: 3386
Pull request review event: 3033
Push event: 4058
Release event: 16
Watch event: 30
Total: 15391

Last Year

Commit comment event: 101
Create event: 723
Delete event: 672
Fork event: 13
Issue comment event: 1473
Issues event: 906
Pull request event: 980
Pull request review comment event: 3386
Pull request review event: 3033
Push event: 4058
Release event: 16
Watch event: 30
Total: 15391

Committers metadata

Last synced: 5 days ago

Total Commits: 29,980
Total Committers: 594
Avg Commits per committer: 50.471
Development Distribution Score (DDS): 0.956

Commits in past year: 11,581
Committers in past year: 427
Avg Commits per committer in past year: 27.122
Development Distribution Score (DDS) in past year: 0.969

Name	Email	Commits
Raymond Kim	r**m@t**m	1305
Austin Ho	a**o@t**m	988
Bryan Wilder Field Lozano	b**o@t**m	781
Almeet Bhullar	a**r@t**m	529
Bill Teng	b**g@t**m	520
Filip Vranic	f**c@t**m	509
Akhmed Rakhmati	a**i@g**m	458
Andrew Fuller	a**r@t**m	431
Paul Keller	p**r@t**m	385
Aswin Zayasankaran	1****w	384
Brian Liu	b**u@t**m	359
VirdhatchaniKN	v**y@m**m	358
Yu Gao	1****T	343
Borys Bradel	1****T	331
William Ly	w**y@t**m	306
Nathan Sidwell	n**l@t**m	300
Pavle Josipović	p****c	296
Evan Smal	1****T	283
umadevimcw	u**i@m**m	275
David Popov	d**v@t**m	266
Nemanja Grujic	n**c@t**m	266
John Bauman	j**n@t**m	264
agrebenisan	a**n@t**m	261
Aditya Saigal	1****l	259
Abhinav Sarje	a**e@t**m	249
David Ma	d**a@t**m	248
Nigel Huang	n**g@t**m	243
Tenstorrent Github Bot	1****t	239
Sean Nijjar	s**r@g**m	239
Mo Memarian	m**n@t**m	235
and 564 more...

Issue and Pull Request metadata

Last synced: about 13 hours ago

Total issues: 9,249
Total pull requests: 16,585
Average time to close issues: 2 months
Average time to close pull requests: 11 days
Total issue authors: 518
Total pull request authors: 624
Average comments per issue: 1.62
Average comments per pull request: 0.98
Merged pull request: 10,211
Bot issues: 26
Bot pull requests: 52

Past year issues: 693
Past year pull requests: 3,259
Past year average time to close issues: 25 days
Past year average time to close pull requests: 12 days
Past year issue authors: 126
Past year pull request authors: 372
Past year average comments per issue: 2.59
Past year average comments per pull request: 2.28
Past year merged pull request: 2,350
Past year bot issues: 26
Past year bot pull requests: 38

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/tenstorrent/tt-metal

Top Issue Authors

tt-rkim (325)
bbradelTT (289)
SeanNijjar (279)
blozano-tt (234)
tenstorrent-github-bot (174)
ayerofieiev-tt (157)
pgkeller (155)
abhullar-tt (154)
cfjchu (153)
mo-tenstorrent (138)
KalaivaniMCW (135)
VirdhatchaniKN (131)
ejouretTT (128)
eyonland (113)
williamlyTT (113)

Top Pull Request Authors

blozano-tt (672)
tt-rkim (440)
afuller-TT (397)
tt-aho (341)
VirdhatchaniKN (277)
tt-asaigal (275)
Aswinmcw (258)
omilyutin-tt (246)
bbradelTT (245)
esmalTT (244)
nhuang-tt (237)
ayerofieiev-tt (232)
SeanNijjar (216)
pavlejosipovic (210)
williamlyTT (206)

Top Issue Labels

bug (2,505)
P1 (733)
feature (586)
infra-ci (537)
op_cat: eltwise (533)
P1_critical (501)
blackhole (439)
feature-request (397)
P2 (324)
MCW (316)
P2_should_have (312)
community (292)
P0 (250)
CNNs (222)
moreh (215)
CI auto triage (208)
LLK (188)
P0_Showstopper (188)
ci-bug (181)
op_cat: mm (173)
LLM_bug (163)
WH (158)
op_cat: TM (157)
ttnn-merge (151)
llama3 (148)
op_cat: conv2D (143)
ttnn (130)
op_cat: ccl (128)
LLMs on Metal (127)
Customer_Bug (126)

Top Pull Request Labels

fix (750)
pr-priority:p2 (724)
pr-risk:medium (711)
pr-complexity:low (695)
pr-complexity:medium (595)
feat (552)
pr-risk:low (463)
pr-priority:p1 (457)
test (410)
refactor (349)
CI (246)
perf (201)
moreh (183)
pr-risk:high (180)
stale (162)
build (129)
chore (121)
llk:test-infra (102)
bug (99)
pr-priority:p3 (96)
llk:blackhole (93)
llk-update (85)
llk:quasar (85)
automated (84)
pr-priority:p0 (77)
docs (75)
llk:wormhole (72)
pr-complexity:high (64)
LLMs on Metal (55)
P1_critical (47)

Package metadata

Total packages: 6
Total downloads:
- pypi: 2,622 last-month
Total dependent packages: 0 (may contain duplicates)
Total dependent repositories: 0 (may contain duplicates)
Total versions: 1,425
Total maintainers: 5

proxy.golang.org: github.com/tenstorrent/tt-metal

Homepage:
Documentation: https://pkg.go.dev/github.com/tenstorrent/tt-metal#section-documentation
Licenses: apache-2.0
Latest release: v0.81.1 (published 9 days ago)
Last Synced: 2026-10-31T05:37:20.198Z (1 day ago)
Versions: 1,337
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 4.789%
- Average: 4.95%
- Dependent repos count: 5.111%

pypi.org: ttnn-shutov

General compute framework for Tenstorrent devices | Provenance build: repackaged from tt-metal ttnn 0.62.0rc36.dev2504+gg8dfb324099 (Apache-2.0). Import package remains ttnn. Metal pin 8dfb324099a1bf6b8839cffd5740e22a4d621385. Published as 0.65.0.dev20251205 (metadata bump; binary from source 0.62.0rc36.dev2504+gg8dfb324099). Public indexes reject PEP 440 local versions (+g...); pin SHA is recorded here.

Homepage: http://www.tenstorrent.com
Documentation: https://docs.tenstorrent.com/tt-metal/latest/ttnn
Licenses: Apache-2.0
Latest release: 0.65.0.dev20251205 (published 3 months ago)
Last Synced: 2026-10-31T05:36:53.838Z (1 day ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 14 Last month
Rankings:
- Dependent packages count: 6.937%
- Average: 29.55%
- Dependent repos count: 39.246%
- Downloads: 42.468%
Maintainers (1)
- shutovilya

pypi.org: ttnn

General compute framework for Tenstorrent devices

Homepage: http://www.tenstorrent.com
Documentation: https://docs.tenstorrent.com/tt-metal/latest/ttnn
Licenses: Apache-2.0
Latest release: 0.81.1 (published 8 days ago)
Last Synced: 2026-10-31T05:36:54.511Z (1 day ago)
Versions: 83
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 2,608 Last month
Rankings:
- Dependent packages count: 8.944%
- Average: 29.672%
- Dependent repos count: 50.399%
Maintainers (1)
- blozano-tt

nixpkgs-unstable: python313Packages.ttnn

Python library and operator framework for Tenstorrent devices (TT-NN)

Homepage: https://github.com/tenstorrent/tt-metal
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/ttnn/default.nix#L85
Licenses: Apache-2.0
Latest release: 0.79.0 (published 17 days ago)
Last Synced: 2026-11-01T11:16:10.274Z (about 11 hours ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (3)

nixpkgs-unstable: tt-metal

TT-NN operator library, and TT-Metalium low level kernel programming model

Homepage: https://github.com/tenstorrent/tt-metal
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/by-name/tt/tt-metal/package.nix#L91
Licenses: Apache-2.0
Latest release: 0.62.2 (published 9 months ago)
Last Synced: 2026-04-11T03:00:21.095Z (7 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- RossComputerGuy

nixpkgs-unstable: python314Packages.ttnn

Python library and operator framework for Tenstorrent devices (TT-NN)

Homepage: https://github.com/tenstorrent/tt-metal
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/ttnn/default.nix#L85
Licenses: Apache-2.0
Latest release: 0.79.0 (published 17 days ago)
Last Synced: 2026-10-16T00:08:51.505Z (17 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- liberodark

Dependencies

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