cambridgeltl / composable-sftLinks
A library for parameter-efficient and composable transfer learning for NLP with sparse fine-tunings.
☆73Updated 10 months ago
Alternatives and similar repositories for composable-sft
Users that are interested in composable-sft are comparing it to the libraries listed below
Sorting:
- This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”☆85Updated 3 years ago
- DEMix Layers for Modular Language Modeling☆53Updated 3 years ago
- Code for Editing Factual Knowledge in Language Models☆138Updated 3 years ago
- ☆34Updated 3 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.☆93Updated 2 years ago
- M2D2: A Massively Multi-domain Language Modeling Dataset (EMNLP 2022) by Machel Reid, Victor Zhong, Suchin Gururangan, Luke Zettlemoyer☆54Updated 2 years ago
- The official implemetation of "Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks" (NAACL 2022).☆43Updated 2 years ago
- This repository contains the dataset and code for "WiCE: Real-World Entailment for Claims in Wikipedia" in EMNLP 2023.☆41Updated last year
- BLOOM+1: Adapting BLOOM model to support a new unseen language☆72Updated last year
- ☆48Updated last year
- This is the official implementation of NeurIPS 2021 "One Question Answering Model for Many Languages with Cross-lingual Dense Passage Ret…☆71Updated 3 years ago
- Code for ACL 2022 paper "Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation"☆30Updated 3 years ago
- Pytorch implementation of paper "Efficient Nearest Neighbor Language Models" (EMNLP 2021)☆73Updated 3 years ago
- ☆85Updated last year
- Code for paper "CrossFit : A Few-shot Learning Challenge for Cross-task Generalization in NLP" (https://arxiv.org/abs/2104.08835)☆111Updated 3 years ago
- Benchmark API for Multidomain Language Modeling☆24Updated 2 years ago
- A Multilingual Replicable Instruction-Following Model☆93Updated 2 years ago
- ☆54Updated 2 years ago
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆38Updated 2 years ago
- 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
- Interpreting Language Models with Contrastive Explanations (EMNLP 2022 Best Paper Honorable Mention)☆62Updated 3 years ago
- PyTorch reimplementation of REALM and ORQA☆22Updated 3 years ago
- ☆44Updated last year
- EMNLP 2021 - Frustratingly Simple Pretraining Alternatives to Masked Language Modeling☆31Updated 3 years ago
- [ICML 2023] Exploring the Benefits of Training Expert Language Models over Instruction Tuning☆98Updated 2 years ago
- Query-focused summarization data☆41Updated 2 years ago
- Code and datasets for the EMNLP 2020 paper "Calibration of Pre-trained Transformers"☆60Updated 2 years ago
- Detect hallucinated tokens for conditional sequence generation.☆64Updated 3 years ago
- Research code for "What to Pre-Train on? Efficient Intermediate Task Selection", EMNLP 2021☆35Updated 3 years ago
- Train Dense Passage Retriever (DPR) with a single GPU☆133Updated 4 years ago