huggingface / tflite-android-transformersLinks
DistilBERT / GPT-2 for on-device inference thanks to TensorFlow Lite with Android demo apps
β418Updated 2 years ago
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 2 years ago
- TFLite Support is a toolkit that helps users to develop ML and deploy TFLite models onto mobile / ioT devices.β433Updated 3 weeks ago
- Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.β256Updated 3 years ago
- Project tracking of the "Mobile ML Working Group", for the End-to-End TensorFlow Lite tutorials.β136Updated 4 years ago
- Interactive Neural Machine Translation-lite (INMT-lite) is a framework to train and develop lite versions (.tflite) of models for neural β¦β50Updated last month
- β‘ boost inference speed of T5 models by 5x & reduce the model size by 3x.β589Updated 2 years ago
- State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).β85Updated 2 years ago
- Repository for the paper "Optimal Subarchitecture Extraction for BERT"β470Updated 3 years ago
- OpenAI GPT2 pre-training and sequence prediction implementation in Tensorflow 2.0β262Updated 2 years ago
- How to create Selfie2Anime from tflite model to Android.β78Updated 4 years ago
- A background stylizer Android app chaining 2 ML models: segmentation & style transfer.β58Updated 5 years ago
- Accelerated NLP pipelines for fast inference on CPU. Built with Transformers and ONNX runtime.β127Updated 5 years ago
- FastFormers - highly efficient transformer models for NLUβ709Updated 10 months ago
- An awesome list of TensorFlow Lite models, samples, tutorials, tools and learning resources.β1,357Updated 3 years ago
- xfspell β the Transformer Spell Checkerβ189Updated 5 years ago
- A package for fine-tuning Transformers with TPUs, written in Tensorflow2.0+β37Updated 4 years ago
- A search engine for ParlAI's BlenderBot project (and probably other ones as well)β130Updated 4 years ago
- PyTorch to TensorFlow Lite converterβ183Updated last year
- Transformer language model (GPT-2) with sentencepiece tokenizerβ164Updated 4 years ago
- Examples for using ONNX Runtime for model training.β361Updated last year
- Load GPT-2 checkpoint and generate textsβ127Updated 4 years ago
- 3X speedup over Appleβs TensorFlow plugin by using Apache TVM on M1β137Updated 3 years ago
- This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.β173Updated 3 years ago
- An open clone of the GPT-2 WebText dataset by OpenAI. Still WIP.β392Updated last year
- Punctuation restoration and spell correction experiments.β252Updated 4 years ago
- This repository is to create tflite models for the available ocr modelsβ109Updated 5 years ago
- code and supplementary materials for a series of Medium articles about the BERT modelβ77Updated 2 years ago
- Compares the DistilBERT and MobileBERT architectures for mobile deployments.β33Updated 5 years ago
- β533Updated last year
- A minimal TF2 re-implementation of the OpenAI GPT trainingβ58Updated 4 years ago