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Update README.md
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jafioti authored Mar 3, 2024
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- Mistral 7B and Llama 7B are implemented in `examples/`. See instructions above for running.
- We have a small library of NN modules in `nn`, including transformers.
- A signifigant amount of high-level ops are implemented in `hl_ops`. We are aiming to match the most used ~80% of the pytorch api.
- The aim for 0.3 is to achieve SOTA performance on an M1 pro (50 tok/s), and near SOTA on single nvidia gpus (>100 tok/s), as well as support many mainstream models (Whisper, Stable Diffusion, Yolo v9, etc.)
- The aim for 0.3 is to achieve SOTA performance on an M1 pro (50 tok/s), and near SOTA on single nvidia gpus (>100 tok/s), as well as support many mainstream models (Whisper, Stable Diffusion, Yolo v9, etc.) See the tracking issue [here](https://github.com/jafioti/luminal/issues/29)

Some things on the roadmap:
- Optimize cuda and metal matmul kernels
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