richard
Richard is gaining power (by robjinman)
hidet
An open-source efficient deep learning framework/compiler, written in python. (by hidet-org)
| richard | hidet | |
|---|---|---|
| 1 | 3 | |
| 162 | 623 | |
| - | 2.4% | |
| 9.3 | 8.8 | |
| 24 days ago | 5 days ago | |
| C++ | Python | |
| GNU General Public License v3.0 only | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
richard
Posts with mentions or reviews of richard.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-04-08.
hidet
Posts with mentions or reviews of hidet.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-04-08.
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karpathy/llm.c
Check out Hidet [1]. Not as well funded, but delivers Python based ML acceleration with GPU support (unlike Mojo).
[1] https://github.com/hidet-org/hidet
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A PyTorch Approach to ML Infrastructure
Thanks for your comment ! Current focus of optimizations is for Nvidia GPUs but others are in the works. Hidet comes with Hidet.Script which abstracts some of the CUDA struggles and may make the ML optimizations efforts easier to implement. It is still evolving so documentation is limited but here are some examples: https://github.com/hidet-org/hidet/tree/main/python/hidet/gr...
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Hidet: A Deep Learning Compiler for Efficient Model Serving
Hey @bructhemoose2 can you file an issue, we will try to fix it ASAP: https://github.com/hidet-org/hidet/issues
What are some alternatives?
When comparing richard and hidet you can also consider the following projects:
candle - Minimalist ML framework for Rust
ColossalAI - Making large AI models cheaper, faster and more accessible
llm.f90 - LLM inference in Fortran
DeepSpeed - DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
llm.c - LLM training in simple, raw C/CUDA
Time-LLM - [ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"