Pressure-tested @NVIDIA NemoClaw/@OpenClaw. Verdict: interesting architecture, weak near-term ROI. I got sandboxed agents, memory, and controlled egress. I also got flaky file visibility, prompt instability, and too much babysitting. Promise is real. Maturity isnโt.
@Fritz_Espenlaub@jamesjyu The frontloading prompts are heavy. I built an automated model router that switches between control & compute planes leveraging open-source models with tool usage optimized for hardware constraints. It streamlines token expenditure & expedite when needed to more expensive models.
Introducing SAM 3D, the newest addition to the SAM collection, bringing common sense 3D understanding of everyday images. SAM 3D includes two models:
๐๏ธ SAM 3D Objects for object and scene reconstruction
๐งโ๐คโ๐ง SAM 3D Body for human pose and shape estimation
Both models achieve state-of-the-art performance transforming static 2D images into vivid, accurate reconstructions.
๐ Learn more: https://t.co/yXcvts8Ogc
This small moment was a culmination of 3 months of work we did in 3 weeks to make the September 26 date for REK0.
As I stood up in the DJ booth and saw them stand up. Knowing all the things that could have gone wrong at that moment.
My team is amazing. We are going to win.
@shyam_ayurveda Add black pepper to boost turmeric absorption by 2000%:
Curcumin, the active ingredient in turmeric, has poor bioavailability on its own
Piperine, found in black pepper, enhances absorption by up to 2000%
Link: https://t.co/t8iWJgHBok
@huggingface Here's some of the articles I have if you feel like reading
- Intro to Quantization https://t.co/Objp73e2G4
- Preference Optimization on VLMs https://t.co/SgsOUzw8OQ
- VLMs Explained https://t.co/4ZxBZiuMrr
- PaliGemma 2 https://t.co/7f6qN8J3RT
- SmolVLM https://t.co/2zlq3zJ6Bm
๐ฅSuper excited to release NVLM-1.0-D-72B, the frontier-class multimodal LLM with decoder-only architecture
๐SOTA results on vision-language and text-only tasks
๐คCkpt and inference scripts in HF https://t.co/Sw577xOmBw
๐ขStay tuned for training code, NVLM-1.0-X, and NVLM-1.0-H
๐Weโre back! MIT Reality Hack returns Jan 23-27, 2025!
๐Get ready for an epic week of innovation, collaboration, and cutting-edge tech experiences. Save the date and stay tuned for exciting news coming your way soon! ๐๐ฅ#MITRealityHack#SaveTheDate