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nf-core/caalm/downloadmodels @ 0.0.0-6c4ed3a

Downloads the CAALM model weights from HuggingFace Hub (lczong/CAALM) into a local models/ directory. The downloaded directory is used as input to the CAALM_CAALM annotation module for CAZyme prediction.

Latest version: 0.0.0-6c4ed3a
Total downloads: 9
Source: nf-core/modules
Authors: @vagkaratzas
Maintainers: @vagkaratzas

Summary

Downloads the CAALM model weights from HuggingFace Hub (lczong/CAALM) into a local models/ directory. The downloaded directory is used as input to the CAALM_CAALM annotation module for CAZyme prediction.

Get started

Add the following snippet to your workflow script to include this module.

include { CAALM_DOWNLOADMODELS } from 'nf-core/caalm/downloadmodels'

License

MIT License

Process
Name CAALM_DOWNLOADMODELS
Output 3 channels
#1 models tuple
models/level0 directory

Directory containing the Level 0 (binary CAZyme detection) model files downloaded from HuggingFace Hub (lczong/CAALM).

models/level0
models/level1 directory

Directory containing the Level 1 (CAZy class assignment) model files downloaded from HuggingFace Hub (lczong/CAALM).

models/level1
models/level2 directory

Directory containing the Level 2 (CAZy family assignment) model files downloaded from HuggingFace Hub (lczong/CAALM), including the FAISS index, reference database, and model weights.

models/level2
#2 versions_python tuple
${task.process} string

The name of the process

python string

The name of the tool

python --version | sed 's/Python //' eval

The expression to obtain the version of the tool

#3 versions_huggingface_hub tuple
${task.process} string

The name of the process

huggingface_hub string

The name of the tool

python -c 'import huggingface_hub; print(huggingface_hub.__version__)' eval

The expression to obtain the version of the tool

Tool Description Homepage
huggingface_hub huggingface_hub is a Python library for interacting with the Hugging Face Hub, providing utilities for downloading and uploading models, datasets, and spaces. https://github.com/huggingface/huggingface_hub
Version 0.0.0-6c4ed3a
Commit ID 6c4ed3a220310b905a1fc9d04f05be2e0837142b
Release Date 23 Apr 2026 15:08:21 (UTC)
Download URL https://registry.nextflow.io/api/v1/modules/nf-core%2Fcaalm%2Fdownloadmodels/0.0.0-6c4ed3a/download
OCI Store URL https://public.cr.seqera.io/v2/nextflow/plugin/modules/nf-core/caalm/downloadmodels/blobs/sha256:f8fd274311ceb6617a10da5b6b80b32b559a81513f26a8a0c91e471f32d95fef
Size 2.4 KB
Checksum sha256:f8fd274311ceb6617a10da5b6b80b32b559a81513f26a8a0c91e471f32d95fef
Downloads 4
Version Date Status Downloads Size
0.0.0-6c4ed3a 23 Apr 2026 15:08:21 (UTC) 4 2.4 KB
0.0.0-0c7146d 08 Apr 2026 18:50:09 (UTC) 5 2.4 KB