tt-metal

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

Score: 23.87395182301059

Last synced: about 20 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: 2026-08-08T03:08:27.000Z (6 days ago)
Last Synced: 2026-08-08T03:12:17.619Z (6 days ago)
Topics: accelerator, ai, cuda, deepseek, gpu, img-gen, kernels, llama, llm, metal, scale-out, stable-diffusion, tenstorrent, video-gen
Language: C++
Homepage: https://docs.tenstorrent.com/tt-metal/latest/ttnn/
Size: 2.69 GB
Stars: 1,618
Watchers: 21
Forks: 570
Open Issues: 5,954
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 Inc.
Login: tenstorrent
Email:
Kind: organization
Description:
Website: www.tenstorrent.com
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/64161552?v=4
Repositories: 31
Last Synced at: 2024-04-22T10:10:24.418Z
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: 2 days ago

Total Commits: 29,843
Total Committers: 589
Avg Commits per committer: 50.667
Development Distribution Score (DDS): 0.956

Commits in past year: 11,624
Committers in past year: 427
Avg Commits per committer in past year: 27.222
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	528
Bill Teng	b**g@t**m	520
Filip Vranic	f**c@t**m	507
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	383
Brian Liu	b**u@t**m	359
VirdhatchaniKN	v**y@m**m	356
Yu Gao	1****T	343
Borys Bradel	1****T	331
William Ly	w**y@t**m	306
Nathan Sidwell	n**l@t**m	297
Pavle Josipović	p****c	294
Evan Smal	1****T	283
umadevimcw	u**i@m**m	275
Nemanja Grujic	n**c@t**m	266
David Popov	d**v@t**m	264
John Bauman	j**n@t**m	263
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 559 more...

Issue and Pull Request metadata

Last synced: about 21 hours ago

Total issues: 8,601
Total pull requests: 13,526
Average time to close issues: 2 months
Average time to close pull requests: 12 days
Total issue authors: 452
Total pull request authors: 454
Average comments per issue: 1.53
Average comments per pull request: 0.7
Merged pull request: 7,881
Bot issues: 2
Bot pull requests: 18

Past year issues: 893
Past year pull requests: 1,523
Past year average time to close issues: 10 days
Past year average time to close pull requests: 27 days
Past year issue authors: 203
Past year pull request authors: 257
Past year average comments per issue: 0.74
Past year average comments per pull request: 1.03
Past year merged pull request: 669
Past year bot issues: 2
Past year bot pull requests: 8

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

Top Issue Authors

tt-rkim (325)
SeanNijjar (277)
bbradelTT (267)
blozano-tt (224)
pgkeller (155)
abhullar-tt (153)
cfjchu (153)
ayerofieiev-tt (149)
mo-tenstorrent (138)
KalaivaniMCW (133)
ejouretTT (128)
VirdhatchaniKN (128)
williamlyTT (113)
eyonland (113)
mywoodstock (111)

Top Pull Request Authors

blozano-tt (564)
tt-rkim (434)
afuller-TT (392)
tt-aho (298)
tt-asaigal (262)
VirdhatchaniKN (255)
omilyutin-tt (247)
Aswinmcw (221)
esmalTT (218)
nhuang-tt (211)
ayerofieiev-tt (202)
SeanNijjar (191)
cfjchu (191)
abhullar-tt (182)
TT-billteng (181)

Top Issue Labels

bug (2,393)
P1 (733)
feature (577)
infra-ci (534)
P1_critical (501)
op_cat: eltwise (492)
blackhole (428)
feature-request (395)
P2 (324)
P2_should_have (312)
MCW (274)
P0 (250)
CNNs (222)
moreh (211)
community (205)
P0_Showstopper (188)
ci-bug (172)
LLK (170)
LLM_bug (163)
WH (156)
op_cat: mm (154)
ttnn-merge (151)
llama3 (148)
op_cat: conv2D (143)
op_cat: TM (142)
op_cat: ccl (128)
ttnn (128)
LLMs on Metal (126)
Customer_Bug (124)
LLM_feature (120)

Top Pull Request Labels

moreh (183)
stale (85)
bug (81)
llk-update (66)
automated (66)
LLMs on Metal (55)
P1_critical (48)
cleanup (41)
mamba (41)
LLM_feature (35)
llama3 (32)
infra-ci (31)
feature-request (31)
refactor (27)
op_cat: eltwise (26)
fix (25)
MCW (24)
feature (22)
community (21)
arch_name (20)
blackhole (18)
op_cat: ccl (18)
P2 (18)
P1 (18)
docs (17)
TT-train (17)
feat (16)
llama2-70b (15)
kernels (15)
ttnn-merge (14)

Package metadata

Total packages: 4
Total downloads:
- pypi: 5,233 last-month
Total dependent packages: 0 (may contain duplicates)
Total dependent repositories: 0 (may contain duplicates)
Total versions: 673
Total maintainers: 3

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: v0.76.0 (published 7 days ago)
Last Synced: 2026-08-12T00:10:15.959Z (2 days ago)
Versions: 600
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 18 days ago)
Last Synced: 2026-08-12T00:07:19.494Z (2 days ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 73 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: 0.75.0 (published 14 days ago)
Last Synced: 2026-08-12T00:07:24.956Z (2 days ago)
Versions: 70
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 5,160 Last month
Rankings:
- Dependent packages count: 8.944%
- Average: 29.672%
- Dependent repos count: 50.399%
Maintainers (1)
- blozano-tt

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 7 months ago)
Last Synced: 2026-04-11T03:00:21.095Z (4 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

Dependencies

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ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Summary