Llm Research Curation Transformer Models

There are 23 llm research curation models tracked. The highest-rated is FairyFali/SLMs-Survey at 45/100 with 248 stars.

Get all 23 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=llm-research-curation&limit=20"

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#	Model	Score	Tier	Stars	Language
1	FairyFali/SLMs-Survey Survey of Small Language Models from Penn State, ...	45	Emerging	248	—
2	USC-FORTIS/AD-LLM [ACL Findings 2025] A benchmark for anomaly detection using large language...	42	Emerging	41	Python
3	swordlidev/Efficient-Multimodal-LLMs-Survey Efficient Multimodal Large Language Models: A Survey	40	Emerging	389	—
4	zabir-nabil/awesome-multilingual-large-language-models A comprehensive collection of multilingual datasets and large language...	39	Emerging	19	—
5	AIoT-MLSys-Lab/Efficient-LLMs-Survey [TMLR 2024] Efficient Large Language Models: A Survey	38	Emerging	1,256	—
6	mtuann/llm-updated-papers Papers related to Large Language Models in all top venues	38	Emerging	11	—
7	Wang-ML-Lab/llm-continual-learning-survey [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey	35	Emerging	530	—
8	wang2226/Awesome-LLM-Decoding 📜 Paper list on decoding methods for LLMs and LVLMs	34	Emerging	70	—
9	guanwei49/DABL DABL: Detecting Semantic Anomalies in Business Processes Using Large Language Models	32	Emerging	6	Python
10	azminewasi/Awesome-LLMs-ICLR-24 It is a comprehensive resource hub compiling all LLM papers accepted at the...	32	Emerging	66	—
11	TamSiuhin/LLM-UM-Reading A list of large language models for user modeling (LLM-UM) papers, based on...	31	Emerging	151	—
12	AGI-Edgerunners/LLM-Optimizers-Papers Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic...	31	Emerging	252	—
13	yinizhilian/ICLR2025-Papers-with-Code 历年ICLR论文和开源项目合集，包含ICLR2021、ICLR2022、ICLR2023、ICLR2024、ICLR2025.	31	Emerging	562	—
14	AGI-Edgerunners/LLM-Continual-Learning-Papers Must-read Papers on Large Language Model (LLM) Continual Learning	30	Emerging	148	—
15	dependentsign/Awesome-LLM-based-Evaluators ✨✨Latest Papers about LLM-based Evaluators	29	Experimental	32	—
16	BeinuoYang/Awesome-LLM4Opt A curated list of Large Language Models (LLMs) for optimization problem...	29	Experimental	16	—
17	lujainibrahim/llm-roleplaying-experts This repository contains the data and code to support the paper Comparing...	26	Experimental	5	Jupyter Notebook
18	luo-junyu/Awesome-Data-Efficient-LLM A list of data-efficient and data-centric LLM (Large Language Model) papers....	25	Experimental	52	—
19	danelpeng/Awesome-Continual-Leaning-with-PTMs This is a curated list of "Continual Learning with Pretrained Models" research.	24	Experimental	19	—
20	a-kostikova/LLLMs-Survey The GitHub page for the survey paper "LLLMs: A Data-Driven Survey of...	20	Experimental	4	Python
21	basicv8vc/SSL-RL-Papers A curated collection of papers combining Self-Supervised Learning (SSL) with...	13	Experimental	—	—
22	ajithksenthil/LLMSurveyPersonalization Implementation to use Large Language Models to personalize surveys based off...	11	Experimental	—	Python
23	01-vyom/Evolving-Survey-on-Foundational-Language-Models Evolving Survey on Foundational Language Models	11	Experimental	—	Python

Comparisons in this category

Efficient-Multimodal-LLMs-Survey and Efficient-LLMs-Survey (40 vs 38) llm-continual-learning-survey and LLM-Continual-Learning-Papers (35 vs 30)