diff --git a/cmd/podman/artifact/rm.go b/cmd/podman/artifact/rm.go
index 3d9b2b5214..0f07315c6b 100644
--- a/cmd/podman/artifact/rm.go
+++ b/cmd/podman/artifact/rm.go
@@ -23,6 +23,7 @@ var (
   podman artifact rm quay.io/myimage/myartifact:latest
   podman artifact rm -a
   podman artifact rm c4dfb1609ee2 93fd78260bd1 c0ed59d05ff7
+  podman artifact rm -i c4dfb1609ee2
 		`,
 	}
 
@@ -32,6 +33,7 @@ var (
 func rmFlags(cmd *cobra.Command) {
 	flags := cmd.Flags()
 	flags.BoolVarP(&rmOptions.All, "all", "a", false, "Remove all artifacts")
+	flags.BoolVarP(&rmOptions.Ignore, "ignore", "i", false, "Ignore error if artifact does not exist")
 }
 func init() {
 	registry.Commands = append(registry.Commands, registry.CliCommand{
diff --git a/docs/source/markdown/podman-artifact-rm.1.md b/docs/source/markdown/podman-artifact-rm.1.md
index b833f3d6f8..c2bbea7a53 100644
--- a/docs/source/markdown/podman-artifact-rm.1.md
+++ b/docs/source/markdown/podman-artifact-rm.1.md
@@ -22,6 +22,9 @@ providing a name or digest of the artifact.
 
 Print usage statement.
 
+#### **--ignore**, **-i**
+
+Remove artifacts in the local store, ignoring errors when trying to remove artifacts that do not exist.
 
 ## EXAMPLES
 
@@ -49,6 +52,11 @@ Deleted: cee15f7c5ce3e86ae6ce60d84bebdc37ad34acfa9a2611cf47501469ac83a1ab
 Deleted: 72875f8f6f78d5b8ba98b2dd2c0a6f395fde8f05ff63a1df580d7a88f5afa97b
 ```
 
+Remove artifacts ignoring the errors if the artifact does not exist.
+```
+$ podman artifact rm -i 3f78d5b8ba98b2
+```
+
 ## SEE ALSO
 **[podman(1)](podman.1.md)**, **[podman-artifact(1)](podman-artifact.1.md)**
 
diff --git a/pkg/api/handlers/libpod/artifacts.go b/pkg/api/handlers/libpod/artifacts.go
index 3418606881..41d32d97b1 100644
--- a/pkg/api/handlers/libpod/artifacts.go
+++ b/pkg/api/handlers/libpod/artifacts.go
@@ -169,6 +169,7 @@ func BatchRemoveArtifact(w http.ResponseWriter, r *http.Request) {
 	query := struct {
 		All       bool     `schema:"all"`
 		Artifacts []string `schema:"artifacts"`
+		Ignore    bool     `schema:"ignore"`
 	}{}
 
 	if err := decoder.Decode(&query, r.URL.Query()); err != nil {
@@ -191,11 +192,16 @@ func BatchRemoveArtifact(w http.ResponseWriter, r *http.Request) {
 	removeOptions := entities.ArtifactRemoveOptions{
 		Artifacts: query.Artifacts,
 		All:       query.All,
+		Ignore:    query.Ignore,
 	}
 
 	artifacts, err := imageEngine.ArtifactRm(r.Context(), removeOptions)
 	if err != nil {
 		if errors.Is(err, libartifact_types.ErrArtifactNotExist) {
+			if removeOptions.Ignore {
+				utils.WriteResponse(w, http.StatusOK, artifacts)
+				return
+			}
 			utils.ArtifactNotFound(w, "", err)
 			return
 		}
diff --git a/pkg/api/server/register_artifacts.go b/pkg/api/server/register_artifacts.go
index a67aba5145..22aba9def2 100644
--- a/pkg/api/server/register_artifacts.go
+++ b/pkg/api/server/register_artifacts.go
@@ -116,6 +116,10 @@ func (s *APIServer) registerArtifactHandlers(r *mux.Router) error {
 	//    in: query
 	//    description: Remove all artifacts
 	//    type: boolean
+	//  - name: ignore
+	//    in: query
+	//    description: Ignore errors if artifact do not exist
+	//    type: boolean
 	// responses:
 	//   200:
 	//     $ref: "#/responses/artifactRemoveResponse"
diff --git a/pkg/bindings/artifacts/types.go b/pkg/bindings/artifacts/types.go
index 633c15b5ce..e9d06dadac 100644
--- a/pkg/bindings/artifacts/types.go
+++ b/pkg/bindings/artifacts/types.go
@@ -52,6 +52,8 @@ type RemoveOptions struct {
 	All *bool
 	// Artifacts is a list of Artifact IDs or names to remove
 	Artifacts []string
+	// Ignore errors if IDs or names are not defined
+	Ignore *bool
 }
 
 // AddOptions are optional options for removing images
diff --git a/pkg/bindings/artifacts/types_remove_options.go b/pkg/bindings/artifacts/types_remove_options.go
index d61846f5ed..48d8046629 100644
--- a/pkg/bindings/artifacts/types_remove_options.go
+++ b/pkg/bindings/artifacts/types_remove_options.go
@@ -46,3 +46,18 @@ func (o *RemoveOptions) GetArtifacts() []string {
 	}
 	return o.Artifacts
 }
+
+// WithIgnore set field Ignore to given value
+func (o *RemoveOptions) WithIgnore(value bool) *RemoveOptions {
+	o.Ignore = &value
+	return o
+}
+
+// GetIgnore returns value of field Ignore
+func (o *RemoveOptions) GetIgnore() bool {
+	if o.Ignore == nil {
+		var z bool
+		return z
+	}
+	return *o.Ignore
+}
diff --git a/pkg/domain/entities/artifact.go b/pkg/domain/entities/artifact.go
index 7eede3dfee..48dc62a9f6 100644
--- a/pkg/domain/entities/artifact.go
+++ b/pkg/domain/entities/artifact.go
@@ -96,6 +96,8 @@ type ArtifactRemoveOptions struct {
 	All bool
 	// Artifacts is a list of Artifact IDs or names to remove
 	Artifacts []string
+	// Ignore if a specified artifact does not exist and do not throw any error.
+	Ignore bool
 }
 
 type ArtifactRemoveReport = entitiesTypes.ArtifactRemoveReport
diff --git a/pkg/domain/infra/abi/artifact.go b/pkg/domain/infra/abi/artifact.go
index c53ce2eac6..26c6a203ea 100644
--- a/pkg/domain/infra/abi/artifact.go
+++ b/pkg/domain/infra/abi/artifact.go
@@ -4,6 +4,7 @@ package abi
 
 import (
 	"context"
+	"errors"
 	"fmt"
 	"io"
 	"os"
@@ -12,6 +13,7 @@ import (
 	"github.com/containers/podman/v5/pkg/domain/entities"
 	"github.com/containers/podman/v5/pkg/libartifact/types"
 	"github.com/opencontainers/go-digest"
+	"github.com/sirupsen/logrus"
 	"go.podman.io/common/libimage"
 )
 
@@ -124,6 +126,10 @@ func (ir *ImageEngine) ArtifactRm(ctx context.Context, opts entities.ArtifactRem
 	for _, namesOrDigest := range namesOrDigests {
 		artifactDigest, err := artStore.Remove(ctx, namesOrDigest)
 		if err != nil {
+			if opts.Ignore && errors.Is(err, types.ErrArtifactNotExist) {
+				logrus.Debugf("Artifact with name or digest %q does not exist, ignoring error as request", namesOrDigest)
+				continue
+			}
 			return nil, err
 		}
 		artifactDigests = append(artifactDigests, artifactDigest)
diff --git a/pkg/domain/infra/tunnel/artifact.go b/pkg/domain/infra/tunnel/artifact.go
index 34e79c9dc5..8f647a89a4 100644
--- a/pkg/domain/infra/tunnel/artifact.go
+++ b/pkg/domain/infra/tunnel/artifact.go
@@ -57,6 +57,7 @@ func (ir *ImageEngine) ArtifactRm(_ context.Context, opts entities.ArtifactRemov
 	removeOptions := artifacts.RemoveOptions{
 		All:       &opts.All,
 		Artifacts: opts.Artifacts,
+		Ignore:    &opts.Ignore,
 	}
 
 	return artifacts.Remove(ir.ClientCtx, "", &removeOptions)
diff --git a/test/apiv2/python/rest_api/test_v2_0_0_artifact.py b/test/apiv2/python/rest_api/test_v2_0_0_artifact.py
index 182f31ec75..c584ca386a 100644
--- a/test/apiv2/python/rest_api/test_v2_0_0_artifact.py
+++ b/test/apiv2/python/rest_api/test_v2_0_0_artifact.py
@@ -527,6 +527,20 @@ class ArtifactTestCase(APITestCase):
         rjson = r.json()
         self.assertEqual(len(rjson), 0)
 
+    def test_remove_with_ignore(self):
+        # Test remove non existent artifacts with ignore
+        removeparameters: dict[str, str | list[str]] = {
+            "Artifacts": "fake_artifact",
+            "ignore": "true",
+        }
+
+        url = self.uri("/artifacts/remove")
+        r = requests.delete(url, params=removeparameters)
+        rjson = r.json()
+
+        # Assert correct response code
+        self.assertEqual(r.status_code, 200, r.text)
+
     def test_remove_absent_artifact_fails(self):
         ARTIFACT_NAME = "localhost/fake/artifact:latest"
         url = self.uri("/artifacts/" + ARTIFACT_NAME)
diff --git a/test/e2e/artifact_test.go b/test/e2e/artifact_test.go
index 8b3a836271..c58caebb84 100644
--- a/test/e2e/artifact_test.go
+++ b/test/e2e/artifact_test.go
@@ -245,6 +245,22 @@ var _ = Describe("Podman artifact", func() {
 		// There should be no artifacts in the store
 		rmAll := podmanTest.PodmanExitCleanly("artifact", "ls", "--noheading")
 		Expect(rmAll.OutputToString()).To(BeEmpty())
+
+		// Trying to remove an artifact that does not exist should pass with -i
+		podmanTest.PodmanExitCleanly("artifact", "rm", "-i", "foobar")
+
+		// Add an artifact to test remove with --ignore flag
+		artifact3File, err := createArtifactFile(4192)
+		Expect(err).ToNot(HaveOccurred())
+		artifact3Name := "localhost/test/artifact3"
+		_ = podmanTest.PodmanExitCleanly("artifact", "add", artifact3Name, artifact3File)
+
+		// Trying to remove an existing artifact should also pass with -i
+		podmanTest.PodmanExitCleanly("artifact", "rm", "-i", artifact3Name)
+
+		// There should be no artifacts in the store at this point
+		rmAll = podmanTest.PodmanExitCleanly("artifact", "ls", "--noheading")
+		Expect(rmAll.OutputToString()).To(BeEmpty())
 	})
 
 	It("podman artifact inspect with full or partial digest", func() {