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 120 llm research curation tools tracked. 4 score above 50 (established tier). The highest-rated is KalyanKS-NLP/llm-engineer-toolkit at 62/100 with 9,884 stars. 4 of the top 10 are actively maintained.

Get all 120 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	KalyanKS-NLP/llm-engineer-toolkit A curated list of 120+ LLM libraries category wise.	62	Established	9,884	—
2	yzhao062/anomaly-detection-resources Anomaly detection related books, papers, videos, and toolboxes. Last update...	61	Established	9,200	Python
3	rafska/awesome-local-llm A curated list of awesome platforms, tools, practices and resources that...	57	Established	1,317	—
4	llm-jp/awesome-japanese-llm 日本語LLMまとめ - Overview of Japanese LLMs	52	Established	1,351	TypeScript
5	InftyAI/Awesome-LLMOps 🎉 An awesome & curated list of best LLMOps tools.	49	Emerging	215	Python
6	ilsilfverskiold/Awesome-LLM-Resources-List A Curated Collection of resources for applied AI engineering (work in progress).	49	Emerging	502	Python
7	codefuse-ai/Awesome-Code-LLM [TMLR] A curated list of language modeling researches for code (and other...	46	Emerging	3,258	—
8	XiaomingX/awesome-llm Awesome-LLM: a curated list of Large Language Model.🔥 大型语言模型（LLM）已经席卷了...	45	Emerging	59	Python
9	CHIANGEL/Awesome-LLM-for-RecSys Survey: A collection of AWESOME papers and resources on the large language...	45	Emerging	1,519	—
10	ValueByte-AI/Awesome-LLM-in-Social-Science Awesome papers involving LLMs in Social Science.	45	Emerging	595	—
11	eugeneyan/open-llms 📋 A list of open LLMs available for commercial use.	45	Emerging	12,668	—
12	junchenzhi/Awesome-LLM-Ensemble A curated list of Awesome-LLM-Ensemble papers for the survey "Harnessing...	44	Emerging	205	HTML
13	RUC-NLPIR/LLM4IR-Survey This is the repo for the survey of LLM4IR.	40	Emerging	532	—
14	bilalonur/awesome-llm-os A curated list of awesome resources, tools, research papers, and projects...	40	Emerging	157	—
15	wxl1999/PLMPapers A paper list of pre-trained language models (PLMs).	39	Emerging	82	—
16	GeminiLight/awesome-ai-llm4education Awesome artificial intelligence (AI) and large language model (LLM) for...	39	Emerging	171	Jupyter Notebook
17	av/awesome-llm-services A list of self-hostable LLM services	39	Emerging	83	TypeScript
18	Jason2Brownlee/awesome-llm-books Awesome LLM Books: Curated list of books on Large Language Models	39	Emerging	1,698	—
19	YerbaPage/Awesome-Repo-Level-Code-Generation Must-read papers on Repository-level Code Generation & Issue Resolution 🔥	38	Emerging	263	—
20	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。	38	Emerging	2,569	—
21	metame-ai/awesome-llm-plaza awesome llm plaza: daily tracking all sorts of awesome topics of llm, e.g....	37	Emerging	214	—
22	RUCAIBox/LLMSurvey The official GitHub page for the survey paper "A Survey of Large Language Models".	37	Emerging	12,119	Python
23	Emo-gml/Awesome-Mental-Health-LLMs From Pattern Recognizers to Personalized Companions: A Survey of Large...	36	Emerging	64	—
24	imaurer/awesome-llm-json Resource list for generating JSON using LLMs via function calling, tools,...	35	Emerging	2,168	—
25	huybery/Awesome-Code-LLM 👨‍💻 An awesome and curated list of best code-LLM for research.	35	Emerging	1,282	—
26	lyy1994/awesome-data-contamination The Paper List on Data Contamination for Large Language Models Evaluation.	35	Emerging	110	—
27	primaprashant/llms-in-production 📚 Curated collection of engineering blogs detailing real-world applications...	35	Emerging	107	—
28	chrisliu298/awesome-on-policy-distillation A curated collection of papers, technical reports, frameworks, and tools for...	35	Emerging	1	—
29	BenchGecko/awesome-llm-benchmarks A curated list of LLM and AI model benchmarks, datasets, and leaderboards	35	Emerging	1	—
30	yuzhimanhua/Awesome-Scientific-Language-Models A Comprehensive Survey of Scientific Large Language Models and Their...	35	Emerging	644	—
31	wikit-ai/awesome-llm-courses A curated list of awesome online courses about Large Langage Models (LLMs)	34	Emerging	260	—
32	mingze-yuan/Awesome-LLM-Healthcare The paper list of the review on LLMs in medicine - "Large Language Models...	34	Emerging	263	—
33	InfiniteAICreations/awesome-llm-projects 😎 A list of awesome projects related to LLM	34	Emerging	69	—
34	JhCircle/Awesome-LLM-Empathy Papers list of empathy in LMs: theory, modeling, systems, emotion, evaluation.	34	Emerging	88	—
35	qianlima-lab/awesome-lifelong-llm-agent TPAMI 2026 \| This repository collects awesome survey, resource, and paper...	33	Emerging	284	Python
36	for-the-zero/Free-LLM-Collection 免费大模型API合集 / Free LLM api Collection	33	Emerging	119	—
37	KennethanCeyer/awesome-llmops Awesome series for LLMOps	33	Emerging	51	—
38	JackYFL/awesome-VLLMs This repository collects papers on VLLM applications. We will update new...	33	Emerging	207	—
39	QiushiSun/Awesome-Code-Intelligence Neural Code Intelligence Survey 2024-25; Reading lists and resources	32	Emerging	281	—
40	Neph0s/awesome-llm-role-playing-with-persona Awesome-llm-role-playing-with-persona: a curated list of resources for large...	32	Emerging	993	—
41	KennethanCeyer/awesome-llm Awesome series for Large Language Model(LLM)s	31	Emerging	88	—
42	WindyLab/LLM-RL-Papers Monitoring recent cross-research on LLM & RL on arXiv for control. If there...	31	Emerging	545	—
43	MigoXLab/awesome-data-quality A comprehensive collection of data quality resources, tools, papers, and...	31	Emerging	25	—
44	Yijia-Xiao/Protein-LLM-Survey Large Language Models in Protein: A Comprehensive Survey	31	Emerging	176	—
45	timothywarner-org/multimodal-ai Multimodal AI: How Machines Learn to See, Hear, and Understand Together	31	Emerging	5	—
46	patrick-tssn/Awesome-Colorful-LLM Recent advancements propelled by large language models (LLMs), encompassing...	30	Emerging	123	—
47	glgh/awesome-llm-human-preference-datasets A curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval.	30	Emerging	387	—
48	oscinis-com/Awesome-LLM-Productization Awesome-LLM-Productization: a curated list of tools/tricks/news/regulations...	29	Experimental	23	—
49	tongyx361/Awesome-LLM4Math Curation of resources for LLM mathematical reasoning, most of which are...	29	Experimental	152	—
50	HICAI-ZJU/Scientific-LLM-Survey Scientific Large Language Models: A Survey on Biological & Chemical Domains	29	Experimental	353	—
51	tiingweii-shii/Awesome-Resource-Efficient-LLM-Papers a curated list of high-quality papers on resource-efficient LLMs 🌱	29	Experimental	158	—
52	HqWu-HITCS/Awesome-LLM-Survey An Awesome Collection for LLM Survey	28	Experimental	387	—
53	MIBlue119/awesome-llama-resources just collections about Llama2	27	Experimental	44	—
54	yubol-bobo/Awesome-Multi-Turn-LLMs This is the official GitHub repository for our survey paper "Beyond...	27	Experimental	177	—
55	chrisliu298/awesome-representation-engineering A resource repository for representation engineering in large language models	26	Experimental	149	—
56	quqxui/Awesome-LLM4IE-Papers Awesome papers about generative Information Extraction (IE) using Large...	26	Experimental	1,055	—
57	johnnyhwu/Awesome-LLM-Tabular Awesome-LLM-Tabular: a curated list of Large Language Model applied to Tabular Data	26	Experimental	422	—
58	falcon-xu/early-exit-papers A curated list of early exiting (LLM, CV, NLP, etc)	26	Experimental	71	—
59	KAIWEILIUCC/Awesome-LLM-IoT-Papers A collection of papers on LLM applications in the IoT field.	26	Experimental	17	—
60	kcxain/Awesome-LLM4Kernel LLM4Kernel: A Survey of Large Language Models for GPU Kernel Development	26	Experimental	50	—
61	guanwei49/DABL DABL: Detecting Semantic Anomalies in Business Processes Using Large Language Models	25	Experimental	6	Python
62	CYBIRD-D/FREE-LLM-API-Provider This is a list of free LLM provider resources accessible via API. Including...	25	Experimental	21	—
63	hrwise-nlp/Survey-Evolution-DS This is the repo which record the evolution of LM-based dialogue system....	25	Experimental	63	—
64	Alab-NII/Awesome-SciLM Pre-trained Language Model for Scientific Text	25	Experimental	45	—
65	alternbits/awesome-ai-models A curated list of top AI models and LLMs	25	Experimental	136	—
66	jobsimi/awesome-llm-free-apis 😎 Awesome lists about free apis powered by large language model(LLM)	24	Experimental	3	—
67	JJayasri/Awesome-AI-Resources-List Here you get to see free AI Learning Materials across the world	24	Experimental	28	—
68	kesimeg/awesome-turkish-language-models A curated list of Turkish AI models, datasets, papers	24	Experimental	73	—
69	KylinC/Awesome-Awesome-LLM awesome LLM papers！ 🚀 🚀 🚀	24	Experimental	35	—
70	ICTMCG/Awesome-Machine-Generated-Text Continuously updated list of related resources for generative LLMs like GPT...	24	Experimental	231	—
71	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	24	Experimental	164	—
72	puneet-chandna/awesome-llm-papers Your one-stop destination for the latest LLM research papers and breakthroughs	24	Experimental	12	Python
73	architectpub/large-model A list of almost all LMs (large model),include LLMs	23	Experimental	6	—
74	jack-chaudier/dreams Public showcase for the MirageKit research program: papers, replay...	23	Experimental	1	TeX
75	luban-agi/Awesome-Tool-Learning A curated list of papers and applications on tool learning.	23	Experimental	124	—
76	h1alexbel/awesome-social-program-analysis Curated list of academic papers on Social Program Analysis	23	Experimental	5	—
77	iSEngLab/AwesomeLLM4SE [SCIS 2025] A Survey on Large Language Models for Software Engineering	23	Experimental	313	—
78	zzz47zzz/awesome-lifelong-learning-methods-for-llm [ACM Computing Surveys 2025] This repository collects awesome survey,...	23	Experimental	162	—
79	Turbo31150/awesome-local-ai Curated list of local AI tools — LLMs, embeddings, Whisper, vision \| Run...	23	Experimental	1	—
80	tongyx361/Awesome-LLM-Research Curation of resources for LLM research, screened by @tongyx361 to ensure...	22	Experimental	63	—
81	thaoshibe/awesome-personalized-lmms A curated list of Awesome Personalized Large Multimodal Models resources	22	Experimental	56	—
82	MinSiThu/Multilanguage-RolePlay-Datasets Role Play Datasets in Multilanguages	22	Experimental	7	—
83	ristponex/awesome-glm-5 🧠 Awesome GLM-5 — Everything about Zhipu AI's 744B open-source MoE model and...	22	Experimental	—	—
84	andreahlert/awesome-llmops A curated list of awesome LLMOps tools, platforms, and resources for...	22	Experimental	—	—
85	isaac-6/geometric-latent-biopsy LatentBiopsy: Geometric Anomaly Detection for LLM Residual Streams.	22	Experimental	—	Python
86	Bigmacman40879/awesome-llm-project 😎 A list of awesome projects related to LLM	22	Experimental	—	—
87	cingtiye/Awesome-Open-domain-Dialogue-Models Awesome Open-domain Dialogue Models，高质量开放域对话模型集合	22	Experimental	36	—
88	Xiaohao-Xu/Customizable-VLM [CSCWD 2025, Best Student Paper] Customizing Visual-Language Foundation...	22	Experimental	29	Python
89	llm-misinformation/llm-misinformation-survey Paper list for the survey "Combating Misinformation in the Age of LLMs:...	22	Experimental	106	—
90	AGI-Edgerunners/LLM-Planning-Papers Must-read Papers on Large Language Model (LLM) Planning.	22	Experimental	435	—
91	Quester-one/Awesome-LLM-Planning This repository contains a collection of the most influential papers, and...	22	Experimental	47	—
92	HqWu-HITCS/Awesome-Personalized-LLM This repo aims to record resource of role-playing abilities in LLMs,...	21	Experimental	139	—
93	jie-jw-wu/Survey-CodeLLM4LowResource-DSL A Survey on LLM-based Code Generation for Low-Resource and Domain-Specific...	21	Experimental	15	—
94	MLGroup-JLU/LLM-data-aug-survey The official GitHub page for the survey paper "A Survey on Data Augmentation...	20	Experimental	132	—
95	nntrn/system-outliers Deviance classification	20	Experimental	1	—
96	MLSys-Learner-Resources/Awesome-MLSys-Blogger The repository has collected a batch of noteworthy MLSys bloggers...	19	Experimental	327	HTML
97	lujainibrahim/llm-roleplaying-experts This repository contains the data and code to support the paper Comparing...	19	Experimental	5	Jupyter Notebook
98	IvoPereira/awesome-straico 🏆 A curated list of awesome Straico resources, tools, articles and more.	19	Experimental	10	—
99	Martovark/awesome-tiny-machine-learning Curated collection of github projects with tiny code base	18	Experimental	6	—
100	a-kostikova/LLLMs-Survey The GitHub page for the survey paper "LLLMs: A Data-Driven Survey of...	17	Experimental	4	Python
101	jd-coderepos/awesome-llms 🤓 A collection of AWESOME structured summaries of Large Language Models (LLMs)	17	Experimental	30	Python
102	koalazf99/Awesome-DataCentric-LLM Trending projects & awesome papers about data-centric llm studies.	16	Experimental	40	—
103	Word2VecT/awesome-AI-NLP-LLM-learning-resources Collect premium resources learning AI/NLP/LLM.	16	Experimental	1	Jupyter Notebook
104	salameaz/Evaluation-of-the-code-quality-generated-by-Generative-AI This is the repository of the all of the data used in the paper "Evaluation...	16	Experimental	1	Python
105	eunomia-bpf/code-survey Understand the evolution in Large software systems with LLM	16	Experimental	35	Python
106	Masoudjafaripour/FM_RL_Survey A repo for survey paper "The Evolving Landscape of LLM- and VLM-Integrated...	15	Experimental	7	—
107	vicgalle/awesome-rlaif A curated and updated list of relevant articles and repositories on...	14	Experimental	12	—
108	OpenMLRL/OpenMLRL.github.io OpenMLRL Navigation Page	14	Experimental	—	HTML
109	Elite-International/Awesome-LLM awesome llm paper, course and tools	13	Experimental	5	—
110	doublelei/Awesome-Math-LLM A curated list of resources dedicated to Large Language Models (LLMs) for...	13	Experimental	2	—
111	Geralt-Targaryen/Awesome-Education-LLM A curated list of LLM researches and applications in education.	13	Experimental	72	—
112	CharlieDDDD/AISurveyPapers Large Visual Language Model(LVLM), Large Language Model(LLM), Multimodal...	13	Experimental	21	—
113	WaterPistolAI/Awesome-Local-LLM A curated list of resources, libraries, tools, and communities for working...	13	Experimental	10	—
114	jobsimi/awesome-cognihub-llm-free-apis 😎 Awesome CogniHub free apis powered by large language model(LLM)	12	Experimental	3	—
115	s2e-lab/llm-education-survey Accepted at 56th SIGCSE TS	12	Experimental	—	TeX
116	AmanPriyanshu/My-Personal-Model-Picks A curated showcase of small, on-premise models with great utility, enabling...	12	Experimental	1	HTML
117	basicv8vc/SSL-RL-Papers A curated collection of papers combining Self-Supervised Learning (SSL) with...	11	Experimental	—	—
118	ivavasic/painting-survey This survey is intended for research purposes and involves ranking the...	11	Experimental	—	JavaScript
119	AI4Patents/AIPatent_Survey A Survey on Patent Analysis: From NLP to Multimodal AI (ACL 2025)	11	Experimental	—	—
120	InfiniteAICreations/awesome-llm-papers 😎 Awesome lists about all kinds of LLM related papers	10	Experimental	1	—

Comparisons in this category

llm-engineer-toolkit and Awesome-LLM-Resources-List (62 vs 49) Awesome-LLM-Resources-List and awesome-llm-books (49 vs 39) awesome-local-llm and Awesome-LLM-Resources-List (57 vs 49) awesome-llm and awesome-llm-books (45 vs 39) awesome-local-llm and Awesome-LLMOps (57 vs 49) awesome-local-llm and awesome-llm-os (57 vs 40) awesome-local-llm and awesome-llm-services (57 vs 39) Awesome-LLM-Resources-List and awesome-llm (49 vs 45) awesome-llm and awesome-llm-os (45 vs 40)