prompt-tuning

There are 26 repositories under prompt-tuning topic.

liquidprompt
liquidprompt / liquidprompt
A full-featured & carefully designed adaptive prompt for Bash & Zsh
bash linux-shell powerline prompt prompt-toolkit prompt-tuning shell-prompt shell-theme zsh
Language:Shell 4418
trigaten / Learn_Prompting
Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community
gpt-3 prompting prompt-engineering gpt3 llm chatgpt gpt-4 gpt-4-api large-language-models nlp transformers chatgpt-api deep-learning machine-learning prompt-tuning prompt-toolkit openai-api
Language:MDX 4160
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 gpt4 multimodal prompt-engineering deep-learning prompt prompt-learning prompt-tuning
Language:Python 4038
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 3207
promptslab / Promptify
Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research
chatgpt chatgpt-api gpt-3 gpt-3-prompts prompt-engineering prompt-toolkit prompting chatgpt-python gpt3-library openai prompt-tuning prompts large-language-models transformers machine-learning nlp gpt-4 gpt-4-api prompt-versioning promptversioning
Language:Jupyter Notebook 3020
YiVal / YiVal
Your Automatic Prompt Engineering Assistant for GenAI Applications
ai prompt llm ai-experiments ai-toolkit promptengineering aigc generative-ai prompt-engineering fine-tuning prompt-tuning api autogpt framework gpt4 midjourney python stable-diffusion auto-prompting
Language:Python 2428
OFA-Sys / OFA
Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework
multimodal pretraining image-captioning text-to-image-synthesis visual-question-answering referring-expression-comprehension vision-language pretrained-models prompt prompt-tuning chinese
Language:Python 2323
prompt-engineering / click-prompt
ClickPrompt - Streamline your prompt design, with ClickPrompt, you can easily view, share, and run these prompts with just one click. ClickPrompt 用于一键轻松查看、分享和执行您的 Prompt。
chatgpt github-copilot prompt-engineering prompt-generator prompt-tuning stable-diffusion
Language:TypeScript 2237
DSXiangLi / DecryptPrompt
总结Prompt&LLM论文，开源数据&模型，AIGC应用
aigc chain-of-thought chatgpt demonstration few-shot-learning in-context-learning instruction-tuning llm llm-agent papers prompt prompt-engineering prompt-tuning zero-shot-learning
2079
THUDM / P-tuning-v2
An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks
natural-language-processing prompt-tuning pretrained-language-model p-tuning parameter-efficient-learning
Language:Python 1887
Eladlev / AutoPrompt
A framework for prompt tuning using Intent-based Prompt Calibration
prompt-engineering prompt-tuning synthetic-dataset-generation
Language:Python 1638
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 1342
THUDM / P-tuning
A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.
natural-language-processing pre-trained-language-models prompt-tuning p-tuning parameter-efficient-learning few-shot-learning
Language:Python 890
ferrislucas / promptr
Promptr is a CLI tool that lets you use plain English to instruct GPT3 or GPT4 to make changes to your codebase.
ai cli command-line chatgpt gpt-3 gpt-35-turbo gpt-4 gpt-4-api gpt3 gpt4 prompt-engineering gpt3-api prompt-toolkit prompt-tuning coding-assistant gpt-4-1106-preview javascript
Language:JavaScript 879
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
861
KimMeen / Time-LLM
[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"
cross-modal-learning cross-modality deep-learning language-model large-language-models machine-learning multimodal-deep-learning multimodal-time-series prompt-tuning time-series time-series-analysis time-series-forecast time-series-forecasting
Language:Python 709
clue-ai / PromptCLUE
PromptCLUE, 全中文任务支持零样本学习模型
bert chinese few-shot-learning gpt-3 multitask-learning pretrained-models prompt-tuning roberta t5-model transfer-learning zero-shot-learning
Language:Jupyter Notebook 639
zjunlp / PromptKG
PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.
knowledge-graph genkgc prompt-tuning relation-extraction link-prediction retrievalre demo-tuning pytorch promptkg retroprompt knowledge-informed-prompt-learning question-answering dialogue awsome-list paper-list retrieval-augmented lambdakg natural-language-processing nlp paper
Language:Python 635
google-research / prompt-tuning
Original Implementation of Prompt Tuning from Lester, et al, 2021
prompt-tuning nlp machine-learning jax flax language-model
Language:Python 623
urchade / GLiNER
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 24
information-extraction large-language-models named-entity-recognition natural-language-processing prompt-tuning
Language:Python 597
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
516
B1lli / BillyGPT
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
chatgpt chatgpt-api flet flet-dev prompt prompt-engineering prompt-tuning
Language:Python 480
nancheng58 / Awesome-LLM4RS-Papers
Large Language Model-enhanced Recommender System Papers
awesome-list gpt large-language-models llm papers pre-training prompt-tuning recommender-system survey
393
madaan / memprompt
A method to fix GPT-3 after deployment with user feedback, without re-training.
language-generation prompt-tuning language-modeling gpt-3 gpt-3-prompt feedback few-shot-learning user-feedback
Language:Python 321
mindspore-courses / step_into_llm
MindSpore online courses: Step into LLM
llm natural-language-processing nlp large-language-models mindspore bert chatgpt codegeex gpt gpt2 instruction-tuning parallel-computing prompt-tuning rlhf chatglm chatglm2 llama llama2 moe peft
Language:Python 321
BaranziniLab / KG_RAG
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
bert-models bioinformatics bioinformatics-algorithms biomedical-applications biomedical-informatics context-aware gpt gpt35turbo gpt4 knowledge-base knowledge-graph large-language-models llama llama2 llm prompt-engineering prompt-tuning rag retrieval-augmented-generation sentence-transformers
Language:Jupyter Notebook 315
mims-harvard / UniTS
A unified time series model.
anomaly-detection classification ecg eeg few-shot forecasting foundation-models imputation multi-task prompt-tuning time-series unified-model zero-shot
Language:Python 292
MendelXu / SAN
Open-vocabulary Semantic Segmentation
cvpr2023 open-vocabulary-semantic-segmentation prompt-tuning
Language:Python 271
hjbahng / visual_prompting
Exploring Visual Prompts for Adapting Large-Scale Models
pre-trained-model prompt-tuning pytorch visual-prompting transfer-learning
Language:Python 242
ZhangYuanhan-AI / NOAH
Searching prompt modules for parameter-efficient transfer learning.
prompt-tuning transfer-learning domain-generalization visual-prompting pre-trained-model pytorch deep-learning
Language:Python 203
ylsung / VL_adapter
PyTorch code for "VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks" (CVPR2022)
vision-and-language adapters transformers prompt-tuning pytorch vl-adapter
Language:Python 196
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 190
blrchen / chatgpt-lite
Fast ChatGPT UI with support for both OpenAI and Azure OpenAI. 快速的ChatGPT UI，支持OpenAI和Azure OpenAI。
chatgpt gpt-3 openai prompt-engineering gpt gpt3 gpt-35-turbo openai-api prompt-tuning chatgpt-app chatgpt-bot azure-openai azureopenai chatbot-gui chatgpt-ui chatgpt-gui chatbot llm
Language:TypeScript 156
BeierZhu / Prompt-align
[ICCV 2023] Prompt-aligned Gradient for Prompt Tuning
few-shot-classifcation image-classification clip prompt-tuning domain-generalization pytorch
Language:Python 131
microsoft / sammo
A library for prompt engineering and optimization (SAMMO = Structure-aware Multi-Objective Metaprompt Optimization)
llms prompt-engineering prompt-tuning
Language:Python 126
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 126