Make llama-cpp-python not crash immediately

This commit is contained in:
oobabooga 2024-07-04 19:15:37 -07:00
parent f77cf159ba
commit f243b4ca9c
3 changed files with 37 additions and 73 deletions

View file

@ -1,3 +1,4 @@
import importlib
from typing import Sequence
from tqdm import tqdm
@ -5,20 +6,38 @@ from tqdm import tqdm
from modules import shared
from modules.cache_utils import process_llamacpp_cache
try:
import llama_cpp
except:
llama_cpp = None
try:
import llama_cpp_cuda
except:
llama_cpp_cuda = None
def llama_cpp_lib():
return_lib = None
try:
import llama_cpp_cuda_tensorcores
except:
llama_cpp_cuda_tensorcores = None
if shared.args.cpu:
try:
return_lib = importlib.import_module('llama_cpp')
except:
pass
if shared.args.tensorcores and return_lib is None:
try:
return_lib = importlib.import_module('llama_cpp_cuda_tensorcores')
except:
pass
if return_lib is None:
try:
return_lib = importlib.import_module('llama_cpp_cuda')
except:
pass
if return_lib is None and not shared.args.cpu:
try:
return_lib = importlib.import_module('llama_cpp')
except:
pass
if return_lib is not None:
monkey_patch_llama_cpp_python(return_lib)
return return_lib
def eval_with_progress(self, tokens: Sequence[int]):
@ -63,7 +82,7 @@ def eval_with_progress(self, tokens: Sequence[int]):
self.n_tokens += n_tokens
def monkey_patch_generate(lib):
def monkey_patch_llama_cpp_python(lib):
def my_generate(self, *args, **kwargs):
@ -77,11 +96,6 @@ def monkey_patch_generate(lib):
for output in self.original_generate(*args, **kwargs):
yield output
lib.Llama.eval = eval_with_progress
lib.Llama.original_generate = lib.Llama.generate
lib.Llama.generate = my_generate
for lib in [llama_cpp, llama_cpp_cuda, llama_cpp_cuda_tensorcores]:
if lib is not None:
lib.Llama.eval = eval_with_progress
monkey_patch_generate(lib)