Skip to content
Merged
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
6 changes: 4 additions & 2 deletions nodes.py
Original file line number Diff line number Diff line change
Expand Up @@ -79,13 +79,14 @@ def unpatch_model(self, device_to=None, unpatch_weights=True):

def pin_weight_to_device(self, key):
op_key = key.rsplit('.', 1)[0]
if self.named_modules_to_munmap is not None and op_key in self.named_modules_to_munmap:
if not self.mmap_released and op_key in self.named_modules_to_munmap:
# TODO: possible to OOM, find better way to detach
self.named_modules_to_munmap[op_key].to(self.load_device).to(self.offload_device)
del self.named_modules_to_munmap[op_key]
super().pin_weight_to_device(key)

mmap_released = False
named_modules_to_munmap = {}

def load(self, *args, force_patch_weights=False, **kwargs):
if not self.mmap_released:
Expand Down Expand Up @@ -115,7 +116,7 @@ def load(self, *args, force_patch_weights=False, **kwargs):
# TODO: possible to OOM, find better way to detach
m.to(self.load_device).to(self.offload_device)
self.mmap_released = True
self.named_modules_to_munmap = None
self.named_modules_to_munmap = {}

def clone(self, *args, **kwargs):
src_cls = self.__class__
Expand All @@ -125,6 +126,7 @@ def clone(self, *args, **kwargs):
self.__class__ = src_cls
# GGUF specific clone values below
n.patch_on_device = getattr(self, "patch_on_device", False)
n.mmap_released = getattr(self, "mmap_released", False)
if src_cls != GGUFModelPatcher:
n.size = 0 # force recalc
return n
Expand Down