awesome-llm
Large Language Models (LLMs): GPT, Claude, Llama, Gemini, fine-tuning, RAG, prompt engineering, and AI agents for GenAI apps.
https://github.com/umitkacar/awesome-llm
Last synced: 1 day ago
JSON representation
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🔥 2024-2025 Trending Models
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🚀 Specialized Models
- RWKV - Linear complexity RNN with 14B parameters ⭐ 12K+
- Mamba - State space models for efficient long-range dependencies ⭐ 15K+
- s1 Reasoning - Test-time scaling optimization
- Qwen2.5-VL - Vision-Language understanding ⭐ 8K+
- LLaVA - Large Language and Vision Assistant ⭐ 20K+
- CogVLM - Visual expert for cognitive tasks ⭐ 6K+
- BLIP-2 - Bootstrapping language-image pre-training ⭐ 10K+
- CodeLlama - Meta's code-specialized model ⭐ 16K+
- StarCoder2 - Next-gen code model ⭐ 8K+
- WizardCoder - Evol-Instruct for coding ⭐ 10K+
- DeepSeek-Coder - 33B code model ⭐ 7K+
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🤖 Top Performing Models
- DeepSeek-R1 - of-the-art reasoning, 43.3% AIME 2024 |
- Qwen3
- Grok 3 - time reasoning, social media integration |
- Falcon 4.37
- Vision-R1 - | Multimodal reasoning breakthrough |
- GPT-4 Turbo - | - | Enhanced context & performance |
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📄 Breakthrough Papers
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🎓 2024-2025 Must-Read Papers
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📚 Comprehensive Surveys
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📞 Connect & Community
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📝 Contribution Guidelines
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⭐ Star History
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- LangChain - ai/langchain?style=social) |  |
- llama.cpp - activity/m/ggerganov/llama.cpp) |
- spaCy - strength NLP in Python |  |  |
- Ollama - activity/m/ollama/ollama) |
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Programming Languages
Categories
Sub Categories
🚀 Specialized Models
11
📝 Contribution Guidelines
6
🤖 Top Performing Models
6
🥇 Must-Star Repositories
5
📚 Comprehensive Guides
4
🎓 Interactive Tutorials & Colab Notebooks
4
🏆 Enterprise-Grade Code Quality
3
⭐ Star History
3
📚 Comprehensive Surveys
3
🎓 2024-2025 Must-Read Papers
3
🌍 Background & Foundations
2
Keywords
deep-learning
5
llm
4
pretrained-models
4
natural-language-processing
4
machine-learning
3
python
3
chatgpt
3
nlp
3
transformer
2
text-classification
2
language-model
2
qwen
2
pytorch
2
vision-language-model
2
large-language-models
2
llama
2
glm
2
gemma
2
deepseek
2
ai
2
text
1
sota
1
nlu
1
nli
1
transfomer
1
audio
1
model-hub
1
pytorch-transformers
1
speech-recognition
1
vlm
1
gemma3
1
agents
1
ai-agents
1
anthropic
1
deepagents
1
enterprise
1
framework
1
gemini
1
generative-ai
1
langchain
1
langgraph
1
multiagent
1
open-source
1
openai
1
pydantic
1
rag
1
typescript
1
azure-ml
1
best-practices
1
mlflow
1