Ben Geist(@b_geist):Access to intelligence should be for everyone, not a privileged few. Open ecosystems lower the cost of building with powerful models. We open sourced PorTAL to make model adaptation easier and cheaper. Reply or DM me if you’d like to collaborate on what comes next 👀

2026.07.27 19:22

Access to intelligence should be for everyone, not a privileged few. Open ecosystems lower the cost of building with powerful models. We open sourced PorTAL to make model adaptation easier and cheaper. Reply or DM me if you’d like to collaborate on what comes next 👀

Ramp Labs@RampLabs

2026.07.27 19:10

We’re open-sourcing PorTAL, our framework for shared task representations and cross model LoRA adaptation. It now spans from hybrid attention models to multimodal systems including Gemma 4 E2B, Mistral 7B & @thinkymachines' Inkling. Code: ramp-public/portallib Models: @huggingface /RampPublic