Fabio Guzman @FGuzmanAI
On-device ML Engineer | 🤖Passionate about reverse-engineering neural nets | 🚀Optimizing large models for the edge 💻📱 fguzman82.github.io Colombia Joined May 2011-
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This one paper might kill the LLM agent hype. NVIDIA just published a blueprint for agentic AI powered by Small Language Models. And it makes a scary amount of sense. Here’s the full breakdown:
🧵 @karpathy dropped the most compelling lecture at the AI startup school :) Here's my notes summarized with Opus. Main thesis: We're not in the "year of agents" — we're in the DECADE of agents. Here's the historical arc that explains why... ==== The Software Evolution Story…
🚀 Draft technical analysis: 3B Apple Foundation Model (AFMTextV7) Key architectural findings: - 3.18B total params (3.11B frozen + 66.6M trainable) - Two-segment architecture (35+21 = 56 layers) - Vocabulary: 153.6K tokens, 4K context + RoPE scaling - Native LoRA integration…
Luminal can discover flash attention entirely automatically. We've been working towards this north star in our search compiler. Check out the prototype demo below ↓
Vercel AI Gateway (alpha): • Built on the @aisdk 5 alpha • Switch between ~100 AI models without API keys • Handles auth, usage tracking, and more vercel.com/blog/ai-gateway
A major mistake I made in my undergrad is that I focused way too much on mathematical lens of computing - computability, decidability, asymptotic complexity etc. And too little on physical lens - energy/heat of state change, data locality, parallelism, computer architecture. The…
BOOOOM: Today I'm dropping TINY AGENTS the 50 lines of code Agent in Javascript 🔥 I spent the last few weeks working on this, so I hope you will like it. I've been diving into MCP (Model Context Protocol) to understand what the hype was all about. It is fairly simple, but…
Interesting new paper from NVIDIA on "FFN Fusion" arxiv.org/pdf/2503.18908… They achieved 1.71× faster inference for Llama-3.1-405B fused to 235B params while reduced KV cache x2
Sometimes you're just exploring. What if your next favorite spot is right around the corner, and you don't know it. Get the perfect nudge at the perfect time.
Taking a photo can do more than capture your best memories. It can remind you to share them with your favorite people. It’s the only camera you’ll ever want to use.
I reached out to the SmolLM2 team asking them to release intermediate training checkpoints, and they just did it! Thanks @huggingface!
I reached out to the SmolLM2 team asking them to release intermediate training checkpoints, and they just did it! Thanks @huggingface!
🚀 Day 1 of #OpenSourceWeek: FlashMLA Honored to share FlashMLA - our efficient MLA decoding kernel for Hopper GPUs, optimized for variable-length sequences and now in production. ✅ BF16 support ✅ Paged KV cache (block size 64) ⚡ 3000 GB/s memory-bound & 580 TFLOPS…
Okay, SigLIP 2 weights for OpenCLIP and timm (image encoder only) are on the @huggingface hub. Merged to main, release probably this weekend. I tested the IN-1k zero-shot and these are the OpenCLIP numbers: B/32 256 top1: 73.9 top5: 93.4 B/16 224 top1: 78.4 top5: 95.7 B/16 256…
SigLIP 2 is the most powerful image-text encoder you can use it to do > image-to-image search > text-to-image-search > image-to-text search > image classification with open-ended classes > train vision language models we will show you how to do all this week 🤝
SigLIP 2 is out! 👀 Another day, another model: 🥳Strong vision-language encoder 🔥Outperforms across sizes 📏Dynamic resolutions 🤏86M to 1B huggingface.co/blog/siglip2
Vwerkir @Vwerkir93959
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LynnMarlowe @0zG2S6941Cpa00
3 Followers 246 Following Be fearless in the pursuit of what sets your soul on fire.
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Matthew Cassinelli @mattcassinelli
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Daniel Gräfe @daniel_a_a
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128 Followers 380 Following Co-founder/CEO @RunLocalAI (YC S24). Making it easier to ship better on-device AI. Also into house/techno from early 90's/00's,
Derek Lewis @derekelewis
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Mr. Jack Tung @MrJackTung
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Basit Mustafa @moltar81435
411 Followers 8K Following introverted but willing to discuss sanctuary moon innovation/ai + dsop/ai delivery @ https://t.co/nQ5pf3TzTZ
Vignesh G @vigneshg_co
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7 Followers 94 Following im 30 and i cant believe how corrupt and misused the goverment its like we forgot that we are all still human not gods trying to leave merrier island fl
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Pedro Orlando @orlandopedro_
8K Followers 6K Following AuADHD2e Building with Ai→ https://t.co/R6iWQOp6NL | https://t.co/LfbYLEK4q9 | https://t.co/tkXlGZbqWQ | https://t.co/DB5hXDupRb | https://t.co/jxn0CD17Jl | https://t.co/JmdQ4kqMXz → Ai + Tech + Startups All My projects 👇
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Sotisas @Sotisasy4iEuW
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sam henri gold @samhenrigold
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2K Followers 115 Following Director of Research & Distinguished Scientist at @NVIDIA, Professor at UC Berkeley EECS and Statistics. Building AGI/ASI
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14K Followers 3K Following gpu enjoyer at @modal. he/him. ex @full_stack_dl, @weights_biases (acq. @CoreWeave), phd Berkeley @Redwood_Neuro. try https://t.co/SYWVMCazZ3
Sylvain Gugger @GuggerSylvain
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Jack Morris @jxmnop
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İrfan @irfansenercom
9K Followers 513 Following 30+ mobile apps, 10m+ downloads, the AI Vibe thing will get bigger
Shengjia Zhao @shengjia_zhao
52K Followers 230 Following Chief Scientist @ Meta MSL. Formerly MTS @ OpenAI, PhD @ Stanford. I train models. All opinions my own.
Yusu Qian @sueqian111
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Emily @IamEmily2050
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342K Followers 7K Following Unleash your potential, wherever you are. 🚀 Bio Link for 24/5 Support 🔗
Maxime Labonne @maximelabonne
23K Followers 494 Following Head of Post-Training @LiquidAI_ 💻 GitHub: https://t.co/ElXDsjz8YP 🤗 HF: https://t.co/2ECS7GiJGD 📝 Blog: https://t.co/Gz5bhbXWT0
Arc Institute @arcinstitute
37K Followers 57 Following A new scientific institution for curiosity-driven biomedical science and technology.
Evan Abrams @EvanAbrams
5K Followers 895 Following Partner @SteptoeLLP. Emerging technology and national security law. AI | Chips | FinTech | Crypto. Not legal advice. Opinions are my own.
Steven Brunton @eigensteve
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32K Followers 5 Following the generative media cloud. hiring https://t.co/JrbUk989MN. for support/discounts, e-mail us at [email protected].
Geoffrey Angus @GeoffreyAngus
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Zhihan Yang @zhihanyang_
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