fix: Automatically disable mmap for Intel SYCL backends (#9012) (#9015)

* fix: Automatically disable mmap for Intel SYCL backends

Fixes issue #9012 where Qwen3.5 models fail to load on Intel Arc GPU
with RPC EOF error.

The Intel SYCL backend has a known issue where mmap enabled causes
the backend to hang. This change automatically disables mmap when
detecting Intel or SYCL backends.

References:
- #9012
- Documentation mentions: SYCL hangs when mmap: true is set

* feat: Add logging for mmap auto-disable on Intel SYCL backends

As requested in PR review, add xlog.Info call to log when mmap
is automatically disabled for Intel SYCL backends. This helps
with debugging and confirms the auto-disable logic is working.

---------

Co-authored-by: localai-bot <localai-bot@users.noreply.github.com>

Author: localai-bot

core/backend/options.go

@@ -1,6 +1,7 @@
 package backend
 
 import (
+	"strings"
 	"math/rand"
 	"os"
 	"path/filepath"
@@ -109,6 +110,16 @@ func grpcModelOpts(c config.ModelConfig, modelPath string) *pb.ModelOptions {
 		mmap = *c.MMap
 	}
 
+	// Intel SYCL backend has issues with mmap enabled
+	// See: https://github.com/mudler/LocalAI/issues/9012
+	// Automatically disable mmap for Intel SYCL backends
+	if c.Backend != "" {
+		if strings.Contains(strings.ToLower(c.Backend), "intel") || strings.Contains(strings.ToLower(c.Backend), "sycl") {
+			mmap = false
+			xlog.Info("Auto-disabling mmap for Intel SYCL backend", "backend", c.Backend)
+		}
+	}
+
 	ctxSize := 4096
 	if c.ContextSize != nil {
 		ctxSize = *c.ContextSize