gamma
tch-rs
| gamma | tch-rs | |
|---|---|---|
| 8 | 37 | |
| 381 | 3,860 | |
| - | - | |
| 0.0 | 7.5 | |
| over 1 year ago | 2 days ago | |
| Rust | Rust | |
| GNU General Public License v3.0 or later | Apache License 2.0 |
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.
gamma
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Announcing dfdx - an deep learning library built with const generics
There's other differences in how nn layers are implemented if you compare the source of linear layers: https://github.com/coreylowman/dfdx/blob/main/src/nn/linear.rs vs https://github.com/c0dearm/mushin/blob/main/src/nn/layers/linear.rs
- Which areas in tech have the most job density using Rust?
- Mushin: Automatic Differentiation in the GPU with Rust
- Making a better Tensorflow thanks to strong typing
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Using const generics to build neural networks
https://github.com/c0dearm/gamma/pull/1 first pr :)
- What’s everyone working on this week (14/2021)?
tch-rs
- Tch-Rs
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Llama2.rs: One-file Rust implementation of Llama2
I wanted to do something like this but then I would miss on proper CUDA acceleration and lose performance compared to using torchlib.
I wrote a forgettable llama implementation for https://github.com/LaurentMazare/tch-rs (pytorch's torchlib rust binding).
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Playing Atari Games in OCaml
I first encountered OCaml's PyTorch bindings because apparently they generate a C wrapper around PyTorch's C++ API, and Rust's PyTorch bindings use OCaml's C wrapper. See: https://github.com/LaurentMazare/tch-rs
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llm: a Rust crate/CLI for CPU inference of LLMs, including LLaMA, GPT-NeoX, GPT-J and more
You could try looking at the min-GPT example of tch-rs. I'd also strongly suggest watching Karpathy's video to understand what's going on.
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Simply explained: How does GPT work?
If you pefer to see it in code there's a succint gpt implementation here https://github.com/LaurentMazare/tch-rs/blob/main/examples/m...
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Will I ever need python again if I learn rust other than for AI stuff?
Rust is fully compatible w/ C bindings, so even Python libraries written in C can be easily set up to work in Rust (and have been). For example, see PyTorch Rust bindings, which actually works faster than in Python because all of the glue code around the C++ API is in Rust instead of Python.
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A Rust client library for interacting with Microsoft Airsim https://github.com/Sollimann/airsim-client
Pytorch
- [D] HuggingFace in Julia or Rust ?
- This year I tried solving AoC using Rust, here are my impressions coming from Python!
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[Help Needed] Deployment of torchscript using rust
I have looked into this a bit and found some crates which help in loading torchscript models called tch-rs
What are some alternatives?
robusta - Easy interop between Rust and Java
onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Epic-Asset-Manager - A frontend to Assets purchased on Epic Games Store
candle - Minimalist ML framework for Rust
doc_panic_checker
cbindgen - A project for generating C bindings from Rust code
neurotic - The compile-time feedforward neural network library that no one asked for
wtpsplit - Code for Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation
python-compiler - A compiler for a subset of Python using LLVM
veloren - An open world, open source voxel RPG inspired by Dwarf Fortress and Cube World. This repository is a mirror. Please submit all PRs and issues on our GitLab page.
dfdx - Deep learning in Rust, with shape checked tensors and neural networks
rustlearn - Machine learning crate for Rust