prompt-learning

There are 33 repositories under prompt-learning topic.

thunlp / OpenPrompt
An Open-Source Framework for Prompt-Learning.
ai deep-learning natural-language-processing natural-language-understanding nlp nlp-library nlp-machine-learning pre-trained-language-models pre-trained-model prompt prompt-based-tuning prompt-learning prompt-toolkit prompts pytorch transformer
Language:Python 4362
kyegomez / tree-of-thoughts
Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%
artificial-intelligence chatgpt deep-learning gpt4 multimodal prompt prompt-engineering prompt-learning prompt-tuning
Language:Python 4341
thunlp / PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.
ai bert machine-learning nlp pre-trained-language-models prompt prompt-based prompt-learning prompt-toolkit
4085
promptslab / Awesome-Prompt-Engineering
This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc
chatgpt chatgpt-api deep-learning few-shot-learning gpt gpt-3 machine-learning openai prompt prompt-based-learning prompt-engineering prompt-generator prompt-learning prompt-toolkit prompt-tuning promptengineering text-to-image text-to-speech text-to-video
Language:Python 3867
Timothyxxx / Chain-of-ThoughtsPapers
A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".
chain-of-thought codex gpt-3 in-context-learning large-language-models palm prompt-learning
1954
LearnPrompt / LearnPrompt
永久免费开源的 AIGC 课程, 目前已支持Prompt Engineering, ChatGPT, Midjourney, Runway, Stable Diffusion, AI数字人，AI声音&音乐，开源大模型
agent aimusic aivoice chatgpt-app digital-human gpt-35-turbo gpt4 gpts llms-book midjourney-app prompt prompt-enginering prompt-learning retrieval-augmented-generation stable-diffusion
Language:JavaScript 1901
KaiyangZhou / CoOp
Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)
foundation-models multimodal-learning prompt-learning
Language:Python 1767
GitHubDaily / ChatGPT-Prompt-Engineering-for-Developers-in-Chinese
《面向开发者的 ChatGPT 提示词工程》非官方版中英双语字幕 Unofficial subtitles of "ChatGPT Prompt Engineering for Developers"
chatgpt chinese-translation prompt-engineering prompt-learning subtitles
Language:Jupyter Notebook 1704
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.
chain-of-thought chatbot chatgpt chatgpt-api cot in-context-learning language-modeling language-understanding large-language-model llm pre-training prompt prompt-based-learning prompt-design prompt-engineering prompt-learning prompt-toolkit prompt-tuning
Language:Jupyter Notebook 1512
langgptai / awesome-claude-prompts
This repo includes Claude prompt curation to use Claude better.
anthropic anthropic-claude chatgpt chatgpt-4 chatgpt3 claude claude-ai openai openai-chatgpt prompt prompt-learning prompt-toolkit prompts awesome-claude awesome-claude-prompts awesome-prompts
1223
timqian / openprompt.co
Create. Use. Share. ChatGPT prompts
chatgpt prompt prompt-engineering prompt-learning
Language:JavaScript 1175
snwfdhmp / awesome-gpt-prompt-engineering
A curated list of awesome resources, tools, and other shiny things for LLM prompt engineering.
awesome awesome-list awesome-lists awesome-readme awesome-resources chatgpt gpt gpt-3 gpt-35-turbo gpt-4 large-language-models llm openai prompt prompt-engineering prompt-generator prompt-learning prompts resources
Language:Python 1030
ttengwang / Awesome_Prompting_Papers_in_Computer_Vision
A curated list of prompt-based paper in computer vision and vision-language learning.
adapter few-shot-learning parameter-efficient-tuning prompt-learning prompt-tuning visual-prompt zero-shot-learning
893
SinclairCoder / Instruction-Tuning-Papers
Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
cross-task-generalization generalization instruction instruction-following large-language-models multi-task-learning natural-language-generation natural-language-processing natural-language-understanding prompt-learning
755
AspirinCode / papers-for-molecular-design-using-DL
List of Molecular and Material design using Generative AI and Deep Learning
deep-generative-models diffusion drug-design energy-based-model gan generative-ai gnns lstm material-design molecular-design prompt-learning reinforcement-learning rnn score-based-generative-models transformer vae
674
txsun1997 / LMaaS-Papers
Awesome papers on Language-Model-as-a-Service (LMaaS)
ai gpt-3 machine-learning natural-language-processing nlp paper-list pre-trained-language-models prompt-learning prompt-tuning
549
xlang-ai / UnifiedSKG
[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models
natural-language-processing pytorch huggingface-transformers huggingface-datasets structured-knowledge-grounding semantic-parsing question-answering data-to-text text-generation fact-verification multi-task-learning prompt-learning nlp
Language:Python 549
jeffhj / LM-reasoning
This repository contains a collection of papers and resources on Reasoning in Large Language Models.
artificial-intelligence awesome-list chain-of-thought chatgpt deductive-reasoning gpt-3 human-intelligence in-context-learning language-modeling language-models large-language-models llm natural-language-processing paper-list prompt-engineering prompt-learning reasoning
543
ProG
sheldonresearch / ProG
A Unified Python Library for Graph Prompting
graph-neural-networks graph-prompt prompt-learning
Language:Python 522
CLUEbenchmark / pCLUE
pCLUE: 1000000+多任务提示学习数据集
chinese clue datasets multi-task-learning prompt-learning zero-shot-learning promptclue
Language:Jupyter Notebook 467
xlang-ai / Binder
[ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"
fact-verification in-context-learning language-binding language-model large-language-models natural-language-processing openai prompt-learning question-answering structured-knowledge-grounding symbolic-language
Language:Python 300
zhengli97 / Awesome-Prompt-Adapter-Learning-for-VLMs
A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.
adapter-learning few-shot-classifcation few-shot-learning paper-list prompt-learning vision-language-model zero-shot-learning
278
zhengli97 / PromptKD
[CVPR 2024] Official PyTorch Code for "PromptKD: Unsupervised Prompt Distillation for Vision-Language Models"
clip cvpr2024 knowledge-distillation multi-modal-learning prompt-learning vision-language-model
Language:Python 231
jxzhangjhu / Awesome-LLM-Prompt-Optimization
Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models
evolution-strategies large-language-models llm-optimization llm-optimizer llms optimization prompt prompt-learning prompt-optimization prompt-tuning
230
sunyilgdx / NSP-BERT
The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"
bert correference-resolution entity-linking entity-typing natural-language-inference nlp prompt-learning sentence-classification sentiment-analysis tensorflow text-classification zero-shot
Language:Python 224
zjunlp / KnowPrompt
[WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction
relation-extraction prompt-tuning few-shot-learning tacred dialogre semeval prompt knowprompt prompt-learning re knowledge-informed-prompt-learning pytorch dataset text-classification
Language:Python 195
salesforce / ALPRO
Align and Prompt: Video-and-Language Pre-training with Entity Prompts
vision-and-language video-language video-text-retrieval video-question-answering representation-learning prompt-learning
Language:Python 185
fcjian / PromptDet
PromptDet: Towards Open-vocabulary Detection using Uncurated Images, ECCV2022
computer-vision object-detection prompt-learning zero-shot-learning vocabulary regional-prompt self-training pseudo-labeling web-image clip novel-categories eccv2022
Language:Python 160
RimaBuilds / AutoGPT-handbook
A guide to using AutoGPT for code generation and prompt engineering.
autogpt gpt-4 handbook instructions prompt prompt-engineering prompt-learning
153
CHENGY12 / PLOT
[ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models
clip-model few-shot-learning image-recognition optimal-transport prompt-learning transfer-learning
Language:Python 146
tsinghua-fib-lab / UniST
Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)
forecasting one-for-all pre-training prediction prompt-learning prompt-tuning spatio-temporal transformers universal-forecasting universal-model
Language:Python 145
zjunlp / DART
[ICLR 2022] Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners
prompt-tuning pre-trained-language-models few-shot-learning prompt dart prompt-learning iclr iclr2022 pytorch language-models
Language:Python 128
leonmakise / ProRes
ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration
image-deblurring image-dehazing image-denoising image-deraining low-level-vision low-light-enhancement prompt-learning visual-prompt all-in-one-model
Language:Python 95
alphatrait / 100000-ai-prompts-by-contentifyai
Welcome to the ChatGPT Prompts Library! This repository contains a diverse collection of over 100,000 prompts tailored for ChatGPT. Our prompts cover a wide range of topics, including marketing, business, fun, and much more.
ai bard chatgpt chatgpt-prompt chatgpt-prompts midjourney prompt prompt-engineering prompt-learning prompt-toolkit prompt-tuning prompts bard-prompts midjourney-prompts
91
Coldmist-Lu / ErrorAnalysis_Prompt
:gift:[ChatGPT4MTevaluation] ErrorAnalysis Prompt for MT Evaluation in ChatGPT
chatgpt evaluation-metrics machine-translation natural-language-processing prompt-learning
Language:Python 88
Romainpkq / ChatGPT4MT
🎁[ChatGPT4MT] Towards Making the Most of ChatGPT for Machine Translation
chatgpt machine-translation natural-language-generation natural-language-processing prompt-learning
Language:Python 72

prompt-learning

thunlp / OpenPrompt

kyegomez / tree-of-thoughts

thunlp / PromptPapers

promptslab / Awesome-Prompt-Engineering

Timothyxxx / Chain-of-ThoughtsPapers

LearnPrompt / LearnPrompt

KaiyangZhou / CoOp

GitHubDaily / ChatGPT-Prompt-Engineering-for-Developers-in-Chinese

EgoAlpha / prompt-in-context-learning

langgptai / awesome-claude-prompts

timqian / openprompt.co

snwfdhmp / awesome-gpt-prompt-engineering

ttengwang / Awesome_Prompting_Papers_in_Computer_Vision

SinclairCoder / Instruction-Tuning-Papers

AspirinCode / papers-for-molecular-design-using-DL

txsun1997 / LMaaS-Papers

xlang-ai / UnifiedSKG

jeffhj / LM-reasoning

sheldonresearch / ProG

CLUEbenchmark / pCLUE

xlang-ai / Binder

zhengli97 / Awesome-Prompt-Adapter-Learning-for-VLMs

zhengli97 / PromptKD

jxzhangjhu / Awesome-LLM-Prompt-Optimization

sunyilgdx / NSP-BERT

zjunlp / KnowPrompt

salesforce / ALPRO

fcjian / PromptDet

RimaBuilds / AutoGPT-handbook

CHENGY12 / PLOT

tsinghua-fib-lab / UniST

zjunlp / DART

leonmakise / ProRes

alphatrait / 100000-ai-prompts-by-contentifyai

Coldmist-Lu / ErrorAnalysis_Prompt

Romainpkq / ChatGPT4MT