rixty/KoboldAI-Client
1
1
Fork 0
mirror of https://github.com/KoboldAI/KoboldAI-Client.git synced 2025-06-05 21:59:24 +02:00
Code Issues Projects Releases Wiki Activity

Don't import breakmodel until it's actually needed

Browse Source 
breakmodel imports torch which takes a long time to import.
We should delay the importing of torch as long as possible.
This commit is contained in:
Gnome Ann
2021-09-01 14:04:37 -04:00
parent f1633d3e5c
commit 7e1b1add11
1 changed files with 2 additions and 1 deletions
Download Patch File Download Diff File Expand all files Collapse all files

3
aiserver.py
View File

@ -26,7 +26,6 @@ import gensettings
from utils import debounce from utils import debounce
import utils import utils
import structures import structures
import breakmodel
#==================================================================# #==================================================================#
# Variables & Storage # Variables & Storage
@ -392,6 +391,7 @@ if(not vars.model in ["InferKit", "Colab", "OAI", "ReadOnly"]):
if(vars.usegpu): if(vars.usegpu):
generator = pipeline('text-generation', model=model, tokenizer=tokenizer, device=0) generator = pipeline('text-generation', model=model, tokenizer=tokenizer, device=0)
elif(vars.breakmodel): # Use both RAM and VRAM (breakmodel) elif(vars.breakmodel): # Use both RAM and VRAM (breakmodel)
import breakmodel
n_layers = model.config.num_layers n_layers = model.config.num_layers
breakmodel.total_blocks = n_layers breakmodel.total_blocks = n_layers
model.half().to('cpu') model.half().to('cpu')
@ -442,6 +442,7 @@ if(not vars.model in ["InferKit", "Colab", "OAI", "ReadOnly"]):
if(vars.usegpu): if(vars.usegpu):
generator = pipeline('text-generation', model=vars.model, device=0) generator = pipeline('text-generation', model=vars.model, device=0)
elif(vars.breakmodel): # Use both RAM and VRAM (breakmodel) elif(vars.breakmodel): # Use both RAM and VRAM (breakmodel)
import breakmodel
model = AutoModel.from_pretrained(vars.model) model = AutoModel.from_pretrained(vars.model)
n_layers = model.config.num_layers n_layers = model.config.num_layers
breakmodel.total_blocks = n_layers breakmodel.total_blocks = n_layers