UIC-Liu-Lab / ContinualLMLinks
An Extensible Continual Learning Framework Focused on Language Models (LMs)
☆290Updated last year
Alternatives and similar repositories for ContinualLM
Users that are interested in ContinualLM are comparing it to the libraries listed below
Sorting:
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆318Updated last year
- A Survey on Data Selection for Language Models☆252Updated 7 months ago
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆524Updated 10 months ago
- Must-read Papers on Large Language Model (LLM) Continual Learning☆148Updated 2 years ago
- ☆272Updated 2 years ago
- Code and data for "Lost in the Middle: How Language Models Use Long Contexts"☆365Updated last year
- DSIR large-scale data selection framework for language model training☆266Updated last year
- [EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning☆250Updated 2 years ago
- Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`☆203Updated 3 months ago
- contrastive decoding☆204Updated 3 years ago
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆659Updated last year
- ☆198Updated last year
- Datasets for Instruction Tuning of Large Language Models☆259Updated 2 years ago
- ☆294Updated last year
- Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets☆347Updated last year
- Code for STaR: Bootstrapping Reasoning With Reasoning (NeurIPS 2022)☆218Updated 2 years ago
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆405Updated last year
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆123Updated last year
- Code implementation of synthetic continued pretraining☆142Updated 10 months ago
- Generative Judge for Evaluating Alignment☆248Updated last year
- Code for In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering☆193Updated 9 months ago
- A curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval.☆384Updated 2 years ago
- Data and Code for Program of Thoughts [TMLR 2023]☆292Updated last year
- A Survey of Attributions for Large Language Models☆220Updated last year
- This repository provides an original implementation of Detecting Pretraining Data from Large Language Models by *Weijia Shi, *Anirudh Aji…☆234Updated 2 years ago
- ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings - NeurIPS 2023 (oral)☆264Updated last year
- PASTA: Post-hoc Attention Steering for LLMs☆129Updated last year
- This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.☆552Updated last year
- Inference-Time Intervention: Eliciting Truthful Answers from a Language Model☆556Updated 10 months ago
- Learning to Compress Prompts with Gist Tokens - https://arxiv.org/abs/2304.08467☆300Updated 9 months ago