EgoAlpha / prompt-in-context-learning
Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.
☆1,561Updated 3 months ago
Alternatives and similar repositories for prompt-in-context-learning:
Users that are interested in prompt-in-context-learning are comparing it to the libraries listed below
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆2,028Updated last year
- The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".☆1,503Updated 9 months ago
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,617Updated last year
- ☆910Updated 10 months ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,699Updated 7 months ago
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆945Updated 3 months ago
- ☆894Updated 8 months ago
- Aligning Large Language Models with Human: A Survey☆726Updated last year
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,143Updated last year
- Toolkit for creating, sharing and using natural language prompts.☆2,804Updated last year
- A plug-and-play library for parameter-efficient-tuning (Delta Tuning)☆1,021Updated 6 months ago
- ⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡☆2,939Updated last year
- We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tunin…☆2,718Updated last year
- Tool Learning for Big Models, Open-Source Solutions of ChatGPT-Plugins☆2,776Updated last year
- 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 …☆1,001Updated 4 months ago
- Secrets of RLHF in Large Language Models Part I: PPO☆1,339Updated last year
- 🩹Editing large language models within 10 seconds⚡☆1,320Updated last year
- CIKM2023 Best Demo Paper Award. HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NL…☆387Updated last year
- Papers and Datasets on Instruction Tuning and Following. ✨✨✨☆486Updated 11 months ago
- Paper List for In-context Learning 🌷☆851Updated 5 months ago
- ☆1,228Updated 11 months ago
- An Open-Source Framework for Prompt-Learning.☆4,517Updated 8 months ago
- Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)☆1,781Updated last year
- [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.☆2,159Updated this week
- Instruction Tuning with GPT-4☆4,285Updated last year
- This repository contains a collection of papers and resources on Reasoning in Large Language Models.☆559Updated last year
- A curated, but incomplete, list of data-centric AI resources.☆1,094Updated 9 months ago
- [NIPS2023] RRHF & Wombat☆804Updated last year
- Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)☆2,652Updated 7 months ago
- An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks☆2,022Updated last year