diff --git a/llm/ggml.go b/llm/ggml.go
index 932efe62..f40f17e5 100644
--- a/llm/ggml.go
+++ b/llm/ggml.go
@@ -381,6 +381,12 @@ func (llm GGML) GraphSize(context, batch uint64) (partialOffload, fullOffload ui
 		)
 
 		partialOffload = 4*batch*(2*embedding+vocab) + embedding*vocab*105/128
+	case "stablelm":
+		fullOffload = 4 * batch * (context*(1+heads) + 3*embedding + 2)
+		partialOffload = max(
+			4*batch*(vocab+2*embedding),
+			fullOffload,
+		)
 	}
 
 	return
diff --git a/llm/server.go b/llm/server.go
index a9bfdc47..3cab6f1d 100644
--- a/llm/server.go
+++ b/llm/server.go
@@ -112,7 +112,6 @@ func NewLlamaServer(model string, adapters, projectors []string, opts api.Option
 	var memoryLayerOutput uint64
 	for k, v := range layers {
 		if !strings.HasPrefix(k, "blk.") {
-			slog.Info("aaa", "name", k, "size", format.HumanBytes2(v.size()))
 			memoryLayerOutput += v.size()
 		}
 	}