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l.gabrysiak 2025-02-25 14:50:09 +01:00
parent 745446f6fd
commit 0ace5d1348
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hft.py
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@ -10,6 +10,7 @@ import pytesseract
import docx2txt import docx2txt
import PyPDF2 import PyPDF2
import json import json
from torch.cuda.amp import autocast
from collections import defaultdict from collections import defaultdict
from huggingface_hub import login from huggingface_hub import login
@ -165,6 +166,8 @@ tokenized_dataset = dataset.map(tokenize_function, batched=True, batch_size=32)
config = AutoModelForCausalLM.from_pretrained(model_name).config config = AutoModelForCausalLM.from_pretrained(model_name).config
#model = CustomModel.from_pretrained(model_name, config=config) #model = CustomModel.from_pretrained(model_name, config=config)
model = CustomModel.from_pretrained(model_name) model = CustomModel.from_pretrained(model_name)
model.config.gradient_checkpointing = True
model.config.use_cache = False
model.resize_token_embeddings(len(tokenizer)) model.resize_token_embeddings(len(tokenizer))
model.gradient_checkpointing_enable() model.gradient_checkpointing_enable()