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46 search results found

Tree Of Thoughts ⭐ 3,798

Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%

Awesome Prompt Engineering ⭐ 2,780

This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc

Yival ⭐ 2,307

Your Automatic Prompt Engineering Assistant for GenAI Applications

Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

Prompt Tuning ⭐ 580

Original Implementation of Prompt Tuning from Lester, et al, 2021

Promptkg ⭐ 561

PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.

P Tuning ⭐ 528

A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.

Billygpt ⭐ 444

可自动优化提示、免费开源、全平台傻瓜式 ChatGPT 本地客户端，支持断点续聊、修改历史对话、本地聊天记录存储导入导出、添加自己的 apikey

Memprompt ⭐ 220

A method to fix GPT-3 after deployment with user feedback, without re-training.

Step_into_llm ⭐ 211

MindSpore online courses: Step into LLM

Open-vocabulary Semantic Segmentation

Knowprompt ⭐ 166

Code and datasets for the WWW2022 paper "KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction."

Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks

Prompt Align ⭐ 87

[ICCV23] Prompt-aligned Gradient for Prompt Tuning

Prompt Transferability ⭐ 79

On Transferability of Prompt Tuning for Natural Language Processing

Code for the ICLR2022 paper "Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners"

Vl_adapter ⭐ 75

PyTorch code for "VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks" (CVPR2022)

Blackvip ⭐ 65

Official implementation for CVPR'23 paper "BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning"

[ECCV 2022] Official Pytorch Implementation of the paper : " Zero-Shot Temporal Action Detection via Vision-Language Prompting "

Powerfulpromptft ⭐ 59

[NeurIPS 2023 Main Track] This is the repository for the paper titled "Don’t Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner"

Dst As Prompting ⭐ 52

Source code for Dialogue State Tracking with a Language Modelusing Schema-Driven Prompting

Panelgpt ⭐ 51

We introduce new zero-shot prompting magic words that improves the reasoning ability of language models: panel discussion!

Decomposedprompttuning ⭐ 48

This is the repository for the paper titled "DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning"

LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition

Menghini Neurips23 Code ⭐ 31

Exploring prompt tuning with pseudolabels for multiple modalities, learning settings, and training strategies.

Prompt Tuning ⭐ 26

A pipeline for Prompt-tuning

Distribution-Aware Prompt Tuning for Vision-Language Models (ICCV 2023)

[ICCV 2023 Oral, Best Paper Finalist] ITI-GEN: Inclusive Text-to-Image Generation

[ICCV 2023] (oral) This is the official repository for our paper: ''Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning''.

[KDD22] Official PyTorch implementation for "Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning".

Discriminator Cooperative Unlikelihood Prompt Tuning ⭐ 21

The code implementation of the EMNLP2022 paper: DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation

Mtj Softtuner ⭐ 18

Create soft prompts for fairseq 13B dense, GPT-J-6B and GPT-Neo-2.7B for free in a Google Colab TPU instance

Doprompt ⭐ 17

Official implementation of PCS in essay "Prompt Vision Transformer for Domain Generalization"

Prompt Hyperopt ⭐ 15

Improve prompts for e.g. GPT3 and GPT-J using templates and hyperparameter optimization.

Open-vocabulary Semantic Segmentation

[Findings of EMNLP 2022] Code of paper Generative Prompt Tuning for Relation Classification. https://arxiv.org/abs/2210.12435

Code for the paper, DPTDR: Deep Prompt Tuning for Dense Passage Retrieval

Official implementation of our EMNLP 2022 paper "CPL: Counterfactual Prompt Learning for Vision and Language Models"

Official PyTorch implementation for Make Prompts Adaptable : Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior [AAAI 2024]

Petl_ast ⭐ 12

This is the official repository of the paper "Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers".

Ratemyai ⭐ 12

Prompt Engineering Tool for AI Models with cli prompt or api usage

Residualprompts ⭐ 11

Residual Prompt Tuning: a method for faster and better prompt tuning.

Code for the paper: Modular Retrieval for Generalization and Interpretation.

Prompt Generator ⭐ 6

Use this project to create your own random prompts for Stable Diffusion! Besides, you'll be able to add your own adjectives, objects and styles in the code.

Domain Robustness Prompt Tuning ⭐ 6

Implementation of the report: on the domain robustness of prefix and prompt tuning

Llm Prompt Testing ⭐ 5

Prompt Testing framework for LLMs (specifically OpenAI models). Compute NLP and Responsible AI metrics for each model-generated answer.

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