Michele Resta's starred repositories
debloat-samsung-android
ADB commands to aggressively de-bloat Samsung Android Phones without root. Make Samsung One UI closer to stock Android.
composable-sft
A library for parameter-efficient and composable transfer learning for NLP with sparse fine-tunings.
lm-format-enforcer
Enforce the output format (JSON Schema, Regex etc) of a language model
the-story-of-heads
This is a repository with the code for the ACL 2019 paper "Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned" and the ACL 2021 paper "Analyzing Source and Target Contributions to NMT Predictions".
expand-via-lexicon-based-adaptation
Code for ACL 2022 paper "Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation"
teaching-app
Repository for TEACHING application startup and deployment. This can be taken as the main access point for the TEACHING plaform developed within the EU TEACHING 2020 project.
sentence-splitter
Text to sentence splitter using heuristic algorithm by Philipp Koehn and Josh Schroeder.
MT-Preparation
Machine Translation (MT) Preparation Scripts
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
deepsparse
Sparsity-aware deep learning inference runtime for CPUs
uBlock-Origin-dev-filter
Filters to block and remove copycat-websites from DuckDuckGo, Google and other search engines. Specific to dev websites like StackOverflow or GitHub.
scite-zotero-plugin
scite zotero plugin
process-arabic-text
Pre-process arabic text (remove diacritics, punctuations and repeating characters)
gourmet-models
Machine translation models released by the Gourmet project (https://gourmet-project.eu)
marian-mBART
Training harness to pretrain a mBART model using Marian