Merge pull request #3684 from ollama/mxyng/scale-graph

scale graph based on gpu count
ollama · Apr 16, 2024 · fb9580d · fb9580d
2 parents 7c9792a + 26df674
commit fb9580d
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Showing 2 changed files with 4 additions and 1 deletion.
diff --git a/gpu/gpu_darwin.go b/gpu/gpu_darwin.go
@@ -55,6 +55,6 @@ func getCPUMem() (memInfo, error) {
 	return memInfo{
 		TotalMemory: uint64(C.getPhysicalMemory()),
 		FreeMemory:  0,
-		DeviceCount: 0,
+		DeviceCount: 1,
 	}, nil
 }
diff --git a/llm/server.go b/llm/server.go
@@ -79,6 +79,9 @@ func NewLlamaServer(model string, adapters, projectors []string, opts api.Option
 		graphFullOffload = graphPartialOffload
 	}
 
+	graphFullOffload *= uint64(info.DeviceCount)
+	graphPartialOffload *= uint64(info.DeviceCount)
+
 	// memoryRequiredTotal represents the memory required for full GPU offloading (all layers)
 	memoryRequiredTotal := memoryMinimum + graphFullOffload