Generate, embed, and analyze proteins with multimodal language models.
npx skills add https://github.com/must1f/Dissertaion-Project --skill esm-must1f
Please help me install this Agent Skill. Skill: esm Source: https://github.com/must1f/Dissertaion-Project/tree/main/.agents/skills/esm Command: npx skills add https://github.com/must1f/Dissertaion-Project --skill esm-must1f
Protein scientists need scalable tools to design, analyze, and optimize proteins using state-of-the-art language models that integrate sequence, structure, and function information.
Install the esm package, load a pretrained model, and run a simple design task using a functional annotation.
High-intent search queries and answers about installing and using this skill.
You can use ESM to design multimodal proteins by configuring ESMProtein and GenerationConfig, enabling sequence design, structure prediction, and function conditioning across local GPUs or the Forge API.
You can compute efficient protein embeddings and representations using ESM C models, which support embedding-based tasks like sequence clustering and variant generation for screening and validation pipelines.
You can run protein structure prediction and sequence design locally on your GPUs or use the Forge API for scalable inference, providing flexible deployment options depending on your hardware.
ESM3 enables multimodal protein design by conditioning sequence and structure generation on specific functional annotations, allowing you to tailor outputs to desired biological functions.
ESM provides a unified API and references for building end-to-end pipelines that handle protein design, screening, and validation, including variant generation and clustering.
ESM supports multimodal protein language models that integrate sequence, structure, and function information, allowing researchers to analyze and optimize proteins using comprehensive data.
rubenslivDesign, embed, and analyze proteins using ESM3 and ESM C.
MicrockSubmit protein sequences to Adaptyv for automated experimental validation assays.
Estrella-231Generate protein sequences, predict structures, and extract embeddings with ESM3 and ESM C.
mkurmanGenerate protein sequences and structures using ESM3 and ESM C.
