初始化项目,由ModelHub XC社区提供模型

Model: flax-community/papuGaPT2
Source: Original Platform
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ModelHub XC
2026-10-08 21:39:57 +08:00
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from transformers import GPT2Config
model_dir = "." # ${MODEL_DIR}
config = GPT2Config.from_pretrained("gpt2", resid_pdrop=0.0, embd_pdrop=0.0, attn_pdrop=0.0)
config.save_pretrained(model_dir)

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from datasets import load_dataset
from tokenizers import trainers, Tokenizer, normalizers, ByteLevelBPETokenizer
model_dir = "." # ${MODEL_DIR}
# load dataset
dataset = load_dataset("allegro_reviews", split="train")
# Instantiate tokenizer
tokenizer = ByteLevelBPETokenizer()
def batch_iterator(batch_size=1000):
for i in range(0, len(dataset), batch_size):
yield dataset[i: i + batch_size]["text"]
# Customized training
tokenizer.train_from_iterator(batch_iterator(), vocab_size=50265, min_frequency=2, special_tokens=[
"<s>",
"<pad>",
"</s>",
"<unk>",
"<mask>",
])
# Save files to disk
tokenizer.save(f"{model_dir}/tokenizer.json")