LLM Research Curation LLM Tools

Curated collections and surveys of LLM research papers, benchmarks, and domain-specific resources. Does NOT include implementation tools, deployment platforms, or application frameworks.

There are 118 llm research curation tools tracked. 9 score above 50 (established tier). The highest-rated is rafska/awesome-local-llm at 63/100 with 1,317 stars. 5 of the top 10 are actively maintained.

Get all 118 projects as JSON

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

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	rafska/awesome-local-llm A curated list of awesome platforms, tools, practices and resources that...	63	Established	1,317	—
2	KalyanKS-NLP/llm-engineer-toolkit A curated list of 120+ LLM libraries category wise.	62	Established	9,884	—
3	yzhao062/anomaly-detection-resources Anomaly detection related books, papers, videos, and toolboxes. Last update...	61	Established	9,200	Python
4	llm-jp/awesome-japanese-llm 日本語LLMまとめ - Overview of Japanese LLMs	59	Established	1,351	TypeScript
5	InftyAI/Awesome-LLMOps 🎉 An awesome & curated list of best LLMOps tools.	56	Established	215	Python
6	ValueByte-AI/Awesome-LLM-in-Social-Science Awesome papers involving LLMs in Social Science.	52	Established	595	—
7	ilsilfverskiold/Awesome-LLM-Resources-List A Curated Collection of resources for applied AI engineering (work in progress).	52	Established	502	Python
8	CHIANGEL/Awesome-LLM-for-RecSys Survey: A collection of AWESOME papers and resources on the large language...	52	Established	1,519	—
9	XiaomingX/awesome-llm Awesome-LLM: a curated list of Large Language Model.🔥 大型语言模型（LLM）已经席卷了...	52	Established	59	Python
10	codefuse-ai/Awesome-Code-LLM [TMLR] A curated list of language modeling researches for code (and other...	49	Emerging	3,258	—
11	junchenzhi/Awesome-LLM-Ensemble A curated list of Awesome-LLM-Ensemble papers for the survey "Harnessing...	48	Emerging	205	HTML
12	bilalonur/awesome-llm-os A curated list of awesome resources, tools, research papers, and projects...	47	Emerging	157	—
13	RUC-NLPIR/LLM4IR-Survey This is the repo for the survey of LLM4IR.	47	Emerging	532	—
14	wxl1999/PLMPapers A paper list of pre-trained language models (PLMs).	46	Emerging	82	—
15	Jason2Brownlee/awesome-llm-books Awesome LLM Books: Curated list of books on Large Language Models	46	Emerging	1,698	—
16	YerbaPage/Awesome-Repo-Level-Code-Generation Must-read papers on Repository-level Code Generation & Issue Resolution 🔥	45	Emerging	263	—
17	eugeneyan/open-llms 📋 A list of open LLMs available for commercial use.	45	Emerging	12,668	—
18	luban-agi/Awesome-Domain-LLM 收集和梳理垂直领域的开源模型、数据集及评测基准。	45	Emerging	2,569	—
19	metame-ai/awesome-llm-plaza awesome llm plaza: daily tracking all sorts of awesome topics of llm, e.g....	44	Emerging	214	—
20	GeminiLight/awesome-ai-llm4education Awesome artificial intelligence (AI) and large language model (LLM) for...	43	Emerging	171	Jupyter Notebook
21	yuzhimanhua/Awesome-Scientific-Language-Models A Comprehensive Survey of Scientific Large Language Models and Their...	42	Emerging	644	—
22	huybery/Awesome-Code-LLM 👨‍💻 An awesome and curated list of best code-LLM for research.	42	Emerging	1,282	—
23	imaurer/awesome-llm-json Resource list for generating JSON using LLMs via function calling, tools,...	42	Emerging	2,168	—
24	primaprashant/llms-in-production 📚 Curated collection of engineering blogs detailing real-world applications...	42	Emerging	107	—
25	lyy1994/awesome-data-contamination The Paper List on Data Contamination for Large Language Models Evaluation.	42	Emerging	110	—
26	InfiniteAICreations/awesome-llm-projects 😎 A list of awesome projects related to LLM	41	Emerging	69	—
27	mingze-yuan/Awesome-LLM-Healthcare The paper list of the review on LLMs in medicine - "Large Language Models...	41	Emerging	263	—
28	wikit-ai/awesome-llm-courses A curated list of awesome online courses about Large Langage Models (LLMs)	41	Emerging	260	—
29	KennethanCeyer/awesome-llmops Awesome series for LLMOps	40	Emerging	51	—
30	av/awesome-llm-services A list of self-hostable LLM services	40	Emerging	83	TypeScript
31	JhCircle/Awesome-LLM-Empathy Papers list of empathy in LMs: theory, modeling, systems, emotion, evaluation.	40	Emerging	88	—
32	for-the-zero/Free-LLM-Collection 免费大模型API合集 / Free LLM api Collection	40	Emerging	119	—
33	qianlima-lab/awesome-lifelong-llm-agent TPAMI 2026 \| This repository collects awesome survey, resource, and paper...	40	Emerging	284	Python
34	JackYFL/awesome-VLLMs This repository collects papers on VLLM applications. We will update new...	40	Emerging	207	—
35	QiushiSun/Awesome-Code-Intelligence Neural Code Intelligence Survey 2024-25; Reading lists and resources	39	Emerging	281	—
36	Neph0s/awesome-llm-role-playing-with-persona Awesome-llm-role-playing-with-persona: a curated list of resources for large...	39	Emerging	993	—
37	MigoXLab/awesome-data-quality A comprehensive collection of data quality resources, tools, papers, and...	38	Emerging	25	—
38	KennethanCeyer/awesome-llm Awesome series for Large Language Model(LLM)s	38	Emerging	88	—
39	Yijia-Xiao/Protein-LLM-Survey Large Language Models in Protein: A Comprehensive Survey	38	Emerging	176	—
40	WindyLab/LLM-RL-Papers Monitoring recent cross-research on LLM & RL on arXiv for control. If there...	38	Emerging	545	—
41	Emo-gml/Awesome-Mental-Health-LLMs From Pattern Recognizers to Personalized Companions: A Survey of Large...	37	Emerging	64	—
42	glgh/awesome-llm-human-preference-datasets A curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval.	37	Emerging	387	—
43	RUCAIBox/LLMSurvey The official GitHub page for the survey paper "A Survey of Large Language Models".	37	Emerging	12,119	Python
44	patrick-tssn/Awesome-Colorful-LLM Recent advancements propelled by large language models (LLMs), encompassing...	37	Emerging	123	—
45	tongyx361/Awesome-LLM4Math Curation of resources for LLM mathematical reasoning, most of which are...	36	Emerging	152	—
46	HICAI-ZJU/Scientific-LLM-Survey Scientific Large Language Models: A Survey on Biological & Chemical Domains	36	Emerging	353	—
47	oscinis-com/Awesome-LLM-Productization Awesome-LLM-Productization: a curated list of tools/tricks/news/regulations...	36	Emerging	23	—
48	tiingweii-shii/Awesome-Resource-Efficient-LLM-Papers a curated list of high-quality papers on resource-efficient LLMs 🌱	36	Emerging	158	—
49	timothywarner-org/multimodal-ai Multimodal AI: How Machines Learn to See, Hear, and Understand Together	35	Emerging	5	—
50	HqWu-HITCS/Awesome-LLM-Survey An Awesome Collection for LLM Survey	35	Emerging	387	—
51	BenchGecko/awesome-llm-benchmarks A curated list of LLM and AI model benchmarks, datasets, and leaderboards	35	Emerging	1	—
52	chrisliu298/awesome-on-policy-distillation A curated collection of papers, technical reports, frameworks, and tools for...	35	Emerging	1	—
53	MIBlue119/awesome-llama-resources just collections about Llama2	34	Emerging	44	—
54	yubol-bobo/Awesome-Multi-Turn-LLMs This is the official GitHub repository for our survey paper "Beyond...	34	Emerging	177	—
55	falcon-xu/early-exit-papers A curated list of early exiting (LLM, CV, NLP, etc)	33	Emerging	71	—
56	chrisliu298/awesome-representation-engineering A resource repository for representation engineering in large language models	33	Emerging	149	—
57	johnnyhwu/Awesome-LLM-Tabular Awesome-LLM-Tabular: a curated list of Large Language Model applied to Tabular Data	33	Emerging	422	—
58	quqxui/Awesome-LLM4IE-Papers Awesome papers about generative Information Extraction (IE) using Large...	33	Emerging	1,055	—
59	KAIWEILIUCC/Awesome-LLM-IoT-Papers A collection of papers on LLM applications in the IoT field.	32	Emerging	17	—
60	Alab-NII/Awesome-SciLM Pre-trained Language Model for Scientific Text	32	Emerging	45	—
61	alternbits/awesome-ai-models A curated list of top AI models and LLMs	32	Emerging	136	—
62	ICTMCG/Awesome-Machine-Generated-Text Continuously updated list of related resources for generative LLMs like GPT...	31	Emerging	231	—
63	jobsimi/awesome-llm-free-apis 😎 Awesome lists about free apis powered by large language model(LLM)	31	Emerging	3	—
64	JJayasri/Awesome-AI-Resources-List Here you get to see free AI Learning Materials across the world	31	Emerging	28	—
65	zhenlohuang/awesome-chinese-llm Awesome Chinese LLM: A curated list of Chinese Large Language Model 中文大语言模型数据集和模型资料汇总	31	Emerging	164	—
66	kesimeg/awesome-turkish-language-models A curated list of Turkish AI models, datasets, papers	31	Emerging	73	—
67	luban-agi/Awesome-Tool-Learning A curated list of papers and applications on tool learning.	30	Emerging	124	—
68	architectpub/large-model A list of almost all LMs (large model),include LLMs	30	Emerging	6	—
69	hrwise-nlp/Survey-Evolution-DS This is the repo which record the evolution of LM-based dialogue system....	30	Emerging	63	—
70	KylinC/Awesome-Awesome-LLM awesome LLM papers！ 🚀 🚀 🚀	30	Emerging	35	—
71	kcxain/Awesome-LLM4Kernel LLM4Kernel: A Survey of Large Language Models for GPU Kernel Development	30	Emerging	50	—
72	zzz47zzz/awesome-lifelong-learning-methods-for-llm [ACM Computing Surveys 2025] This repository collects awesome survey,...	30	Emerging	162	—
73	puneet-chandna/awesome-llm-papers Your one-stop destination for the latest LLM research papers and breakthroughs	30	Emerging	12	Python
74	iSEngLab/AwesomeLLM4SE [SCIS 2025] A Survey on Large Language Models for Software Engineering	30	Emerging	313	—
75	MinSiThu/Multilanguage-RolePlay-Datasets Role Play Datasets in Multilanguages	29	Experimental	7	—
76	Xiaohao-Xu/Customizable-VLM [CSCWD 2025, Best Student Paper] Customizing Visual-Language Foundation...	29	Experimental	29	Python
77	tongyx361/Awesome-LLM-Research Curation of resources for LLM research, screened by @tongyx361 to ensure...	29	Experimental	63	—
78	AGI-Edgerunners/LLM-Planning-Papers Must-read Papers on Large Language Model (LLM) Planning.	29	Experimental	435	—
79	llm-misinformation/llm-misinformation-survey Paper list for the survey "Combating Misinformation in the Age of LLMs:...	29	Experimental	106	—
80	cingtiye/Awesome-Open-domain-Dialogue-Models Awesome Open-domain Dialogue Models，高质量开放域对话模型集合	29	Experimental	36	—
81	CYBIRD-D/FREE-LLM-API-Provider This is a list of free LLM provider resources accessible via API. Including...	29	Experimental	21	—
82	Quester-one/Awesome-LLM-Planning This repository contains a collection of the most influential papers, and...	28	Experimental	47	—
83	HqWu-HITCS/Awesome-Personalized-LLM This repo aims to record resource of role-playing abilities in LLMs,...	28	Experimental	139	—
84	MLGroup-JLU/LLM-data-aug-survey The official GitHub page for the survey paper "A Survey on Data Augmentation...	27	Experimental	132	—
85	thaoshibe/awesome-personalized-lmms A curated list of Awesome Personalized Large Multimodal Models resources	26	Experimental	56	—
86	nntrn/system-outliers Deviance classification	26	Experimental	1	—
87	MLSys-Learner-Resources/Awesome-MLSys-Blogger The repository has collected a batch of noteworthy MLSys bloggers...	26	Experimental	327	HTML
88	IvoPereira/awesome-straico 🏆 A curated list of awesome Straico resources, tools, articles and more.	26	Experimental	10	—
89	jack-chaudier/dreams Public showcase for the MirageKit research program: papers, replay...	25	Experimental	1	TeX
90	jd-coderepos/awesome-llms 🤓 A collection of AWESOME structured summaries of Large Language Models (LLMs)	24	Experimental	30	Python
91	eunomia-bpf/code-survey Understand the evolution in Large software systems with LLM	23	Experimental	35	Python
92	koalazf99/Awesome-DataCentric-LLM Trending projects & awesome papers about data-centric llm studies.	23	Experimental	40	—
93	jie-jw-wu/Survey-CodeLLM4LowResource-DSL A Survey on LLM-based Code Generation for Low-Resource and Domain-Specific...	23	Experimental	15	—
94	Turbo31150/awesome-local-ai Curated list of local AI tools — LLMs, embeddings, Whisper, vision \| Run...	23	Experimental	1	—
95	ristponex/awesome-glm-5 🧠 Awesome GLM-5 — Everything about Zhipu AI's 744B open-source MoE model and...	22	Experimental	—	—
96	Bigmacman40879/awesome-llm-project 😎 A list of awesome projects related to LLM	22	Experimental	—	—
97	Masoudjafaripour/FM_RL_Survey A repo for survey paper "The Evolving Landscape of LLM- and VLM-Integrated...	21	Experimental	7	—
98	vicgalle/awesome-rlaif A curated and updated list of relevant articles and repositories on...	21	Experimental	12	—
99	CharlieDDDD/AISurveyPapers Large Visual Language Model(LVLM), Large Language Model(LLM), Multimodal...	20	Experimental	21	—
100	doublelei/Awesome-Math-LLM A curated list of resources dedicated to Large Language Models (LLMs) for...	20	Experimental	2	—
101	Word2VecT/awesome-AI-NLP-LLM-learning-resources Collect premium resources learning AI/NLP/LLM.	20	Experimental	1	Jupyter Notebook
102	Elite-International/Awesome-LLM awesome llm paper, course and tools	20	Experimental	5	—
103	WaterPistolAI/Awesome-Local-LLM A curated list of resources, libraries, tools, and communities for working...	20	Experimental	10	—
104	Geralt-Targaryen/Awesome-Education-LLM A curated list of LLM researches and applications in education.	20	Experimental	72	—
105	jobsimi/awesome-cognihub-llm-free-apis 😎 Awesome CogniHub free apis powered by large language model(LLM)	19	Experimental	3	—
106	AmanPriyanshu/My-Personal-Model-Picks A curated showcase of small, on-premise models with great utility, enabling...	19	Experimental	1	HTML
107	InfiniteAICreations/awesome-llm-papers 😎 Awesome lists about all kinds of LLM related papers	17	Experimental	1	—
108	galeselee/DVFS_PaperList Energy is a very noticable topic. Dynaimc Voltage and Frequency Scaling is a...	14	Experimental	7	—
109	s2e-lab/llm-education-survey Accepted at 56th SIGCSE TS	14	Experimental	—	TeX
110	OpenMLRL/OpenMLRL.github.io OpenMLRL Navigation Page	13	Experimental	—	HTML
111	AI4Patents/AIPatent_Survey A Survey on Patent Analysis: From NLP to Multimodal AI (ACL 2025)	13	Experimental	—	—
112	JerryYin777/Awesome-MLSys-Blogger The repository has collected a batch of noteworthy MLSys bloggers...	13	Experimental	13	HTML
113	ivavasic/painting-survey This survey is intended for research purposes and involves ranking the...	13	Experimental	—	JavaScript
114	zzlang-c/AutoRelatedWork A GPT-based Tool for Automatic Related Work Generation	12	Experimental	5	Python
115	bansky-cl/ToD-table Record new papers about llm-based task-oriented dialogue system (ToD).	11	Experimental	3	—
116	lmql-lang/awesome-lmql A collection of awesome LMQL programs and tricks.	11	Experimental	3	JavaScript
117	yh-yao/awesome-federated-large-language-models A curated list of resources on Federated Large Language Models (FedLLMs) –...	10	Experimental	1	—
118	alpernkanli/awesome-applied-llms An awesome & curated list of resources for building products around LLMs	10	Experimental	2	—

Comparisons in this category

llm-engineer-toolkit and Awesome-LLM-Resources-List (62 vs 52) Awesome-LLM-for-RecSys and Awesome-Code-LLM (52 vs 49) Awesome-LLM-Resources-List and Awesome-Code-LLM (52 vs 49) awesome-llm and Awesome-Code-LLM (52 vs 49) Awesome-LLM-for-RecSys and awesome-llm-books (52 vs 46) awesome-llm and Awesome-Domain-LLM (52 vs 45) Awesome-LLM-Resources-List and awesome-llm-books (52 vs 46) Awesome-LLM-in-Social-Science and Awesome-LLM-for-RecSys (52 vs 52) Awesome-LLM-Resources-List and Awesome-LLM-for-RecSys (52 vs 52) awesome-local-llm and Awesome-LLM-Resources-List (63 vs 52)