AGI-Edgerunners / LLM-Adapters
Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"
☆1,079Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for LLM-Adapters
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆756Updated last year
- [NIPS2023] RRHF & Wombat☆798Updated last year
- Papers and Datasets on Instruction Tuning and Following. ✨✨✨☆459Updated 7 months ago
- ☆891Updated 5 months ago
- Aligning Large Language Models with Human: A Survey☆700Updated last year
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆897Updated last week
- A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)☆1,080Updated 10 months ago
- Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large …☆941Updated 2 months ago
- Paper List for In-context Learning 🌷☆818Updated last month
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,607Updated last year
- The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".☆1,439Updated 5 months ago
- This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.☆528Updated 8 months ago
- OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.☆541Updated last year
- LOMO: LOw-Memory Optimization☆979Updated 4 months ago
- MOSS-RLHF☆1,292Updated 8 months ago
- ☆1,271Updated this week
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆594Updated 3 months ago
- ☆875Updated 3 months ago
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆883Updated 4 months ago
- Expanding natural instructions☆959Updated 11 months ago
- Reference implementation for DPO (Direct Preference Optimization)☆2,188Updated 3 months ago
- ☆708Updated 5 months ago
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆744Updated this week
- A plug-and-play library for parameter-efficient-tuning (Delta Tuning)☆998Updated 2 months ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,579Updated 3 months ago
- A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.☆782Updated 4 months ago
- [ACL 2024] LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding☆671Updated 2 months ago
- [ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the dive…☆886Updated 3 weeks ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆498Updated 6 months ago
- Measuring Massive Multitask Language Understanding | ICLR 2021☆1,216Updated last year