Prompt Engineering Optimization Prompt Engineering Tools

There are 14 prompt engineering optimization tools tracked. The highest-rated is THUDM/P-tuning-v2 at 39/100 with 2,077 stars.

Get all 14 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=prompt-engineering&subcategory=prompt-engineering-optimization&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	THUDM/P-tuning-v2 An optimized deep prompt tuning strategy comparable to fine-tuning across...	39	Emerging	2,077	Python
2	ucinlp/autoprompt AutoPrompt: Automatic Prompt Construction for Masked Language Models.	39	Emerging	641	Python
3	zjunlp/KnowPrompt [WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic...	38	Emerging	207	Python
4	zjunlp/PromptKG PromptKG Family: a Gallery of Prompt Learning & KG-related research works,...	37	Emerging	734	Python
5	VE-FORBRYDERNE/mtj-softtuner Create soft prompts for fairseq 13B dense, GPT-J-6B and GPT-Neo-2.7B for...	35	Emerging	28	Python
6	princeton-nlp/OptiPrompt [NAACL 2021] Factual Probing Is [MASK]: Learning vs. Learning to Recall...	35	Emerging	168	Python
7	arazd/ResidualPrompts Residual Prompt Tuning: a method for faster and better prompt tuning.	31	Emerging	57	Python
8	thunlp/Prompt-Transferability On Transferability of Prompt Tuning for Natural Language Processing	30	Emerging	100	Python
9	jyjohnchoi/SMoP The repository contains the code for our EMNLP 2023 paper "SMoP: Towards...	21	Experimental	9	Python
10	PLUM-Lab/Incremental_Prompting [COLING2022] Incremental Prompting: Episodic Memory Prompt for Lifelong...	21	Experimental	10	Python
11	salesforce/Overture Library for soft prompt tuning	19	Experimental	22	Python
12	zwcolin/Domain-Robustness-Prompt-Tuning Implementation of the report: on the domain robustness of prefix and prompt tuning	19	Experimental	20	Python
13	yueyu1030/Patron [ACL 2023] The code for our ACL'23 paper Cold-Start Data Selection for...	14	Experimental	24	Python
14	zhenwang9102/coherence-boosting Coherence boosting: When your pretrained language model is not paying enough...	12	Experimental	15	Python