Allow setting max vram for workarounds
Until we get all the memory calculations correct, this can provide and escape valve for users to workaround out of memory crashes.
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2 changed files with 24 additions and 0 deletions
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@ -242,6 +242,15 @@ func getCPUMem() (memInfo, error) {
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}
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func CheckVRAM() (int64, error) {
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userLimit := os.Getenv("OLLAMA_MAX_VRAM")
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if userLimit != "" {
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avail, err := strconv.ParseInt(userLimit, 10, 64)
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if err != nil {
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return 0, fmt.Errorf("Invalid OLLAMA_MAX_VRAM setting %s: %s", userLimit, err)
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}
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slog.Info(fmt.Sprintf("user override OLLAMA_MAX_VRAM=%d", avail))
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return avail, nil
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}
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gpuInfo := GetGPUInfo()
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if gpuInfo.FreeMemory > 0 && (gpuInfo.Library == "cuda" || gpuInfo.Library == "rocm") {
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// leave 10% or 1024MiB of VRAM free per GPU to handle unaccounted for overhead
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@ -1,6 +1,7 @@
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//go:build darwin
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package gpu
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/*
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#cgo CFLAGS: -x objective-c
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#cgo LDFLAGS: -framework Foundation -framework CoreGraphics -framework Metal
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@ -8,11 +9,25 @@ package gpu
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*/
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import "C"
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import (
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"fmt"
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"log/slog"
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"os"
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"runtime"
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"strconv"
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)
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// CheckVRAM returns the free VRAM in bytes on Linux machines with NVIDIA GPUs
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func CheckVRAM() (int64, error) {
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userLimit := os.Getenv("OLLAMA_MAX_VRAM")
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if userLimit != "" {
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avail, err := strconv.ParseInt(userLimit, 10, 64)
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if err != nil {
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return 0, fmt.Errorf("Invalid OLLAMA_MAX_VRAM setting %s: %s", userLimit, err)
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}
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slog.Info(fmt.Sprintf("user override OLLAMA_MAX_VRAM=%d", avail))
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return avail, nil
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}
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if runtime.GOARCH == "amd64" {
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// gpu not supported, this may not be metal
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return 0, nil
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