huggingface / olm-training
Repo for training MLMs, CLMs, or T5-type models on the OLM pretraining data, but it should work with any hugging face text dataset.
☆93Updated 2 years ago
Alternatives and similar repositories for olm-training:
Users that are interested in olm-training are comparing it to the libraries listed below
- ☆97Updated 2 years ago
- ☆72Updated last year
- ☆65Updated last year
- Our open source implementation of MiniLMv2 (https://aclanthology.org/2021.findings-acl.188)☆61Updated last year
- Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning☆30Updated 2 years ago
- SWIM-IR is a Synthetic Wikipedia-based Multilingual Information Retrieval training set with 28 million query-passage pairs spanning 33 la…☆48Updated last year
- Tutorial to pretrain & fine-tune a 🤗 Flax T5 model on a TPUv3-8 with GCP☆58Updated 2 years ago
- Pipeline for pulling and processing online language model pretraining data from the web☆177Updated last year
- Mr. TyDi is a multi-lingual benchmark dataset built on TyDi, covering eleven typologically diverse languages.☆75Updated 3 years ago
- ☆44Updated 4 months ago
- M2D2: A Massively Multi-domain Language Modeling Dataset (EMNLP 2022) by Machel Reid, Victor Zhong, Suchin Gururangan, Luke Zettlemoyer☆55Updated 2 years ago
- ☆38Updated 11 months ago
- Code for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.☆80Updated 7 months ago
- Exploring finetuning public checkpoints on filter 8K sequences on Pile☆115Updated 2 years ago
- QAmeleon introduces synthetic multilingual QA data using PaLM, a 540B large language model. This dataset was generated by prompt tuning P…☆34Updated last year
- Official repository with code and data accompanying the NAACL 2021 paper "Hurdles to Progress in Long-form Question Answering" (https://a…☆46Updated 2 years ago
- BLOOM+1: Adapting BLOOM model to support a new unseen language☆71Updated last year
- ☆54Updated 2 years ago
- Experiments with generating opensource language model assistants☆97Updated last year
- Tools for managing datasets for governance and training.☆85Updated 2 months ago
- Dense hybrid representations for text retrieval☆62Updated 2 years ago
- Shared code for training sentence embeddings with Flax / JAX☆27Updated 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
- [EMNLP'23] Official Code for "FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models"☆30Updated 5 months ago
- 🌏 Modular retrievers for zero-shot multilingual IR.☆27Updated last year
- Minimum Bayes Risk Decoding for Hugging Face Transformers☆57Updated 10 months ago
- A framework for few-shot evaluation of autoregressive language models.☆103Updated last year
- ☆75Updated 3 years ago
- No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval