malteos / clp-transferLinks
Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning
☆30Updated 3 years ago
Alternatives and similar repositories for clp-transfer
Users that are interested in clp-transfer 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.☆87Updated last year
- ☆65Updated 2 years ago
- [EMNLP'23] Official Code for "FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models"☆36Updated 7 months ago
- Minimum Bayes Risk Decoding for Hugging Face Transformers☆60Updated last year
- BLOOM+1: Adapting BLOOM model to support a new unseen language☆74Updated last year
- Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages -- ACL 2023☆107Updated last year
- Repo for training MLMs, CLMs, or T5-type models on the OLM pretraining data, but it should work with any hugging face text dataset.☆96Updated 2 years ago
- A software for transferring pre-trained English models to foreign languages☆19Updated 2 years ago
- Code for the paper "Getting the most out of your tokenizer for pre-training and domain adaptation"☆21Updated last year
- ☆102Updated 3 years ago
- ☆72Updated 2 years ago
- The official repository for Efficient Long-Text Understanding Using Short-Text Models (Ivgi et al., 2022) paper☆70Updated 2 years ago
- Research code for the paper "How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models"☆28Updated 4 years 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
- M2D2: A Massively Multi-domain Language Modeling Dataset (EMNLP 2022) by Machel Reid, Victor Zhong, Suchin Gururangan, Luke Zettlemoyer☆54Updated 3 years ago
- Pytorch Implementation of EncT5: Fine-tuning T5 Encoder for Non-autoregressive Tasks☆62Updated 4 years ago
- Long-context pretrained encoder-decoder models☆96Updated 3 years ago
- [TMLR'23] Contrastive Search Is What You Need For Neural Text Generation☆123Updated 2 years ago
- The original implementation of Min et al. "Nonparametric Masked Language Modeling" (paper https//arxiv.org/abs/2212.01349)☆158Updated 3 years ago
- A collection of datasets for language model pretraining including scripts for downloading, preprocesssing, and sampling.☆64Updated last year
- Code for Zero-Shot Tokenizer Transfer☆142Updated last year
- ☆52Updated 2 years ago
- Do Multilingual Language Models Think Better in English?☆42Updated 2 years ago
- Code for ACL 2022 paper "Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation"☆30Updated 3 years ago
- A library of translation-based text similarity measures☆25Updated 2 years ago
- Code and data for the paper "Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed?"☆26Updated 8 months ago
- A Multilingual Replicable Instruction-Following Model☆96Updated 2 years ago
- GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embeddings☆44Updated last year
- Vocabulary Trimming (VT) is a model compression technique, which reduces a multilingual LM vocabulary to a target language by deleting ir…☆61Updated last year
- Tools for evaluating the performance of MT metrics on data from recent WMT metrics shared tasks.☆125Updated 3 months ago