Lisa+model+chemal+and+gegg+sets+175+link [patched] Access

Each set (like Set 175) typically follows a specific creative direction—whether it's seasonal fashion, urban settings, or studio-lit portraits.

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| Module | Functionality | Notable Tech | |--------|---------------|--------------| | | Sketching molecules, reaction mapping, and auto‑balancing equations. | RDKit + custom graph‑neural networks. | | Chemal‑Predict | Predicting reaction yields, thermodynamics, and safety hazards. | Gradient‑boosted trees trained on Reaxys data. | | Chemal‑AI | Embeds LISA for natural‑language query handling and image generation. | LISA‑Chem fine‑tuned checkpoint. | | Chemal‑Lab | Integrates with electronic lab notebooks (ELNs) and automated synthesis robots. | RESTful API, Docker‑compose orchestration. | Each set (like Set 175) typically follows a