@rahulrajpurohit202492678

Lysos is an end-to-end agentic antibiotic discovery platform. We took Google's Gemma 4 31B-it and fine-tuned it three times on AMD MI300X: Stage 1 — Continued pretraining for therapeutics (TxGemma-4 31B) Stage 2 — Supervised fine-tuning on 222,606 AMR examples (lysos-base) Stage 2.5 — DPO alignment on hard-negative Pareto pairs (lysos-base-dpo) The chat-driven workspace runs a multi-agent debate (Designer / Critic / Editor / Strategist), an orchestrator agent that routes free text through 7 streaming workflows + 12 slash commands, a per-pathogen Champion table, a Knowledge command-center with resistance-gene → drug-class network mapping, and a Pareto frontier explorer with Critic narration. Every agent action is recorded with token cost, p50/p95/p99 latency, and cross-agent handoff edges. All training artifacts are public on Hugging Face. The merged model serves via vllm on AMD MI300X behind an OpenAI-compatible endpoint. Repo + HF visibility status: - ✓ GitHub Rahul-Rajpurohitk/lysos PUBLIC - ⏳ HF models — you need to flip the 4 visibility toggles linked above

📅 May 11–19, 2026 • May 11 – 19: Online Build Phase. • May 18 (Hybrid Build Day – Online & Onsite) • May 19 (Demos & Awards – Online & Onsite) 🌍 Hybrid event. Join online from anywhere or build onsite at the venue. 🏆 Winners will be announced live on stage at the AI & Big Data Expo North America on May 19 📍 On-site Venue (May 18–19): San Jose McEnery Convention Center, CA, USA 🤝 Join solo or with a team. 🎟 FREE AI & Big Data Expo North America ticket included for participants that are able to join the on-site phase. 🏆Compete for a $10,000 prize pool 🧑‍💻 Apply now to design, prototype, and showcase enterprise-ready innovation.

⏱️ Build the next generation of Autonomous Agents in the heart of Europe’s AI Revolution. 📅 May 13 – 20, 2026 May 13 – 19: Online Build Phase. May 19: Onsite Build Day. May 20: Demo Showcase & Awards Ceremony. 📍On-site Venue (May 19–20): Fiera Milano (Rho), Milan, Italy 🤝 Join solo or with a team. 🎟 FREE Milan AI Week conference ticket included for participants. 💰 $32,000+ prize pool 🧑‍💻 Apply now to turn your autonomous agent into a market-ready enterprise solution.

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