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metadata
title: InstaNovo De Novo Peptide Sequencing
emoji: 🚀🧪
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 5.23.1
app_file: app.py
pinned: true
license: apache-2.0

InstaNovo De Novo Peptide Sequencing Demo

This Space provides a web interface for the InstaNovo model for de novo peptide sequencing from mass spectrometry data.

Features:

  • Upload MS/MS data in common formats (.mgf, .mzml, .mzxml).
  • Choose between fast Greedy Search or more accurate but slower Knapsack Beam Search.
  • View predictions directly in the interface.
  • Download full results as a CSV file.

How to Use:

  1. Upload your mass spectrometry data file.
  2. Select the desired decoding method.
  3. Click "Predict Sequences".
  4. View the results table and download the CSV if needed.

Model:

This demo uses the instanovo-v1.1.0 pretrained model checkpoint.

Note: Processing large files can take time, depending on the file size and the chosen decoding method. Knapsack generation (if needed on the first run) can also add to the initial startup time.