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Update TimeLLM.py

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add try/except block to launch model and tokenizer download if not already available in local
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Hamza Ba-mohammed 2024-03-06 05:31:03 +01:00 committed by GitHub
parent aa2c4cdba5
commit bdd634deeb
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1 changed files with 28 additions and 9 deletions
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37
models/TimeLLM.py
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@ -46,21 +46,40 @@ class Model(nn.Module):
self.llama_config.num_hidden_layers = configs.llm_layers
self.llama_config.output_attentions = True
self.llama_config.output_hidden_states = True
self.llama = LlamaModel.from_pretrained(
"/mnt/alps/modelhub/pretrained_model/LLaMA/7B_hf/",
# 'huggyllama/llama-7b',
try:
self.llama = LlamaModel.from_pretrained(
# "/mnt/alps/modelhub/pretrained_model/LLaMA/7B_hf/",
'huggyllama/llama-7b',
trust_remote_code=True,
local_files_only=True,
config=self.llama_config,
load_in_4bit=True
# load_in_4bit=True
)
self.tokenizer = LlamaTokenizer.from_pretrained(
"/mnt/alps/modelhub/pretrained_model/LLaMA/7B_hf/tokenizer.model",
# 'huggyllama/llama-7b',
except EnvironmentError: # downloads model from HF is not already done
print("Local model files not found. Attempting to download...")
self.llama = LlamaModel.from_pretrained(
# "/mnt/alps/modelhub/pretrained_model/LLaMA/7B_hf/",
'huggyllama/llama-7b',
trust_remote_code=True,
local_files_only=True
local_files_only=False,
config=self.llama_config,
# load_in_4bit=True
)
try:
self.tokenizer = LlamaTokenizer.from_pretrained(
# "/mnt/alps/modelhub/pretrained_model/LLaMA/7B_hf/tokenizer.model",
'huggyllama/llama-7b',
trust_remote_code=True,
local_files_only=True
)
except EnvironmentError: # downloads the tokenizer from HF if not already done
print("Local tokenizer files not found. Atempting to download them..")
self.tokenizer = LlamaTokenizer.from_pretrained(
# "/mnt/alps/modelhub/pretrained_model/LLaMA/7B_hf/tokenizer.model",
'huggyllama/llama-7b',
trust_remote_code=True,
local_files_only=False
)
if self.tokenizer.eos_token:
self.tokenizer.pad_token = self.tokenizer.eos_token