diff --git a/modules/nf-core/ribodetector/environment.gpu.yml b/modules/nf-core/ribodetector/environment.gpu.yml
index 221fb0a83086..af9b9052ddad 100644
--- a/modules/nf-core/ribodetector/environment.gpu.yml
+++ b/modules/nf-core/ribodetector/environment.gpu.yml
@@ -5,4 +5,5 @@ channels:
   - bioconda
 dependencies:
   - "bioconda::ribodetector=0.3.3"
-  - "conda-forge::pytorch-gpu=1.11.0"
+  - "conda-forge::pytorch-gpu=2.1.0"
+  - "conda-forge::cuda-version=11.2"
diff --git a/modules/nf-core/ribodetector/main.nf b/modules/nf-core/ribodetector/main.nf
index f85b86a62d40..880247c185b8 100644
--- a/modules/nf-core/ribodetector/main.nf
+++ b/modules/nf-core/ribodetector/main.nf
@@ -4,8 +4,8 @@ process RIBODETECTOR {
 
 	conda "${ task.accelerator ? "${moduleDir}/environment.gpu.yml" : "${moduleDir}/environment.yml" }"
 	container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        (task.accelerator ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/eb/ebcccef2cd8b4c10d4bbd8fce542b46502b7817115cb144b9566792b0aac9bc0/data' : 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/46/463b8ad941e7f1f2decef20844d666c1c8ac233e166d2bc766164c4a93905a3c/data') :
-        (task.accelerator ? 'community.wave.seqera.io/library/ribodetector_pytorch-gpu:f2d45093d4093307' : 'community.wave.seqera.io/library/ribodetector:0.3.3--ad3d7071e408b502') }"
+        (task.accelerator ? 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/51/51100097fc2e31d7b78074bc954774f77726099220e820382e939278817a66da/data' : 'https://community-cr-prod.seqera.io/docker/registry/v2/blobs/sha256/46/463b8ad941e7f1f2decef20844d666c1c8ac233e166d2bc766164c4a93905a3c/data') :
+        (task.accelerator ? 'community.wave.seqera.io/library/ribodetector_pytorch-gpu_cuda-version:fa9183da731515ea' : 'community.wave.seqera.io/library/ribodetector:0.3.3--ad3d7071e408b502') }"
 
 	input:
 	tuple val(meta), path(fastq)
@@ -15,6 +15,7 @@ process RIBODETECTOR {
 	tuple val(meta), path("*.nonrna*.fastq.gz"), emit: fastq
 	tuple val(meta), path("*.log")             , emit: log
 	tuple val("${task.process}"), val('ribodetector'), eval('ribodetector --version | sed "s/ribodetector //"'), emit: versions_ribodetector, topic: versions
+	tuple val("${task.process}"), val('cuda'), eval('python -c "import torch; print(torch.version.cuda or \'no CUDA available\')"'), emit: versions_cuda, topic: versions
 
 	when:
 	task.ext.when == null || task.ext.when
diff --git a/modules/nf-core/ribodetector/meta.yml b/modules/nf-core/ribodetector/meta.yml
index 76d8f5c8774b..06ec28163578 100644
--- a/modules/nf-core/ribodetector/meta.yml
+++ b/modules/nf-core/ribodetector/meta.yml
@@ -76,6 +76,16 @@ output:
       - ribodetector --version | sed "s/ribodetector //":
           type: eval
           description: The expression to obtain the version of the tool
+  versions_cuda:
+    - - ${task.process}:
+          type: string
+          description: Name of the process
+      - cuda:
+          type: string
+          description: Name of the runtime
+      - python -c "import torch; print(torch.version.cuda or 'no CUDA available')":
+          type: eval
+          description: CUDA version bundled with the task's pytorch build, or `no CUDA available` on the non-GPU path
 
 topics:
   versions:
@@ -88,6 +98,15 @@ topics:
       - ribodetector --version | sed "s/ribodetector //":
           type: eval
           description: The expression to obtain the version of the tool
+    - - ${task.process}:
+          type: string
+          description: Name of the process
+      - cuda:
+          type: string
+          description: Name of the runtime
+      - python -c "import torch; print(torch.version.cuda or 'no CUDA available')":
+          type: eval
+          description: CUDA version bundled with the task's pytorch build, or `no CUDA available` on the non-GPU path
 
 authors:
   - "@maxibor"
diff --git a/modules/nf-core/ribodetector/tests/main.gpu.nf.test.snap b/modules/nf-core/ribodetector/tests/main.gpu.nf.test.snap
index 89a71d3145c8..46c79b54c48a 100644
--- a/modules/nf-core/ribodetector/tests/main.gpu.nf.test.snap
+++ b/modules/nf-core/ribodetector/tests/main.gpu.nf.test.snap
@@ -8324,6 +8324,13 @@
                 "SRR5665260.1.998901/2"
             ],
             {
+                "versions_cuda": [
+                    [
+                        "RIBODETECTOR",
+                        "cuda",
+                        "11.2"
+                    ]
+                ],
                 "versions_ribodetector": [
                     [
                         "RIBODETECTOR",
@@ -8333,10 +8340,10 @@
                 ]
             }
         ],
-        "timestamp": "2026-04-14T11:11:46.109723883",
+        "timestamp": "2026-04-22T13:15:51.198102608",
         "meta": {
             "nf-test": "0.9.5",
-            "nextflow": "25.10.4"
+            "nextflow": "25.10.2"
         }
     },
     "ribodetector - GPU stub rnaseq PE input": {
@@ -8370,6 +8377,13 @@
                         "0.3.3"
                     ]
                 ],
+                "3": [
+                    [
+                        "RIBODETECTOR",
+                        "cuda",
+                        "11.2"
+                    ]
+                ],
                 "fastq": [
                     [
                         {
@@ -8391,6 +8405,13 @@
                         "test.log:md5,d41d8cd98f00b204e9800998ecf8427e"
                     ]
                 ],
+                "versions_cuda": [
+                    [
+                        "RIBODETECTOR",
+                        "cuda",
+                        "11.2"
+                    ]
+                ],
                 "versions_ribodetector": [
                     [
                         "RIBODETECTOR",
@@ -8400,10 +8421,10 @@
                 ]
             }
         ],
-        "timestamp": "2026-04-14T11:11:53.692394926",
+        "timestamp": "2026-04-22T13:16:06.36963835",
         "meta": {
             "nf-test": "0.9.5",
-            "nextflow": "25.10.4"
+            "nextflow": "25.10.2"
         }
     }
-}
+}
\ No newline at end of file
diff --git a/modules/nf-core/ribodetector/tests/main.nf.test.snap b/modules/nf-core/ribodetector/tests/main.nf.test.snap
index cc0a213879a9..1cefad26360f 100644
--- a/modules/nf-core/ribodetector/tests/main.nf.test.snap
+++ b/modules/nf-core/ribodetector/tests/main.nf.test.snap
@@ -8324,6 +8324,13 @@
                 "SRR5665260.1.998901/2"
             ],
             {
+                "versions_cuda": [
+                    [
+                        "RIBODETECTOR",
+                        "cuda",
+                        "no CUDA available"
+                    ]
+                ],
                 "versions_ribodetector": [
                     [
                         "RIBODETECTOR",
@@ -8370,6 +8377,13 @@
                         "0.3.3"
                     ]
                 ],
+                "3": [
+                    [
+                        "RIBODETECTOR",
+                        "cuda",
+                        "no CUDA available"
+                    ]
+                ],
                 "fastq": [
                     [
                         {
@@ -8391,6 +8405,13 @@
                         "test.log:md5,d41d8cd98f00b204e9800998ecf8427e"
                     ]
                 ],
+                "versions_cuda": [
+                    [
+                        "RIBODETECTOR",
+                        "cuda",
+                        "no CUDA available"
+                    ]
+                ],
                 "versions_ribodetector": [
                     [
                         "RIBODETECTOR",