diff --git a/go.mod b/go.mod
index 8dcbac1d2..3eb181ee9 100644
--- a/go.mod
+++ b/go.mod
@@ -286,7 +286,10 @@ require (
 	modernc.org/memory v1.11.0 // indirect
 )
 
-require github.com/gpustack/gguf-parser-go v0.22.1
+require (
+	github.com/cespare/xxhash/v2 v2.3.0
+	github.com/gpustack/gguf-parser-go v0.22.1
+)
 
 require (
 	cyphar.com/go-pathrs v0.2.1 // indirect
diff --git a/go.sum b/go.sum
index bb8d3f3a0..550b43819 100644
--- a/go.sum
+++ b/go.sum
@@ -229,7 +229,6 @@ github.com/cenkalti/backoff/v4 v4.2.1 h1:y4OZtCnogmCPw98Zjyt5a6+QwPLGkiQsYW5oUqy
 github.com/cenkalti/backoff/v4 v4.2.1/go.mod h1:Y3VNntkOUPxTVeUxJ/G5vcM//AlwfmyYozVcomhLiZE=
 github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU=
 github.com/census-instrumentation/opencensus-proto v0.3.0/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU=
-github.com/cespare/xxhash v1.1.0 h1:a6HrQnmkObjyL+Gs60czilIUGqrzKutQD6XZog3p+ko=
 github.com/cespare/xxhash v1.1.0/go.mod h1:XrSqR1VqqWfGrhpAt58auRo0WTKS1nRRg3ghfAqPWnc=
 github.com/cespare/xxhash/v2 v2.1.1/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
 github.com/cespare/xxhash/v2 v2.1.2/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
diff --git a/syft/source/ocimodelsource/resolver.go b/syft/source/ocimodelsource/resolver.go
index 8bff55ba4..4762059dc 100644
--- a/syft/source/ocimodelsource/resolver.go
+++ b/syft/source/ocimodelsource/resolver.go
@@ -178,6 +178,15 @@ func (r *ociModelResolver) cleanup() error {
 // extractVirtualPath generates a virtual path for a GGUF layer.
 // This simulates where the file would be in the artifact.
 func extractVirtualPath(layerIndex int, annotations map[string]string) string {
+	// Check if there's a title annotation that specifies the filename
+	if title, ok := annotations["org.opencontainers.image.title"]; ok && title != "" {
+		// Ensure it starts with /
+		if !strings.HasPrefix(title, "/") {
+			return "/" + title
+		}
+		return title
+	}
+	// Fall back to default naming
 	return fmt.Sprintf("/model-layer-%d.gguf", layerIndex)
 }