tenstorrent/tt-metal
:metal: TT-NN operator library, and TT-Metalium low level kernel programming model.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
5 releases in the last 90 days, the latest today, with 379 contributors on GitHub.
Gained 32% fewer stars in the last 90 days than in the 90 days before.
Use Cases & Benefits
- Provides a Python and C++ neural network operator library and a low-level kernel programming model for Tenstorrent hardware.
- Enables optimized kernel development and high-performance neural network operations tailored for Tenstorrent accelerators.
- Use for developing and optimizing deep learning models on Tenstorrent GPU architectures with TT-NN operators.
- Use for programming custom compute kernels and data movement operations using the TT-Metalium low-level model.
- Use for benchmarking and improving performance of large language models and vision transformers on specialized hardware.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Apache 2.0
Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
TT-NN is a Python & C++ Neural Network OP library.
The Models team is focused on developing the following models to a customer-ready state. Ongoing work includes optimizations for performance, accuracy, and compatibility. Follow each model link for more details.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
797+247
Open issues
7.2K+1.4K
Compared with peers in AI
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
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| thedotmack/claude-mem | 113.6K | +8.8K | 35 | today |
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| calesthio/OpenMontage | 77.2K | +4.2K | 40 | — |
| heygen-com/hyperframes | 79.6K | +4.1K | 45 | today |
| tenstorrent/tt-metal | 1.7K | — | 45 | today |
| Category median | 98.1K | +5.2K | 45 | — |
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