Awesome-LLM-Collections

A curated repository of resources and tools for Large Language Models.

LLMs

LLMs

• Awesome-LLM

Multi-Modal

• Awesome-Multimodal-Large-Language-Models
• Awesome-CV-Foundational-Models
• Awesome-LLMs-for-Video-Understanding
• Evaluation-Multimodal-LLMs-Survey
• VLM-surveys
• Awesome-Multimodal-Papers
• awesome-multimodal-ml
• Awesome-MLLM-Hallucination
• Awesome-Unified-Multimodal
• Awesome-Unified-Multimodal-Models
• Awesome-LLMs-meet-Multimodal-Generation

Time-Series

• Awesome-TimeSeries-SpatioTemporal-LM-LLM
• Awesome-Large-Models-for-Time-Series
• LLM4TS
• awesome-AI-for-time-series-papers

Speech

• speech-trident
• Large-Audio-Models

Multi-Lingual & Translation

• Awesome-LLM-MT
• Awesome-Multilingual-LLM

Code

• Awesome-Code-LLM
• Awesome-Code-LLM

Math

• Awesome-LLM4Math

Agent

• LLM-Agent-Paper-List
• LLMAgentPapers

Diffusion

• awesome-diffusion-categorized
• Awesome-Diffusion-Transformers

Data

• awesome-instruction-dataset
• Awesome-LLMs-Datasets
• LLM4Annotation
• awesome-instruction-selector
• data-selection-survey
• llm-datasets
• fantastic-data-engineering
• data_management_LLM

Training

Instruction-Tuning

• awesome-instruction-learning

Alignment

• Awesome-LLM-Preference-Learning

Post Training

• Awesome-LLM-Post-training

Decoding

• CTGSurvey
• SpeculativeDecodingPapers

Reasoning

O1

• awesome-o1
• Awesome-LLM-Reasoning-Openai-o1-Survey
• Awesome-LLM-Strawberry
• Awesome-LLM-Reasoning
• Awesome-System2-Reasoning-LLM

R1

• awesome-deep-reasoning
• Awesome-RL-based-LLM-Reasoning
• Awesome-RL-based-Reasoning-MLLMs

Test-time Scaling

• Awesome_Test_Time_LLMs
• Awesome-Inference-Time-Scaling
• ICSFSurvey

Else

• Awesome-Code-Reasoning

Efficient LLMs

• Efficient-LLMs-Survey
• Awesome-PEFT-VLM
• awesome-adapter-resources
• Awesome-LLMs-on-device
• Awesome-KV-Cache-Compression
• Awesome-Model-Merging-Methods-Theories-Applications

Miscellaneous

• KnowledgeEditingPapers
• llm-continual-learning-survey
• Awesome-Out-Of-Distribution-Detection
• Awesome-OOD-VLM
• Awesome-LLMs-as-Judges
• Awesome-Jailbreak-on-LLMs