Preechanon Chatthai
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Update README.md
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README.md
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@@ -24,11 +24,12 @@ This repository contains the finetuned mT5-base model for Thai sentence summariz
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### Example
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```python
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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tokenizer = AutoTokenizer.from_pretrained("preechanon/mt5-base-thaisum-text-summarization")
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model = AutoModelForSeq2SeqLM.from_pretrained("preechanon/mt5-base-thaisum-text-summarization")
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new_input_string = "
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input_ =tokenizer(new_input_string, truncation=True, max_length=1024, return_tensors="pt")
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with torch.no_grad():
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preds = model.generate(
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input_['input_ids'].to('cpu'),
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@@ -38,6 +39,9 @@ with torch.no_grad():
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remove_invalid_values=True,
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max_length=140,
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)
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```
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### Score
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### Example
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```python
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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import torch
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tokenizer = AutoTokenizer.from_pretrained("preechanon/mt5-base-thaisum-text-summarization")
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model = AutoModelForSeq2SeqLM.from_pretrained("preechanon/mt5-base-thaisum-text-summarization")
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new_input_string = "ข้อความที่ต้องการ"
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input_ = tokenizer(new_input_string, truncation=True, max_length=1024, return_tensors="pt")
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with torch.no_grad():
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preds = model.generate(
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input_['input_ids'].to('cpu'),
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remove_invalid_values=True,
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max_length=140,
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)
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summary = tokenizer.decode(preds[0], skip_special_tokens=True)
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summary
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```
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### Score
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