Llm Research Curation Transformer Models

There are 17 llm research curation models tracked. The highest-rated is USC-FORTIS/AD-LLM at 39/100 with 41 stars.

Get all 17 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	USC-FORTIS/AD-LLM [ACL Findings 2025] A benchmark for anomaly detection using large language...	39	Emerging	41	Python
2	FairyFali/SLMs-Survey Survey of Small Language Models from Penn State, ...	38	Emerging	248	—
3	mtuann/llm-updated-papers Papers related to Large Language Models in all top venues	34	Emerging	11	—
4	swordlidev/Efficient-Multimodal-LLMs-Survey Efficient Multimodal Large Language Models: A Survey	33	Emerging	389	—
5	zabir-nabil/awesome-multilingual-large-language-models A comprehensive collection of multilingual datasets and large language...	32	Emerging	19	—
6	AIoT-MLSys-Lab/Efficient-LLMs-Survey [TMLR 2024] Efficient Large Language Models: A Survey	31	Emerging	1,256	—
7	Wang-ML-Lab/llm-continual-learning-survey [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey	28	Experimental	530	—
8	wang2226/Awesome-LLM-Decoding 📜 Paper list on decoding methods for LLMs and LVLMs	27	Experimental	70	—
9	azminewasi/Awesome-LLMs-ICLR-24 It is a comprehensive resource hub compiling all LLM papers accepted at the...	25	Experimental	66	—
10	yinizhilian/ICLR2025-Papers-with-Code 历年ICLR论文和开源项目合集，包含ICLR2021、ICLR2022、ICLR2023、ICLR2024、ICLR2025.	24	Experimental	562	—
11	AGI-Edgerunners/LLM-Optimizers-Papers Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic...	24	Experimental	252	—
12	TamSiuhin/LLM-UM-Reading A list of large language models for user modeling (LLM-UM) papers, based on...	24	Experimental	151	—
13	AGI-Edgerunners/LLM-Continual-Learning-Papers Must-read Papers on Large Language Model (LLM) Continual Learning	23	Experimental	148	—
14	BeinuoYang/Awesome-LLM4Opt A curated list of Large Language Models (LLMs) for optimization problem...	22	Experimental	16	—
15	dependentsign/Awesome-LLM-based-Evaluators ✨✨Latest Papers about LLM-based Evaluators	22	Experimental	32	—
16	luo-junyu/Awesome-Data-Efficient-LLM A list of data-efficient and data-centric LLM (Large Language Model) papers....	18	Experimental	52	—
17	danelpeng/Awesome-Continual-Leaning-with-PTMs This is a curated list of "Continual Learning with Pretrained Models" research.	17	Experimental	19	—

Comparisons in this category

Efficient-Multimodal-LLMs-Survey and Efficient-LLMs-Survey (33 vs 31)