gsarti / t5-flax-gcp
Tutorial to pretrain & fine-tune a 🤗 Flax T5 model on a TPUv3-8 with GCP
☆58Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for t5-flax-gcp
- Repo for training MLMs, CLMs, or T5-type models on the OLM pretraining data, but it should work with any hugging face text dataset.☆92Updated last year
- As good as new. How to successfully recycle English GPT-2 to make models for other languages (ACL Findings 2021)☆46Updated 3 years ago
- ☆73Updated 3 years ago
- Experiments with generating opensource language model assistants☆97Updated last year
- ☆16Updated last year
- Implementation of Marge, Pre-training via Paraphrasing, in Pytorch☆75Updated 3 years ago
- Research code for the paper "How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models"☆26Updated 3 years ago
- BLOOM+1: Adapting BLOOM model to support a new unseen language☆70Updated 8 months ago
- Training and evaluation code for the paper "Headless Language Models: Learning without Predicting with Contrastive Weight Tying" (https:/…☆23Updated 7 months ago
- Code for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.☆75Updated 2 months ago
- A package for fine-tuning Transformers with TPUs, written in Tensorflow2.0+☆37Updated 3 years ago
- ☆95Updated last year
- Implementation of the GBST block from the Charformer paper, in Pytorch☆117Updated 3 years ago
- ☆21Updated 3 years ago
- Official code and model checkpoints for our EMNLP 2022 paper "RankGen - Improving Text Generation with Large Ranking Models" (https://arx…☆136Updated last year
- Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning☆29Updated last year
- Embedding Recycling for Language models☆38Updated last year
- [EMNLP'23] Official Code for "FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models"☆29Updated last month
- Training T5 to perform numerical reasoning.☆23Updated 3 years ago
- Our open source implementation of MiniLMv2 (https://aclanthology.org/2021.findings-acl.188)☆60Updated last year
- Minimum Bayes Risk Decoding for Hugging Face Transformers☆56Updated 5 months ago
- Load What You Need: Smaller Multilingual Transformers for Pytorch and TensorFlow 2.0.☆101Updated 2 years ago
- M2D2: A Massively Multi-domain Language Modeling Dataset (EMNLP 2022) by Machel Reid, Victor Zhong, Suchin Gururangan, Luke Zettlemoyer☆55Updated 2 years ago
- This repositary hosts my experiments for the project, I did with OffNote Labs.☆11Updated 3 years ago
- Code and Data for Evaluation WG☆41Updated 2 years ago
- ☆46Updated 2 years ago
- Implementation of the paper 'Sentence Bottleneck Autoencoders from Transformer Language Models'☆17Updated 2 years ago
- LTG-Bert☆29Updated 10 months ago
- ☆46Updated last week
- Code & data for EMNLP 2020 paper "MOCHA: A Dataset for Training and Evaluating Reading Comprehension Metrics".☆16Updated 2 years ago