thunlp / OpenPrompt
An Open-Source Framework for Prompt-Learning.
☆4,371Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for OpenPrompt
- Must-read papers on prompt-based tuning for pre-trained language models.☆4,092Updated last year
- Toolkit for creating, sharing and using natural language prompts.☆2,700Updated last year
- A plug-and-play library for parameter-efficient-tuning (Delta Tuning)☆998Updated 2 months ago
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆1,956Updated last year
- Instruction Tuning with GPT-4☆4,210Updated last year
- Aligning pretrained language models with instruction data generated by themselves.☆4,164Updated last year
- An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks☆1,985Updated last year
- ⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡☆2,934Updated 11 months ago
- We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tunin…☆2,619Updated 11 months ago
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,607Updated last year
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,426Updated last month
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,579Updated 3 months ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,502Updated 10 months ago
- GLM (General Language Model)☆3,199Updated last year
- GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)☆7,657Updated last year
- A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.☆923Updated 2 years ago
- TextBox 2.0 is a text generation library with pre-trained language models☆1,079Updated last year
- An open-source framework for training large multimodal models.☆3,750Updated 2 months ago
- Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)☆1,559Updated 8 months ago
- Prefix-Tuning: Optimizing Continuous Prompts for Generation☆896Updated 6 months ago
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆3,699Updated last month
- Official implementation for "Multimodal Chain-of-Thought Reasoning in Language Models" (stay tuned and more will be updated)☆3,812Updated 5 months ago
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,760Updated 8 months ago
- Tool Learning for Big Models, Open-Source Solutions of ChatGPT-Plugins☆2,898Updated 11 months ago
- Let ChatGPT teach your own chatbot in hours with a single GPU!☆3,169Updated 8 months ago
- Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models☆2,871Updated 4 months ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆16,471Updated this week
- Original Implementation of Prompt Tuning from Lester, et al, 2021☆657Updated 5 months ago
- Dense Passage Retriever - is a set of tools and models for open domain Q&A task.☆1,726Updated last year
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,624Updated last year