Usuario:Emir.Herrera/Taller/Inteligencia artificial/Modelo extenso de lenguaje
Modelo extenso de lenguaje (Large Language Model)
[editar]Recursos gratuitos (en inglés)
[editar]Cursos
[editar]HuggingFace
[editar]- https://huggingface.co/learn
- https://github.com/mlabonne/llm-course
- https://github.com/huggingface/smol-course
Microsoft
[editar]Cohere
[editar]Amazon Web Services
[editar]NVidia
[editar]Lang Graph
[editar]Udemy
[editar]- https://www.udemy.com/course/llm-engineering-master-ai-and-large-language-models/
- https://www.udemy.com/course/llms-workshop-practical-exercises-of-large-language-models/
Videos
[editar]Raj Abhijit Dandekar
[editar]Standford University
[editar]Andrej Karpathy
[editar]Libros
[editar]Maxime Labonne
[editar]Otros
[editar]- https://github.com/Curated-Awesome-Lists/awesome-llms-fine-tuning
- https://github.com/HandsOnLLM/Hands-On-Large-Language-Models
- Build a Large Language Model (From Scratch)
Bootcamp
[editar]Retrival Augmented Generation
[editar]- https://www.linkedin.com/posts/eordax_ai-rag-genai-activity-7289045334339543040-ZLCY
- https://weaviate.io/blog/introduction-to-rag
- https://weaviate.io/blog/advanced-rag
- https://weaviate.io/blog/multimodal-rag
- https://weaviate.io/blog/what-is-agentic-rag
Otras lecturas recomendadas
[editar]- https://arxiv.org/abs/2501.09223
- https://www.kaggle.com/whitepaper-agents
- https://arxiv.org/abs/2412.15605
- https://lekha-bhan88.medium.com/introduction-to-agentic-ai-and-its-design-patterns-af8b7b3ef738
- https://dev.to/aws-builders/dynamodb-data-modeling-an-effective-way-to-start-22e9?ref=dailydev
- https://blogs.nvidia.com/blog/what-is-agentic-ai/
- https://arxiv.org/abs/2501.00663v1
- https://arxiv.org/abs/2501.06252
- https://help.openai.com/en/articles/10291617-scheduled-tasks-in-chatgpt
- https://www.microsoft.com/en-us/research/blog/mattergen-a-new-paradigm-of-materials-design-with-generative-ai/
- https://medium.com/@ashinno43/bytedance-just-dropped-doubao-1-5-pro-the-ai-model-thats-quietly-outsmarting-everyone-b9ebc523558d
- https://www.linkedin.com/posts/giannis-tolios_datascience-python-machinelearning-activity-7287878558151045120-abW8?utm_source=share&utm_medium=member_android
- https://arxiv.org/abs/2501.11067
- https://www.linkedin.com/posts/alanzabihi_while-everyones-building-complex-rag-pipelines-activity-7289547363302412288-uPN2?utm_source=share&utm_medium=member_ios
- https://qwenlm.github.io/blog/qwen2.5-max/
- https://openai.com/index/openai-o3-mini/
- https://search.app/U3SncuhAEwxKNUVB8
- https://deeplearning.cs.cmu.edu/F23/document/slides/lec19.transformersLLMs.pdf