benchmark
anansi
benchmark | anansi | |
---|---|---|
3 | 2 | |
789 | 48 | |
3.3% | - | |
9.8 | 4.9 | |
6 days ago | 12 months ago | |
Python | Rust | |
BSD 3-clause "New" or "Revised" License | 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.
benchmark
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PyTorch Primitives in WebGPU for the Browser
>What's a fair benchmark?
the absolute golden benchmarks are https://github.com/pytorch/benchmark
- [R] AMD Instinct MI25 | Machine Learning Setup on the Cheap!
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[R] PyTorch | Budget GPU Benchmarking
TorchBench (https://github.com/pytorch/benchmark) is used by PyTorch core developers to test performance across a wide variety of models. I've never used it personally though.
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?
llama.cpp - LLM inference in C/C++
bionic-gpt - BionicGPT is an on-premise replacement for ChatGPT, offering the advantages of Generative AI while maintaining strict data confidentiality
wonnx - A WebGPU-accelerated ONNX inference run-time written 100% in Rust, ready for native and the web
chidori - A reactive runtime for building durable AI agents
potatogpt - Pure Typescript, dependency free, ridiculously slow implementation of GPT2 for educational purposes
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]
opov - Operator Overloading for Typescript with Tagged Template Literals
DiskANN - Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search
shumai - Fast Differentiable Tensor Library in JavaScript and TypeScript with Bun + Flashlight
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.