prompting

There are 14 repositories under prompting topic.

princeton-nlp / tree-of-thought-llm
[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
large-language-models llm prompting tree-of-thoughts tree-search
Language:Python 4513
trigaten / Learn_Prompting
Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community
chatgpt chatgpt-api deep-learning gpt-3 gpt-4 gpt-4-api gpt3 large-language-models llm machine-learning nlp openai-api prompt-engineering prompt-toolkit prompt-tuning prompting transformers
Language:MDX 4247
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 chatgpt-python gpt-3 gpt-3-prompts gpt-4 gpt-4-api gpt3-library large-language-models machine-learning nlp openai prompt-engineering prompt-toolkit prompt-tuning prompt-versioning prompting prompts promptversioning transformers
Language:Jupyter Notebook 3172
spcl / graph-of-thoughts
Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"
graph-of-thoughts graph-structures graphs large-language-models llm prompt-engineering prompting
Language:Python 2030
ysymyth / ReAct
[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models
decision-making large-language-models llm prompting reasoning
Language:Jupyter Notebook 1825
swarms
kyegomez / swarms
The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework Join our Community: https://discord.com/servers/agora-999382051935506503
agents ai artificial-intelligence attention-mechanism chatgpt gpt4 gpt4all huggingface langchain langchain-python machine-learning multi-modal-imaging multi-modality multimodal prompt-engineering prompt-toolkit prompting swarms transformer-models tree-of-thoughts
Language:Python 1054
OpenDriveLab / DriveLM
[ECCV 2024 Oral] DriveLM: Driving with Graph Visual Question Answering
autonomous-driving chain-of-thought graph-of-thoughts large-language-models llm prompt-engineering prompting tree-of-thoughts vision-language
Language:HTML 761
character-ai / prompt-poet
Streamlines and simplifies prompt design for both developers and non-technical users with a low code approach.
llm llm-inference prompt prompt-design prompt-engineering prompt-tuning prompting
Language:Python 684
jxzhangjhu / Awesome-LLM-Uncertainty-Reliability-Robustness
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
awesome-list calibration gpt-3 gpt-4 llms reliability robustness safety uncertainty-estimation uncertainty-quantification chatgpt prompt-engineering prompting chain-of-thought in-context-learning large-language-models hallucination
601
self-refine
madaan / self-refine
LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.
chatgpt few-shot-learning gpt-35 gpt-4 language-generation large-language-models llms prompting prompts reasoning
Language:Python 545
abilzerian / LLM-Prompt-Library
Advanced Code and Text Manipulation Prompts for Various LLMs. Suitable for Siri, GPT-4o, Claude, Llama3, Gemini, and other high-performance open-source LLMs.
ai apple-intelligence artificial-intelligence chatbot chatgpt chatgpt-api gpt gpt-3 gpt-4 machine-learning openai prompt prompt-engineering prompt-injection prompt-toolkit prompting prompts python siri text-analysis
529
kevinamiri / Instructgpt-prompts
A collection of ChatGPT and GPT-3.5 instruction-based prompts for generating and classifying text.
chatgpt chatgpt-prompts gpt-3 gpt-3-prompt gpt-3-prompts gpt3 gpt3-instruct prompt-engineering zero-shot-prompts instructgpt instruct-gpt gpt-35 gpt-35-prompts gpt35 prompting gpt-4 gpt4 instruction-following
474
zjunlp / EasyInstruct
[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.
gpt-3 instructions prompt api chain-of-thought gpt large-language-models multimodal reasoning in-context-learning easyinstruct chatgpt pypy-library python prompting tool llama knowlm
Language:Python 349
MikeWangWZHL / Solo-Performance-Prompting
Repo for paper "Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration"
large-language-models prompting llm
Language:Python 301
iiis-ai / cumulative-reasoning
Official implementation of paper "Cumulative Reasoning With Large Language Models" (https://arxiv.org/abs/2308.04371)
llm reasoning large-language-models prompting math
Language:Python 271
imrayya / stable-diffusion-webui-Prompt_Generator
An extension to AUTOMATIC1111 WebUI for stable diffusion which adds a prompt generator
prompting stable-diffusion
Language:Python 230
posgnu / rci-agent
A codebase for "Language Models can Solve Computer Tasks"
large-language-models prompting reasoning
Language:HTML 216
AGI-Edgerunners / LLM-Optimizers-Papers
Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.
awesome-list large-language-models llm llms optimization optimization-algorithms optimizer papers prompting review survey
201
frankroeder / parrot.nvim
parrot.nvim 🦜 - the plugin that brings stochastic parrots to Neovim. This is a gp.nvim-fork focused on simplicity.
anthropic chatgpt claude-3-5-sonnet gemini gpt gpt-4o gpts groq-api large-language-models llm mistral neovim nvim ollama openai openai-api perplexity plugin prompting stochastic-parrot
Language:Lua 182
reasoning-machines / prompt-lib
A set of utilities for running few-shot prompting experiments on large-language models
commonsense-reasoning few-shot-learning large-language-models prompt-toolkit prompting
Language:Python 105
ga642381 / SpeechPrompt
**Interspeech 2022** 《SpeechPrompt: An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks》Speech processing with prompting paradigm
deep-learning nlp speech-processing prompting prompt pytorch large-language-models
Language:Python 97
automix-llm / automix
Mixing Language Models with Self-Verification and Meta-Verification
few-shot-learning large-language-models model-selection prompting question-answering
Language:Jupyter Notebook 95
ZhengxiangShi / PowerfulPromptFT
[NeurIPS 2023 Main Track] This is the repository for the paper titled "Don’t Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner"
continue-learning fine-tuning instruction-tuning language-model pretraining prompt-engineering prompt-tuning in-context-learning masked-language-modeling masked-language-models prompt-based-tuning prompt-learning prompting semi-supervised semi-supervised-learning
Language:Python 71
WANGXinyiLinda / concept-based-demonstration-selection
Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Learning.
deep-learning large-language-models machine-learning prompting
Language:Python 64
Chia-Hsuan-Lee / DST-as-Prompting
Source code for Dialogue State Tracking with a Language Model using Schema-Driven Prompting
dialogue dialogue-state-tracking natural-language-processing prompt-tuning prompting schema seq2seq t5 task-oriented-dialogue
Language:Python 62
meta-prompting / meta-prompting
Official implementation of paper "Meta Prompting for AI Systems" (https://arxiv.org/abs/2311.11482)
ai-systems foundation-models large-language-models llm prompting reasoning meta-prompting
Language:Python 62
RimaBuilds / Master-coding-prompts-with-ChatGPT
This is a practical guide on how to optimize ChatGPT prompts for programming. Here, I aimed to provide tips and techniques to help developers optimize their chatgpt prompts to avoid common problems and improve their code generation experience. .
chatgpt gpt-4 instructions prompting prompts python
61
Knowledge-Base
Open-Prompting / Knowledge-Base
Открытая база знаний о нейросетях
ai chatgpt llms artificial-intelligence chatgpt-api machinelearning openai dall-e midjourney openai-api bard-ai google-bard huggingchat stable-diffusion llm prompt prompt-engineering prompt-tuning prompting prompts
56
bin123apple / MACM
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems
llm math multi-agent prompting
Language:Python 55
AREkit
nicolay-r / AREkit
Document level Attitude and Relation Extraction toolkit (AREkit) for sampling and processing large text collections with ML and for ML
sentiment-analysis relation-extraction neural-networks datasets frames bert language-models nlp pandas pandas-dataframe tensorflow prompt prompting
Language:Python 54
BatsResearch / alfred
A system for prompted weak supervision.
annotation-tool data data-annotation llm programmatic-weak-supervision prompting vlm weak-supervision
Language:Python 45
iprompt
csinva / iprompt
Finding semantically meaningful and accurate prompts.
ai autoprompt deep-learning explainability explainable-ai interpretability iprompt language-model large-language-models ml natural-language-processing neural-network prompting text text-classification xai
Language:Jupyter Notebook 45
HumanCompatibleAI / tensor-trust
A prompt injection game to collect data for robust ML research
game prompt-engineering prompt-injection security jailbreaks large-language-models llms llm django htmx prompting ctf
Language:Python 39
promptable / Promptable-web-sdk
Web SDK for Promptable Website.
ai chaining compose gpt-3 llm model nlp prompt promptengineering prompting prompts promptable
Language:TypeScript 36
imJunaidAfzal / Prompt-Engineering
Prompt Engineering for Language models (GPT-3, GPT-4, chatGPT) and text-to-image models (Stable Diffusion, Midjourney, Dall-e)
chatgpt colab-notebook dall-e gpt-3 gpt-35-turbo gpt-4 lora midjourney prompt-engineering prompt-tuning prompting sdxl stable-diffusion stable-diffusion-webui
Language:Jupyter Notebook 33
smashed
allenai / smashed
SMASHED is a toolkit designed to apply transformations to samples in datasets, such as fields extraction, tokenization, prompting, batching, and more. Supports datasets from Huggingface, torchdata iterables, or simple lists of dictionaries.
mappers pytorch torchdata dataset datasets dict huggingface in-context-learning natural-language-processing nlp pipeline prefix prefix-tuning preprocessing prompting text transformer transformers
Language:Python 30

prompting

princeton-nlp / tree-of-thought-llm

trigaten / Learn_Prompting

promptslab / Promptify

spcl / graph-of-thoughts

ysymyth / ReAct

kyegomez / swarms

OpenDriveLab / DriveLM

character-ai / prompt-poet

jxzhangjhu / Awesome-LLM-Uncertainty-Reliability-Robustness

madaan / self-refine

abilzerian / LLM-Prompt-Library

kevinamiri / Instructgpt-prompts

zjunlp / EasyInstruct

MikeWangWZHL / Solo-Performance-Prompting

iiis-ai / cumulative-reasoning

imrayya / stable-diffusion-webui-Prompt_Generator

posgnu / rci-agent

AGI-Edgerunners / LLM-Optimizers-Papers

frankroeder / parrot.nvim

reasoning-machines / prompt-lib

ga642381 / SpeechPrompt

automix-llm / automix

ZhengxiangShi / PowerfulPromptFT

WANGXinyiLinda / concept-based-demonstration-selection

Chia-Hsuan-Lee / DST-as-Prompting

meta-prompting / meta-prompting

RimaBuilds / Master-coding-prompts-with-ChatGPT

Open-Prompting / Knowledge-Base

bin123apple / MACM

nicolay-r / AREkit

BatsResearch / alfred

csinva / iprompt

HumanCompatibleAI / tensor-trust

promptable / Promptable-web-sdk

imJunaidAfzal / Prompt-Engineering

allenai / smashed