
Álvaro Tejeda
@ATL_85
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https://t.co/VxowRGiEdz - Finance, Data Science, AI, Recommender systems, Gaming, iGaming..
Joined March 2012
Lo ridículamente mal organizado que está el @coolturalfest de Almería es épico, cola de dos horas para entrar, hasta nunca! #nuncamas
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Stanford CS336: Large Language Models from Scratch! This is a comprehensive course on LLMs, covers the full process of building one from scratch, including data collection, pretraining, transformer architecture, training, evaluation, and deployment.
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New fastest shortest-path algorithm in 41 years! Tsinghua researchers broke Dijkstra’s 1984 “sorting barrier,” achieving O(m log^(2/3) n) time. This means faster route planning, less traffic, cheaper deliveries, and more efficient networks - and a CS curriculum revamp =)
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I trained a 100 million parameter DeepSeek V3 LLM from scratch Here's what you need to know. Previously I trained traditional GPT-2 architecture which has become obsolete with recent LLM advancements. Most recent models like Llama, Mistral, DeepSeek, and GPT-4 use latest
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DeepSeek just dropped the single best end-to-end paper on large model training. It covers — Software (MLA, training in FP8, DeepEP, LogFMT) — Hardware (Multi-Rail Fat Tree, Ethernet RoCE switches) — Mix (IBGDA, 3FS filesystem) DeepSeek's engineering depth is insane. Must read.
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AI Agents vs. Agentic AI Interesting paper summarizing distinctions between AI Agents and Agentic AI. It also talks about the key ideas, solutions, and the future. Here are my notes:
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Autoencoder by hand✍️Excel~ I designed this exercise to show how an Encoder-Decoder network convert input to code and reconstruct input from code. It is annotated with equations, PyTorch, and graphs. 👇Join the 'AI Math' community. Download xlsx.
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Me complace presentar a mi buen compañero y amigo @ATL_85 para impartir una ponencia sobre la carrera profesional en Ciencia e Ingeniera del Dato, consejos para que nuestros estudiantes progresen en el mundo del business intelligence
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We trained a graph-native AI, then let it reason for days, forming a dynamic relational world model on its own - no pre-programming. Emergent hubs, small-world properties, modularity, & scale-free structures arose naturally. The model then exploited compositional reasoning &
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I've tried all (24) AI coding agents & IDEs 😵💫 [Cursor, Softgen, Windsurf, Wrapifai, Copilot, Lovable, Bolt, v0, Replit, MarsX, Claude, AmazonQ, Pear, Devin, Github Spark, IDX, Webdraw, Tempo, Cline, Continue, Databutton, Base44, Qodo, Aider] The Vibe Coding giga-thread:
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Salvemos la central nuclear de Almaraz. Manifestación el sábado 18 de enero a las 10:00 que saldrá desde el ayuntamiento de Almaraz. @SiAlmaraz
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Drawing the Transformer Network from Scratch (Part 1) by Thomas Kurbiel in @TDataScience
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Check out these awesome AI, ML, and DL fundamentals from @shervinea and @afshinea at Stanford! 🌟 Free, illustrated resources that are perfect for learning and quick reference:
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Introducing Ollama fully Integrated into VSCode with CodeGPT Now you can download open-source models from @ollama with a single click and install them as code assistants in VSCode. In this case, I download the qwen2:0.5b (@Alibaba_Qwen) model in under a minute, and it becomes
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OpenAI announced the GPT-4o this week. People are doing incredible things with it already. 12 Wild Examples of what it's capable of:
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¿Me ayudas a #SalvarLasNucleares? Para concienciar a más personas te propongo compartir la imagen en tus redes sociales y de mensajería, así como usar la etiqueta cuando publiques y comentes noticias sobre el cierre nuclear.
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