huggingface / tflite-android-transformersLinks
DistilBERT / GPT-2 for on-device inference thanks to TensorFlow Lite with Android demo apps
β410Updated last year
Alternatives and similar repositories for tflite-android-transformers
Users that are interested in tflite-android-transformers are comparing it to the libraries listed below
Sorting:
- π² Transformers android examples (Tensorflow Lite & Pytorch Mobile)β83Updated last year
- State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).β85Updated 2 years ago
- Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.β253Updated 2 years ago
- An awesome list of TensorFlow Lite models, samples, tutorials, tools and learning resources.β1,300Updated 3 years ago
- TFLite Support is a toolkit that helps users to develop ML and deploy TFLite models onto mobile / ioT devices.β405Updated last month
- β‘ boost inference speed of T5 models by 5x & reduce the model size by 3x.β578Updated 2 years ago
- Interactive Neural Machine Translation-lite (INMT-lite) is a framework to train and develop lite versions (.tflite) of models for neural β¦β47Updated last year
- FastFormers - highly efficient transformer models for NLUβ705Updated 2 months ago
- This repository is to create tflite models for the available ocr modelsβ104Updated 4 years ago
- This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.β170Updated 2 years ago
- Question Answering using Albert and Electraβ206Updated last year
- Accelerated NLP pipelines for fast inference on CPU. Built with Transformers and ONNX runtime.β126Updated 4 years ago
- An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/pβ¦β433Updated 2 years ago
- Repository for the paper "Optimal Subarchitecture Extraction for BERT"β472Updated 2 years ago
- Project tracking of the "Mobile ML Working Group", for the End-to-End TensorFlow Lite tutorials.β135Updated 3 years ago
- OpenAI GPT2 pre-training and sequence prediction implementation in Tensorflow 2.0β262Updated 2 years ago
- Examples for using ONNX Runtime for model training.β338Updated 7 months ago
- xfspell β the Transformer Spell Checkerβ190Updated 4 years ago
- A background stylizer Android app chaining 2 ML models: segmentation & style transfer.β58Updated 4 years ago
- How to create Selfie2Anime from tflite model to Android.β76Updated 4 years ago
- Load GPT-2 checkpoint and generate textsβ127Updated 3 years ago
- EMNLP 2020: "Dialogue Response Ranking Training with Large-Scale Human Feedback Data"β340Updated 6 months ago
- Transformer language model (GPT-2) with sentencepiece tokenizerβ164Updated 4 years ago
- MNIST with TensorFlow Lite on Androidβ226Updated 4 years ago
- GPU Accelerated TensorFlow Lite applications on Android NDK. Higher accuracy face detection, Age and gender estimation, Human pose estimaβ¦β162Updated 4 years ago
- A package for fine-tuning Transformers with TPUs, written in Tensorflow2.0+β37Updated 4 years ago
- β411Updated last year
- Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeβ¦β436Updated last year
- The code to reproduce results from paper "MultiFiT: Efficient Multi-lingual Language Model Fine-tuning" https://arxiv.org/abs/1909.04761β283Updated 4 years ago
- Parallelformers: An Efficient Model Parallelization Toolkit for Deploymentβ787Updated 2 years ago