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Generate Arabic reviews sentences with model GPT-2 Medium.
Load model
from transformers import AutoTokenizer, AutoModelWithLMHead
tokenizer = AutoTokenizer.from_pretrained("mofawzy/gpt-2-medium-ar")
model = AutoModelWithLMHead.from_pretrained("mofawzy/gpt-2-medium-ar")
Eval:
***** eval metrics *****
epoch = 20.0
eval_loss = 1.7798
eval_mem_cpu_alloc_delta = 3MB
eval_mem_cpu_peaked_delta = 0MB
eval_mem_gpu_alloc_delta = 0MB
eval_mem_gpu_peaked_delta = 7044MB
eval_runtime = 0:03:03.37
eval_samples = 527
eval_samples_per_second = 2.874
perplexity = 5.9285
Notebook:
https://colab.research.google.com/drive/1P0Raqrq0iBLNH87DyN9j0SwWg4C2HubV?usp=sharing
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