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Prompt Learning

Creator
Creator
Seonglae Cho
Created
Created
2023 Sep 5 14:52
Editor
Editor
Seonglae Cho
Edited
Edited
2024 May 13 5:52
Refs
Refs
Fine Tuning
LM Context Optimization
Language Model Context
Fine Tuning
PEFT

Prompt Optimization

sort of searching fine tuned prompt for frozen model parameters
small token, same meaning, better result
Prompt Optimization Notion
Soft Prompt
Hard Prompt
Prompt Encoder
Prompt Embedding
 
 
 
Prompt Optimization Usages
Prompt Tuning
P Tuning
Prefix Tuning
RLPrompt
AutoPrompt
PPT
 
 
 

LARGE LANGUAGE MODELS AS OPTIMIZERS

arxiv.org
https://arxiv.org/pdf/2309.03409.pdf
RLPROMPT: Optimizing Discrete Text Prompts with Reinforcement Learning
RLPROMPT: Optimizing Discrete Text Prompts with Reinforcement Learning, EMNLP 2022
RLPROMPT: Optimizing Discrete Text Prompts with Reinforcement Learning
https://velog.io/@mmodestaa/RLPROMPT-Optimizing-Discrete-Text-Promptswith-Reinforcement-Learning
RLPROMPT: Optimizing Discrete Text Prompts with Reinforcement Learning
Prompting
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Prompting
https://huggingface.co/docs/peft/conceptual_guides/prompting
Prompting
 
 

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Prompt Learning
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