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Compressed LLMs for Efficient Text Generation [ICLR'24 Workshop]
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
A library & tools to evaluate predictive language models.
📝 A text file containing 479k English words for all your dictionary/word-based projects e.g: auto-completion / autosuggestion
Rust libraries and programs focused on succinct data structures
Modern spell checking library - accurate, fast, multi-language
Tutorial for Porting PyTorch Transformer Models to Candle (Rust)
Typo Detector using Transformers ⚡. Demo (👇 )
This repository contains the official implementation of the research paper, "An Improved One millisecond Mobile Backbone".
C++ project structure with Google Test (gtest) example using CMake as build system.
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
Transformer related optimization, including BERT, GPT
Typing Assistant provides the ability to autocomplete words and suggests predictions for the next word. This makes typing faster, more intelligent and reduces effort.
NeuSpell: A Neural Spelling Correction Toolkit
Prune a model while finetuning or training.
Group Fisher Pruning for Practical Network Compression(ICML2021)
Jupyter notebooks for the Natural Language Processing with Transformers book
This repository contains the official implementation of the research paper, "FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization" ICCV 2023
Bolt is a deep learning library with high performance and heterogeneous flexibility.
Android Keyboard with 180+ dictionaries. Support swipe input (sliding input), Emoji keyboard, AI predictions, dictionaries downloading, and keyboard themes.
Universal LLM Deployment Engine with ML Compilation
A simple framework for mobile system design interviews