Joshua Storm Caley
@jscaley.bsky.social
Student of all sciences
Current project on G6PD & ageing. Cell metabolism, metabolic medicine & structural biology
Computational Systems Officer at UNSW Structural Biology Facility
Current project on G6PD & ageing. Cell metabolism, metabolic medicine & structural biology
Computational Systems Officer at UNSW Structural Biology Facility
Reposted by Joshua Storm Caley
This is amazing work lead by Tom (@tlitfin.bsky.social) in my team. Always trying to get more for less and making computing efficient. So satisfying making science resources go further. Boltz2 is great for protein structure prediction and hopefully LMI4Boltz extends its use. Code on GitHub… 🧶🧬
LMI4Boltz: Optimizing VRAM utilization to predict large macromolecular complexes with consumer grade hardware
AlphaFold2 has revolutionized structural biology by enabling the prediction of protein structures approaching experimental quality. AlphaFold3 extends this framework to support modelling broad biomole...
www.biorxiv.org
October 31, 2025 at 9:40 PM
This is amazing work lead by Tom (@tlitfin.bsky.social) in my team. Always trying to get more for less and making computing efficient. So satisfying making science resources go further. Boltz2 is great for protein structure prediction and hopefully LMI4Boltz extends its use. Code on GitHub… 🧶🧬
Reposted by Joshua Storm Caley
🧶🧬 We present LMi4Boltz:
www.biorxiv.org/content/10.1...
Boltz-2 is an excellent open source alternative to AlphaFold3. However, high VRAM use restricts modeling large complexes. Using careful memory management, we increase the Boltz-2 size limit by >60% while maintaining execution speed.
www.biorxiv.org/content/10.1...
Boltz-2 is an excellent open source alternative to AlphaFold3. However, high VRAM use restricts modeling large complexes. Using careful memory management, we increase the Boltz-2 size limit by >60% while maintaining execution speed.
October 31, 2025 at 8:54 PM
🧶🧬 We present LMi4Boltz:
www.biorxiv.org/content/10.1...
Boltz-2 is an excellent open source alternative to AlphaFold3. However, high VRAM use restricts modeling large complexes. Using careful memory management, we increase the Boltz-2 size limit by >60% while maintaining execution speed.
www.biorxiv.org/content/10.1...
Boltz-2 is an excellent open source alternative to AlphaFold3. However, high VRAM use restricts modeling large complexes. Using careful memory management, we increase the Boltz-2 size limit by >60% while maintaining execution speed.