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Disable half2 for ExLlama when using HIP (#2912)

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ardfork 2023-06-29 18:03:16 +00:00 committed by GitHub
parent ac0f96e785
commit 3c076c3c80
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2 changed files with 13 additions and 0 deletions
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8
modules/exllama.py
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@ -1,6 +1,8 @@
import sys import sys
from pathlib import Path from pathlib import Path
from torch import version as torch_version
from modules import shared from modules import shared
from modules.logging_colors import logger from modules.logging_colors import logger
@ -51,6 +53,12 @@ class ExllamaModel:
if shared.args.gpu_split: if shared.args.gpu_split:
config.set_auto_map(shared.args.gpu_split) config.set_auto_map(shared.args.gpu_split)
config.gpu_peer_fix = True config.gpu_peer_fix = True
if torch_version.hip:
config.rmsnorm_no_half2 = True
config.rope_no_half2 = True
config.matmul_no_half2 = True
config.silu_no_half2 = True
model = ExLlama(config) model = ExLlama(config)
tokenizer = ExLlamaTokenizer(str(tokenizer_model_path)) tokenizer = ExLlamaTokenizer(str(tokenizer_model_path))

5
modules/exllama_hf.py
View File

@ -97,6 +97,11 @@ class ExllamaHF(PreTrainedModel):
if shared.args.gpu_split: if shared.args.gpu_split:
config.set_auto_map(shared.args.gpu_split) config.set_auto_map(shared.args.gpu_split)
config.gpu_peer_fix = True config.gpu_peer_fix = True
if torch.version.hip:
config.rmsnorm_no_half2 = True
config.rope_no_half2 = True
config.matmul_no_half2 = True
config.silu_no_half2 = True
# This slowes down a bit but align better with autogptq generation. # This slowes down a bit but align better with autogptq generation.
# TODO: Should give user choice to tune the exllama config # TODO: Should give user choice to tune the exllama config