"large-language-models" Awesome Lists
Awesome-Multimodal-Large-Language-Models
:sparkles::sparkles:Latest Advances on Multimodal Large Language Models
chain-of-thought in-context-learning instruction-following instruction-tuning large-language-models large-vision-language-model large-vision-language-models multi-modality multimodal-chain-of-thought multimodal-in-context-learning
16,242 stars
1,055 forks
573 projects
Last updated: 13 Sep 2025
awesome-generative-ai-guide
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
awesome awesome-list generative-ai interview-questions large-language-models llms notebook-jupyter vision-and-language
11,883 stars
2,457 forks
106 projects
Last updated: 27 Apr 2025
awesome-generative-ai
A curated list of modern Generative Artificial Intelligence projects and services
ai artificial-intelligence awesome awesome-list generative-ai generative-art large-language-models llm
10,360 stars
1,173 forks
283 projects
Last updated: 28 Sep 2025
awesome-LLM-resources
🧑🚀 全世界最好的LLM资料总结(语音视频生成、Agent、辅助编程、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型) | Summary of the world's best LLM resources.
awesome-list book course large-language-models llama llm mistral openai qwen rag
6,317 stars
619 forks
540 projects
Last updated: 11 Oct 2025
awesome-pretrained-chinese-nlp-models
Awesome Pretrained Chinese NLP Models,高质量中文预训练模型&大模型&多模态模型&大语言模型集合
bert chinese dataset ernie gpt gpt-2 large-language-models llm multimodel nezha
5,393 stars
506 forks
913 projects
Last updated: 13 Sep 2025
awesome-RLHF
A curated list of reinforcement learning with human feedback resources (continually updated)
deep-learning deep-reinforcement-learning human-feedback large-language-models reinforcement-learning rlhf
4,149 stars
251 forks
257 projects
Last updated: 22 Sep 2025
AI-Infra-from-Zero-to-Hero
🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑💻 Video Tutorials.
ai-infra genai large-language-models llmsys mlsys model-serving model-training
3,205 stars
340 forks
81 projects
Last updated: 20 Aug 2025
learn-ai-engineering
Learn AI and LLMs from scratch using free resources
agentic-ai agents ai deep-learning generative-ai large-language-models llm machine-learning mcp ml
2,459 stars
607 forks
104 projects
Last updated: 17 Sep 2025
awesome-llm-json
Resource list for generating JSON using LLMs via function calling, tools, CFG. Libraries, Models, Notebooks, etc.
awesome-list function-calling gpt-actions large-language-models llm structured-generation
2,142 stars
90 forks
64 projects
Last updated: 23 Sep 2025
awesome-llm-powered-agent
Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...
awesome-list chatgpt embodied-agent embodied-ai foundation-model foundation-models generative-agents generative-ai generative-model generative-models
2,134 stars
172 forks
231 projects
Last updated: 01 Oct 2025
Awesome-LLM-Post-training
Awesome Reasoning LLM Tutorial/Survey/Guide
fine large-language-models post-training reasoning reinforcement-learning scaling
2,086 stars
146 forks
206 projects
Last updated: 03 Oct 2025
LLM4Rec-Awesome-Papers
A list of awesome papers and resources of recommender system on large language model (LLM).
awesome datasets large-language-models llm4rec recommender-system survey
2,044 stars
152 forks
124 projects
Last updated: 19 Sep 2025
KG-LLM-Papers
[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)
awesome awesome-kg awesome-llm awsome-list commonsense gpt knowledge knowledge-graph language-models large-language-models
2,032 stars
148 forks
279 projects
Last updated: 15 Sep 2025
Awesome-LLM-Long-Context-Modeling
📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥
agent awsome-list benchmark blogs compress evaluation large-language-models length-extrapolation llm long-context-modeling
1,727 stars
72 forks
1,398 projects
Last updated: 22 Sep 2025
Awesome-GraphRAG
Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.
graphrag graphrag-paper graphrag-survey knowledge-graph large-language-models rag retrieval-augmented-generation
1,661 stars
153 forks
157 projects
Last updated: 01 Oct 2025
awesome-gpt-prompt-engineering
A curated list of awesome resources, tools, and other shiny things for LLM prompt engineering.
awesome awesome-list awesome-lists awesome-readme awesome-resources chatgpt gpt gpt-3 gpt-35-turbo gpt-4
1,411 stars
155 forks
146 projects
Last updated: 04 Oct 2025
Awesome-LLM-for-RecSys
Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.
awesome large-language-models llm llm4rec llm4rs recommender-systems recsys rs
1,400 stars
79 forks
684 projects
Last updated: 10 Sep 2025
Awesome-LLM-RAG
Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models
embeddings large-language-models llm rag rag-embeddings retrieval-augmented-generation retrieval-information
1,276 stars
74 forks
36 projects
Last updated: 26 Sep 2025
Awesome-Code-LLM
👨💻 An awesome and curated list of best code-LLM for research.
awesome code-generation large-language-models
1,235 stars
71 forks
98 projects
Last updated: 26 Sep 2025
awesome-japanese-llm
日本語LLMまとめ - Overview of Japanese LLMs
foundation-models generative-ai generative-model generative-models japanese japanese-language japanese-language-model japanese-llm language-model language-models
1,232 stars
38 forks
351 projects
Last updated: 02 Oct 2025
Awesome-TimeSeries-SpatioTemporal-LM-LLM
A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.
anomalydetection autoscaling deeplearning forecasting foundation-models large-language-models large-models machinelearning pre-training rca
1,152 stars
86 forks
153 projects
Last updated: 06 Oct 2025
Awesome-Foundation-Models
A curated list of foundation models for vision and language tasks
foundation-models large-language-models multimodal-models transformer-models vision-transformer
1,100 stars
57 forks
276 projects
Last updated: 13 Oct 2025
llm-hallucination-survey
Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models"
awesome-list large-language-models reading-list
1,051 stars
53 forks
220 projects
Last updated: 11 Oct 2025
Awesome-LLM4IE-Papers
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
cross-domain-learning data-augmentation event-arguments event-detection event-extraction few-shot-learning in-context-learning information-extraction knowledge-graph-construction large-language-models
1,006 stars
60 forks
438 projects
Last updated: 08 Sep 2025
Awesome-Language-Model-on-Graphs
A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)
awesome-resources generative-ai graphs large-language-models survey
961 stars
67 forks
159 projects
Last updated: 20 Sep 2025
awesome-llm-role-playing-with-persona
Awesome-llm-role-playing-with-persona: a curated list of resources for large language models for role-playing with assigned personas
agent ai aigc awesome awesome-list character chatgpt conversational-ai deep-learning large-language-models
887 stars
45 forks
168 projects
Last updated: 27 Aug 2025
StarryDivineSky
精选了10K+项目,包括机器学习、深度学习、NLP、GNN、推荐系统、生物医药、机器视觉、前后端开发等内容。Selected more than 10k+ projects, including machine learning, deep learning, NLP, GNN, recommendation system, biomedicine, machine vision, etc. Let more excellent projects be discovered by people. Continue to update! Welcome to star!
awesome awesome-list biomedicine cv data-science deep-learning hacker language-model large-language-models machine-learning
861 stars
125 forks
347 projects
Last updated: 02 Oct 2025
awesome-multimodal-in-medical-imaging
A collection of resources on applications of multi-modal learning in medical imaging.
large-language-models large-multimodal-models medical-imaging medical-report-generation multimodal-deep-learning multimodal-large-language-models multimodal-learning visual-question-answering
823 stars
75 forks
298 projects
Last updated: 12 Sep 2025
Awesome-LLM-Uncertainty-Reliability-Robustness
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
awesome-list calibration chain-of-thought chatgpt gpt-3 gpt-4 hallucination in-context-learning large-language-models llms
779 stars
50 forks
198 projects
Last updated: 28 Aug 2025
Awesome-Papers-Autonomous-Agent
A collection of recent papers on building autonomous agent. Two topics included: RL-based / LLM-based agents.
agent artificial-intelligence autonomous-agent awesome-paper-collection large-language-models machine-learning natural-language-processing reinforcement-learning
716 stars
59 forks
109 projects
Last updated: 30 Aug 2025
Awesome-LLM4RS-Papers
Large Language Model-enhanced Recommender System Papers
awesome-list gpt large-language-models llm papers pre-training prompt-tuning recommender-system survey
704 stars
58 forks
182 projects
Last updated: 31 Aug 2025
awesome-large-audio-models
Collection of resources on the applications of Large Language Models (LLMs) in Audio AI.
audio-ai audio-processing automatic-speech-recognition foundational-models large-audio-models large-language-model-speech large-language-models music-ai music-information-retrieval music-processing
692 stars
43 forks
94 projects
Last updated: 04 Sep 2025
Awesome-RAG
😎 Awesome list of Retrieval-Augmented Generation (RAG) applications in Generative AI.
artificial-intelligence generative-ai large-language-models machine-learning retrieval-augmented-generation
649 stars
37 forks
95 projects
Last updated: 23 Sep 2025
Awesome-Efficient-Reasoning-LLMs
[TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models
efficiency large-language-models large-reasoning-models
623 stars
27 forks
196 projects
Last updated: 27 Sep 2025
Awesome-Scientific-Language-Models
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery (EMNLP'24)
ai4science awesome-resources large-language-models scientific-text-mining survey
609 stars
33 forks
297 projects
Last updated: 24 Sep 2025
LM-reasoning
This repository contains a collection of papers and resources on Reasoning in Large Language Models.
artificial-intelligence awesome-list chain-of-thought chatgpt deductive-reasoning gpt-3 human-intelligence in-context-learning language-modeling language-models
564 stars
36 forks
69 projects
Last updated: 11 Aug 2025
Awesome-KV-Cache-Compression
📰 Must-read papers on KV Cache Compression (constantly updating 🤗).
awesome-list large-language-models papers
543 stars
13 forks
158 projects
Last updated: 26 Sep 2025
Awesome-Model-Merging-Methods-Theories-Applications
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.
attack-defense continual-learning diffusion-models ensemble-learning federated-learning few-shot-learning foundation-models generalization generative-model knowledge-fusion
530 stars
27 forks
632 projects
Last updated: 14 Sep 2025
Awesome-LLMs-meet-Multimodal-Generation
🔥🔥🔥 A curated list of papers on LLMs-based multimodal generation (image, video, 3D and audio).
aigc large-language-models large-vision-language-models llm lvlm mllm multimodal-generation multimodal-large-language-models multimodal-models multimodality
506 stars
29 forks
1,471 projects
Last updated: 02 Sep 2025
awesome-instruction-learning
Papers and Datasets on Instruction Tuning and Following. ✨✨✨
awesome-list datasets in-context-learning instruction instruction-learning instruction-tuning large-language-models paper-list pretrained-language-model prompt
499 stars
24 forks
177 projects
Last updated: 21 Aug 2025
awesome-knowledge-driven-AD
A curated list of awesome knowledge-driven autonomous driving (continually updated)
autonomous-driving knowledge-driven large-language-models vision-language-model
474 stars
25 forks
140 projects
Last updated: 16 Sep 2025
awesome-llms-fine-tuning
Explore a comprehensive collection of resources, tutorials, papers, tools, and best practices for fine-tuning Large Language Models (LLMs). Perfect for ML practitioners and researchers!
ai awesome-list deep-learning fine-tuning gpt large-language-models llms machine-learning nlp transformers
472 stars
62 forks
181 projects
Last updated: 26 Sep 2025
LLM-Planning-Papers
Must-read Papers on Large Language Model (LLM) Planning.
awesome-list large-language-models llm paper-list papers planning review survey
426 stars
21 forks
38 projects
Last updated: 02 Sep 2025
Awesome-LLM-Tabular
Awesome-LLM-Tabular: a curated list of Large Language Model applied to Tabular Data
awesome large-language-models tabular-data
414 stars
31 forks
59 projects
Last updated: 30 Sep 2025
awesome-llm-survey
An Awesome Collection for LLM Survey
awesome-list large-language-models llm nlp survey
374 stars
35 forks
143 projects
Last updated: 29 Jul 2025
awesome-MLSecOps
A curated list of MLSecOps tools, articles and other resources on security applied to Machine Learning and MLOps systems.
awesome cloud data-poisoning devsecops exploit large-language-models llm machine-learning machine-learning-security mlops
370 stars
59 forks
190 projects
Last updated: 15 Sep 2025
Awesome-LLM-Prompt-Optimization
Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models
evolution-strategies large-language-models llm-optimization llm-optimizer llms optimization prompt prompt-learning prompt-optimization prompt-tuning
364 stars
16 forks
43 projects
Last updated: 29 Aug 2025
Awesome-Medical-Large-Language-Models
Curated papers on Large Language Models in Healthcare and Medical domain
large-language-models large-vision-language-models multimodal-large-language-models
356 stars
43 forks
45 projects
Last updated: 22 Sep 2025
Awesome-Multimodal-LLM
Research Trends in LLM-guided Multimodal Learning.
in-context-learning instruction-tuning large-language-models llm multimodal multimodal-large-language-models multimodal-learning parameter-efficient-learning parameter-efficient-tuning
355 stars
16 forks
38 projects
Last updated: 08 Sep 2025
awesome-llm4graph-papers
[KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"
fundation-models graph-algorithms graph-fundation-models graph-neural-networks graph-representation-learning large-language-models
342 stars
14 forks
63 projects
Last updated: 25 Sep 2025
awesome-rag
A curated list of retrieval-augmented generation (RAG) in large language models
awesome-list awesome-resources embeddings large-language-models llm rag rag-model retrieval-augmented retrieval-augmented-generation retrieval-systems
313 stars
25 forks
57 projects
Last updated: 15 Sep 2025
Awesome-Multimodal-LLM-Autonomous-Driving
[WACV 2024 Survey Paper] Multimodal Large Language Models for Autonomous Driving
autonomous-car autonomous-driving autonomous-vehicles foundation-models large-language-models multimodal multimodal-large-language-models self-driving vision-language-model vision-transformer
293 stars
14 forks
53 projects
Last updated: 19 Aug 2025
awesome-large-graph-model
Papers about large graph models.
awesome-list graph-foundation-model graph-neural-networks large-language-models
283 stars
17 forks
87 projects
Last updated: 01 Sep 2025
Awesome-Code-Intelligence
Neural Code Intelligence Survey 2024; Reading lists and resources
code-generation large-language-models
269 stars
13 forks
60 projects
Last updated: 22 Sep 2025
Awesome-Foundation-Models-for-Weather-and-Climate
A comprehesive survey about foundation models for weather and cliamte data understanding.
ai4earth ai4science climate climate-change dataset deep-learning foundation-models large-language-models largemodel machine-learning
252 stars
34 forks
184 projects
Last updated: 09 Sep 2025
Awesome-LLM-Healthcare
The paper list of the review on LLMs in medicine - "Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review".
agent awesome awesome-list healthcare large-language-models llm medical medicine review survey
251 stars
26 forks
128 projects
Last updated: 24 Aug 2025
Awesome-Machine-Generated-Text
Continuously updated list of related resources for generative LLMs like GPT and their analysis and detection.
ai-generated awesome chatgpt detection large-language-models llm machine-generated-text paper-list
224 stars
14 forks
651 projects
Last updated: 29 Aug 2025
awesome-llm-courses
A curated list of awesome online courses about Large Langage Models (LLMs)
awesome awesome-list courses large-language-models llm llms natural-language-processing nlp online-courses
223 stars
18 forks
162 projects
Last updated: 04 Oct 2025
awesome-snn
🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.
attention awesome-list bindsnet brain braincog chatgpt event-camera large-language-models object-detection snn
207 stars
18 forks
118 projects
Last updated: 19 Sep 2025
AwesomeLLM4APR
A Systematic Literature Review on Large Language Models for Automated Program Repair
awesome large-language-models program-repair software-engineering
199 stars
16 forks
175 projects
Last updated: 02 Sep 2025
Awesome-Efficient-AIGC
A list of papers, docs, codes about efficient AIGC. This repo is aimed to provide the info for efficient AIGC research, including language and vision, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
aigc awesome diffusion-models distillation efficient-deep-learning generative-model large-language-models llm model-compression model-quantization
193 stars
11 forks
266 projects
Last updated: 12 Sep 2025
Awesome-LLM-Reasoning-with-NeSy
✨✨Latest Advances on Neuro-Symbolic Learning in the era of Large Language Models
artificial-intelligence awesome deepseek-r1 embodied-ai first-order-logic gpt-4o knowledge-graph large-language-models llm-agent logic-programming
162 stars
9 forks
245 projects
Last updated: 08 Oct 2025
GPA-LM
This repo is a live list of papers on game playing and large multimodality model - "A Survey on Game Playing Agents and Large Models: Methods, Applications, and Challenges".
agent-framework agents ai awesome-list gameai gameplay games gcc general-computer-control generative-ai
153 stars
7 forks
126 projects
Last updated: 22 Aug 2025
Awesome-Human-Agent-Collaboration-Interaction-Systems
LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey | Awesome Human-Agent Collaboration | Human-AI Collaboration
agent awesome-list human-agent human-agent-collaboration human-agent-interaction human-agent-systems human-ai-collaboration human-ai-systems large-language-models llm
141 stars
5 forks
268 projects
Last updated: 24 Sep 2025
awesome-ai-tools
🔴 VERY LARGE AI TOOL LIST! 🔴 Curated list of AI Tools - Updated September 2025
ai ai-innovation ai-research chatgpt claude-ai datascience deep-learning-tutorial deepseek generative-ai gpt4o
141 stars
57 forks
598 projects
Last updated: 26 Sep 2025
Awesome-Resource-Efficient-LLM-Papers
a curated list of high-quality papers on resource-efficient LLMs 🌱
efficient-deep-learning generative-ai large-language-models machine-learning machine-learning-systems resource-efficient survey
140 stars
8 forks
206 projects
Last updated: 28 Sep 2025
awesome-refreshing-llms
EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.
awesome-list continual-learning knowledge-editing large-language-models llm llms natural-language-processing nlp paper pretrained-language-model
134 stars
11 forks
118 projects
Last updated: 11 Jul 2025
awesome-mixture-of-experts-papers
Survey: A collection of AWESOME papers and resources on the latest research in Mixture of Experts.
awesome computer-vision deep-learning large-language-models llm machine-learning mixture-of-experts rec recsys
133 stars
4 forks
74 projects
Last updated: 10 Sep 2025
awesome-llm-os
A curated list of awesome resources, tools, research papers, and projects related to the concept of Large Language Model Operating Systems (LLM-OS).
agent awesome awesome-list computer-use large-language-model large-language-models llm llm-os llmos natural-language-processing
132 stars
8 forks
38 projects
Last updated: 04 Sep 2025
Awesome-Large-Search-Models
Awesome-Large-Search-Models is a collection of papers and resources (Methods, Datasets and other resources) about awesome agentic search (Large search models).
agentic-ai awesome deep-learning large-language-models large-reasoning-models reinforcement-learning reinforcement-learning-algorithms search search-engine survey
119 stars
4 forks
33 projects
Last updated: 15 Sep 2025
awesome-object-detection-datasets
A collection of some awesome public object detection and recognition datasets.
aerial-imagery autonomous-driving awesome-list chatgpt coco dataset datasets infrared large-language-models llm
117 stars
9 forks
143 projects
Last updated: 23 Sep 2025
awesome-ai-models
A curated list of top AI models and LLMs
ai ai-model ai-models altern awesome awesome-ai awesome-list large-language-models llms machine-learning
108 stars
12 forks
63 projects
Last updated: 25 Sep 2025
awesome-data-contamination
The Paper List on Data Contamination for Large Language Models Evaluation.
awesome-list data-contamination evaluation foundation-models large-language-models llm paper-list pre-trained-language-models pre-trained-model
100 stars
4 forks
200 projects
Last updated: 30 Sep 2025
awesome-language-model-analysis
This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers in this list investigate the learning behavior, generalization ability, and other properties of language models through theoretical analysis, empirical analysis, or a combination of both.
ai analysis analytics awesome chatgpt deep-learning generative-ai large-language-models llm nlp
87 stars
1 forks
644 projects
Last updated: 13 Aug 2025
Awesome-AIGC-Research-Groups
A Collection of AIGC Research Groups
3d 3d-generation aigc awesome computer-vision cvpr deep deep-learning diffusion-models gan-models
80 stars
7 forks
114 projects
Last updated: 28 Aug 2025
awesome-llm
Awesome series for Large Language Model(LLM)s
ai awesome awesome-list bard bert chatgpt gpt gpt3 hyperparameters large-language-models
79 stars
5 forks
96 projects
Last updated: 18 Jun 2025
awesome-ai-papers
This repository is used to collect papers and code in the field of AI.
ai ai-agents algorithms artificial-intelligence awesome-lists computer-vision cv deep-learning diffusion-models gnn
74 stars
6 forks
1,435 projects
Last updated: 02 Oct 2025
awesome-token-merge-for-mllms
A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.
large-language-models llama llava multimodal-large-language-models nlp token-drop token-merging vicuna vision-transformer
71 stars
0 forks
91 projects
Last updated: 30 Sep 2025
Awesome-LLM-Empathy
Papers list of empathy in LMs: theory, modeling, systems, emotion, evaluation.
ai-for-social-good awesome-list emotional-ai emotional-support empathetic-ai empathetic-dialogues empathetic-responses empathy empathyai large-language-models
70 stars
2 forks
56 projects
Last updated: 22 Sep 2025
Awesome-Multimodal-LLM
Reading list for Multimodal Large Language Models
awesome-list computer-vision large-language-models machine-learning multimodal-large-language-models multimodal-machine-learning natural-language-processing paper-list vision-language-model
68 stars
7 forks
60 projects
Last updated: 03 Jul 2025
Awesome-Google-Gemini-AI
Gemini AI, Google's latest and greatest, surpasses its predecessor, even outshining GPT-4. It's the newest iteration in Google's lineup of AI models, excelling in various tasks. With Nano, Pro, and the upcoming Ultra versions, it's designed for diverse user needs.
ai artifical-intelligense bard chatgpt gemini gemini-ai google google-ai google-gemini gpt-4
66 stars
8 forks
134 projects
Last updated: 22 Aug 2025
awesome-mllm-uncertainty
✨A curated list of papers on the uncertainty in multi-modal large language model (MLLM).
large-language-models large-vision-language-models large-vision-models mllm multi-modal uncertainty uncertainty-estimation uncertainty-quantification
53 stars
0 forks
124 projects
Last updated: 22 Aug 2025
awesome-llmops
Awesome series for LLMOps
bard deep-learning feature-engineering gpt large-language-models llm llmops machine-learning mlops nlp
47 stars
7 forks
51 projects
Last updated: 03 Aug 2025
Awesome-LLM-based-Text2SQL
[TKDE2025] Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on large language model-based text-to-SQL.
awesome awesome-text-to-sql awesome-text2sql database large-language-models llms natual-language-processing natural-language-understanding nl2sql survey
41 stars
6 forks
116 projects
Last updated: 20 Sep 2025
awesome-mixture-of-experts
Awesome Mixture of Experts (MoE): A Curated List of Mixture of Experts (MoE) and Mixture of Multimodal Experts (MoME)
artificial-intelligence expert-network foundation-models gating-network large-language-model large-language-models large-vision-language-models llms llms-benchmarking llms-reasoning
38 stars
4 forks
60 projects
Last updated: 01 Sep 2025
awesome-large-vision-language-model
Awesome Large Vision-Language Model: A Curated List of Large Vision-Language Model
artificial-general-intelligence artificial-intelligence computer-vision deep-learning foundation-models general-artificial-intelligence large-language-models large-vision-language-model large-vision-language-models machine-learning
38 stars
4 forks
51 projects
Last updated: 28 Sep 2025
awesome-mojo-max-mlir
A collection of some awesome public MAX platform, Mojo programming language and Multi-Level IR Compiler Framework(MLIR) projects.
awesome basalt chris-lattner cpp cuda large-language-models llama llama3 llm llvm
38 stars
0 forks
181 projects
Last updated: 04 Sep 2025
Awesome-Multimodal-Reasoning
Latest Advances on (RL based) Multimodal Reasoning and Generation in Multimodal Large Language Models
chain-of-thought cot image-generation image-reasoning image-understanding large-language-models llm lvlm mllm multimodal-learning
36 stars
0 forks
207 projects
Last updated: 10 Sep 2025
awesome-data-efficient-llm
A list of data-efficient and data-centric LLM (Large Language Model) papers. Our Survey Paper: Towards Efficient LLM Post Training: A Data-centric Perspective
data-centric data-centric-ai data-centric-machine-learning data-efficient efficient large-language-models llm
35 stars
4 forks
215 projects
Last updated: 15 Aug 2025
awesome-llms
🤓 A collection of AWESOME structured summaries of Large Language Models (LLMs)
ai-models awesome awesome-list knowledge-graph large-language-models llms structured-data structured-text
29 stars
3 forks
89 projects
Last updated: 30 Aug 2025
awesome-parametric-knowledge-in-llms
Must-read papers and blogs about parametric knowledge mechanism in LLMs.
awesome knowledge large-language-models llms papers parametric-analysis prompt prompt-engineering survey
23 stars
0 forks
103 projects
Last updated: 24 Sep 2025
prompt-engineers-atlas
A Collection of useful Prompt-Engineering Technics & Resources
ai-idea ai-tools ai-tools-list awesome-list awesome-lists large-language-models llm llms prompt-engineering prompts
23 stars
2 forks
36 projects
Last updated: 02 Oct 2025
Awesome-LLM-Productization
Awesome-LLM-Productization: a curated list of tools/tricks/news/regulations about AI and Large Language Model (LLM) productization
ai awesome awesome-list large-language-models llm llm-inference llm-serving llmops machine-learning mlops
23 stars
4 forks
53 projects
Last updated: 10 Aug 2025
awesome-awesome-llm
awesome LLM papers! 🚀 🚀 🚀
awesome awesome-list large-language-models llm papers
21 stars
2 forks
137 projects
Last updated: 01 Sep 2025
awesome-continual-leaning-with-ptms
This is a curated list of "Continual Learning with Pretrained Models" research.
adapters awesome continual-learning diffusion-models embodied-ai large-language-models mixture-of-experts parameter-efficient-tuning pretrained-models prompt-tuning
18 stars
0 forks
247 projects
Last updated: 03 Jun 2025
awesome-julia-list
A collection of some awesome public Julia programming language projects.
aigc awesome chatgpt cuda data-visualization deep-learning differential-equations flux julia large-language-models
18 stars
0 forks
42 projects
Last updated: 07 Sep 2025
awesome-transformer-visualization
Explore visualization tools for understanding Transformer-based large language models (LLMs)
attention-mechanism awesome bert explainable-ai gemma interactive interactive-visualizations large-language-models llm mechanistic-interpretability
17 stars
1 forks
30 projects
Last updated: 26 Sep 2025
awesome-ai
A curated list of modern Artificial Intelligence projects, tools, and services
ai artificial-intelligence awesome awesome-list generative-adversarial-network generative-ai generative-art large-language-models llm
15 stars
6 forks
243 projects
Last updated: 16 Mar 2025
awesome-semantic-textual-similarity
Awesome Semantic Textual Similarity: a curated list of Semantic Textual Similarity in Large Language Models and NLP
foundation-models large-language-models prompt-engineering prompt-similarity prompt-toolkit semantic-preserving-transformation semantic-similarity semantic-similarity-measures semantic-textual-similarity
13 stars
0 forks
51 projects
Last updated: 19 Jul 2025
awesome-ml
List of interesting links about ML Algorithms, Data Science, Network Analysis, and others.
data-science deep-learning large-language-models llm machine-learning
12 stars
0 forks
35 projects
Last updated: 26 Jul 2024