edgeml
anansi
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edgeml
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Newbie Rustacean... I participated in a hackathon at work building demos for WASM/WASI, and I got my demo publicly featured today. It uses tract for an ML inference engine. Such an ace OSS project, and way before I learned of wasi-nn 💖
Yes, using tract, which is a pretty awesome project! Check that out. I just wrote this simplistic demo last year, to test the capabilities of a serverless compute platform — it's all compiled to WebAssembly, running on a server, no binary to download, subject to resource constraints etc (repo if you're curious). ML is not my focus at all, and next I explore it again, it will be in the context of wasi-nn.
anansi
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DiskANN Implementation in Rust + Easy NN Search
Hi! I have been noodling away at a re-implementation of the original C++ DiskANN project as well as packaging the latest advances in embedding generation. The rough repo is here and will remain licensed as Apache-2.0!
- PyTorch Primitives in WebGPU for the Browser
What are some alternatives?
tract - Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference
bionic-gpt - BionicGPT is an on-premise replacement for ChatGPT, offering the advantages of Generative AI while maintaining strict data confidentiality
chidori - A reactive runtime for building durable AI agents
bionicgpt - BionicGPT is an on-premise replacement for ChatGPT, offering the advantages of Generative AI while maintaining strict data confidentiality [Moved to: https://github.com/bionic-gpt/bionic-gpt]
DiskANN - Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search
requests-wasm-polyfill - Drop-in replacement for the requests library for wasm python
tfjs - A WebGL accelerated JavaScript library for training and deploying ML models.
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
potatogpt - Pure Typescript, dependency free, ridiculously slow implementation of GPT2 for educational purposes
assistants - Open AI Assistants (API + Front-end) Prototype
benchmark - TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.
llama.cpp - LLM inference in C/C++