konstantinjdobler / focusLinks
[EMNLP'23] Official Code for "FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models"
☆34Updated 3 months ago
Alternatives and similar repositories for focus
Users that are interested in focus are comparing it to the libraries listed below
Sorting:
- Code for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.☆84Updated last year
- Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning☆30Updated 2 years ago
- Repo for training MLMs, CLMs, or T5-type models on the OLM pretraining data, but it should work with any hugging face text dataset.☆95Updated 2 years ago
- ☆110Updated 9 months ago
- Code for Zero-Shot Tokenizer Transfer☆137Updated 8 months ago
- BLOOM+1: Adapting BLOOM model to support a new unseen language☆73Updated last year
- Minimum Bayes Risk Decoding for Hugging Face Transformers☆59Updated last year
- Tutorial to pretrain & fine-tune a 🤗 Flax T5 model on a TPUv3-8 with GCP☆58Updated 3 years ago
- ☆101Updated 2 years ago
- Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages -- ACL 2023☆104Updated last year
- ☆51Updated 2 years ago
- Official implementation of "GPT or BERT: why not both?"☆59Updated last month
- Trully flash implementation of DeBERTa disentangled attention mechanism.☆63Updated 2 weeks ago
- LTG-Bert☆33Updated last year
- Training and evaluation code for the paper "Headless Language Models: Learning without Predicting with Contrastive Weight Tying" (https:/…☆27Updated last year
- ☆65Updated 2 years ago
- Do Multilingual Language Models Think Better in English?☆42Updated 2 years ago
- Our open source implementation of MiniLMv2 (https://aclanthology.org/2021.findings-acl.188)☆61Updated 2 years ago
- Code for the paper "Getting the most out of your tokenizer for pre-training and domain adaptation"☆20Updated last year
- Load What You Need: Smaller Multilingual Transformers for Pytorch and TensorFlow 2.0.☆105Updated 3 years ago
- A fast implementation of T5/UL2 in PyTorch using Flash Attention☆107Updated 6 months ago
- ☆14Updated this week
- As good as new. How to successfully recycle English GPT-2 to make models for other languages (ACL Findings 2021)☆48Updated 4 years ago
- A Framework aims to wisely initialize unseen subword embeddings in PLMs for efficient large-scale continued pretraining☆18Updated last year
- NTREX -- News Test References for MT Evaluation☆85Updated last year
- Starbucks: Improved Training for 2D Matryoshka Embeddings☆21Updated 2 months ago
- Simple-to-use scoring function for arbitrarily tokenized texts.☆46Updated 7 months ago
- Official code and model checkpoints for our EMNLP 2022 paper "RankGen - Improving Text Generation with Large Ranking Models" (https://arx…☆138Updated 2 years ago
- Code for SaGe subword tokenizer (EACL 2023)☆26Updated 9 months ago
- Tools for managing datasets for governance and training.☆83Updated last month