If you are looking for the original research papers for these models, they are available through major academic publishers: Primary Paper Title Link to Source "A 3D-QSAR Formalism Based on Local Molecular Similarity" ACS Publications LISA (Scoring) "Ligand Identification Scoring Algorithm (LISA)" ACS Publications LISA (LLM)
The LISA model, Chemal, and Gegg sets are powerful tools used in scientific research to simulate and analyze complex systems. These models have been applied in various fields, from chemistry and biology to pharmacology and materials science. While the specific significance of the "175 link" remains unclear, it's evident that these models play a crucial role in advancing our understanding of complex systems and phenomena. lisa+model+chemal+and+gegg+sets+175+link
Most direct download links for these specific sets are hosted on external drives (like Google Drive or MEGA) or specialized modeling archives. These links frequently expire or are removed due to hosting policies. specific image from this collection or trying to find a working mirror for the full set? Lisa Model - Chemal And Gegg Sets 1-75 - Google Docs 🐇 Lisa Model - Chemal And Gegg Sets 1-75 - Google Drive. Google Docs Lisa Model - Chemal And Gegg Sets 1-75 67 - Google Sites If you are looking for the original research
| Question | Answer | |----------|--------| | | No. It is released under a CC‑BY‑NC license, which permits non‑commercial use only. For commercial applications you must obtain a separate license from the GEGG group. | | Can LISA generate 3‑D molecular visualizations? | The base LISA model outputs 2‑D raster images. However, an experimental extension ( lisa‑3d‑gen ) can produce depth‑map outputs that can be post‑processed into 3‑D renderings with tools like PyMOL. | | What safety mechanisms does Chemal have for hazardous reactions? | Chemal‑AI automatically runs the generated text through a toxic‑content filter and cross‑checks any reagents against the GHS database. If a high‑risk chemical appears, the UI flags the step in red and suggests safer alternatives. | | Do I need a GPU to run LISA locally? | For inference on the 1.5 B‑parameter model, a modern GPU (≥ 8 GB VRAM) is recommended for reasonable latency. A CPU‑only run is possible but will be several seconds per image. | | Where can I find community‑contributed LISA prompts for chemistry? | The lisa‑chem‑prompts repository on GitHub (https://github.com/lisa-model/lisa-chem-prompts) contains a curated list of over 300 reaction‑description prompts and their expected image outputs. | Most direct download links for these specific sets
It was rumored to be the final collaboration between Lisa and the head designer, Gegg. On the night of its scheduled release, the Chemal servers went dark. The only thing left on the collective’s homepage was a single, flickering prompt:
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