تأثير درجة الحرارة في توليد النصوص - كتاب الذكاء الإصطناعي - الصف 12 - الفصل 1 - المملكة العربية السعودية

يحقق هذا مخرجات أكثر تنوعًا، مع الحفاظ على دقة وسلامة النص المولد. حيث يستخدم النص مفردات غنية وهو سليم نحويًا. يسمح الإصدار الثاني من المحول التوليدي مسبق التدريب (2-GPT) بتخصيص المخرج بشكل أفضل. يتضح ذلك عند استخدام متغير temperature (درجة الحرارة) الذي يسمح للنموذج بتقليل المزيد من المخاطر بل وأحيانًا اختيار بعض الكلمات الأقل احتمالاً. القيم الأعلى لهذا المتغير تؤدي إلى نصوص أكثر تنوعًا، مثل:

# Generate tokens with higher diversity generated_tokens = generator.generate( encoded_text, max_length=200, do_sample=True, temperature=2.0) print(tokenizer.decode(generated_tokens[0], skip_special_tokens=True))

We had dinner at this restaurant yesterday. It is very close to my house. All my friends were there, we had a great time. The location is excellent and the steaks were delicious.I will definitely return soon, highly recommended! Worth a 5 I thought a steak at a large butcher was the end story!! We were lucky. The price was cheap!! That night though as soon as dinner was on my turn that price cut completely out. At the tail area they only have french fries or kiwifet - no gravy - they get a hard egg the other day too they call kawif at 3 PM it will be better this summer if I stay more late with friends. When asked it takes 2 or 3 weeks so far to cook that in this house. Once I found a place it was great. Everything I am waiting is just perfect as usual....great prices especially at one where a single bite would suffice or make more as this only runs on the regular hours

ومع ذلك، إذا كانت درجة الحرارة مرتفعة للغاية، فإن النموذج سيتجاهل الإرشادات الأساسية التي تظهر في المدخل الأولي (Original Seed) ويولد مخرجًا أقل واقعية وليس له معنى:

# Too high temperature leads to divergence in the meaning of the tokens generated_tokens = generator.generate( encoded_text, max_length=200, do_sample=True, temperature=4.0) print(tokenizer.decode(generated_tokens[0], skip_special_tokens=True))

We had dinner at this restaurant yesterday. It is very close to my house. All my friends were there, we had a great time. The location is excellent And really nice steak house; amazing Mexican atmosphere to this very particular piece of house I just fell away before its due date, no surprise my 5yo one fell in right last July so it took forever at any number on it being 6 (with it taking two or or sometimes 3 month), I really have found comfort/affability on many more restaurants when ordering.If you try at places will NOT come out before they leave everything until 1 hour but sometimes wait two nights waiting for 2+ then when 2 times you leave you wait in until 6 in such that it works to

وزارة التعليم Ministry of Education 2025 - 1447

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يحقق هذا مخرجات أكثر تنوعًا، مع الحفاظ على دقة وسلامة النص المولد. حيث يستخدم النص مفردات غنية وهو سليم نحويًا. يسمح الإصدار الثاني من المحول التوليدي مسبق التدريب (2-GPT) بتخصيص المخرج بشكل أفضل. يتضح ذلك عند استخدام متغير temperature (درجة الحرارة) الذي يسمح للنموذج بتقليل المزيد من المخاطر بل وأحيانًا اختيار بعض الكلمات الأقل احتمالاً. القيم الأعلى لهذا المتغير تؤدي إلى نصوص أكثر تنوعًا، مثل:# Generate tokens with higher diversity generated_tokens = generator.generate( encoded_text, max_length=200, do_sample=True, temperature=2.0)print(tokenizer.decode(generated_tokens[0], skip_special_tokens=True))We had dinner at this restaurant yesterday. It is very close to my house. All my friends were there, we had a great time. The location is excellent and the steaks were delicious.I will definitely return soon, highly recommended!Worth a 5 I thought a steak at a large butcher was the end story!! We were lucky. The price was cheap!! That night though as soon as dinner was on my turn that price cut completely out. At the tail area they only have french fries or kiwifet - no gravy - they get a hard egg the other day too they call kawif at 3 PM it will be better this summer if I stay more late with friends. When asked it takes 2 or 3 weeks so far to cook that in this house. Once I found a place it was great. Everything I am waiting is just perfect as usual....great prices especially at one where a single bite would suffice or make more as this only runs on the regular hoursومع ذلك، إذا كانت درجة الحرارة مرتفعة للغاية، فإن النموذج سيتجاهل الإرشادات الأساسية التي تظهر في المدخل الأولي (Original Seed) ويولد مخرجًا أقل واقعية وليس له معنى:# Too high temperature leads to divergence in the meaning of the tokens generated_tokens = generator.generate( encoded_text, max_length=200, do_sample=True, temperature=4.0)print(tokenizer.decode(generated_tokens[0], skip_special_tokens=True))We had dinner at this restaurant yesterday. It is very close to my house. All my friends were there, we had a great time. The location is excellent And really nice steak house; amazing Mexican atmosphere to this very particular piece of house I just fell away before its due date, no surprise my 5yo one fell in right last July so it took forever at any number on it being 6 (with it taking two or or sometimes 3 month), I really have found comfort/affability on many more restaurants when ordering.If you try at places will NOT come out before they leave everything until 1 hour but sometimes wait two nights waiting for 2+ then when 2 times you leave you wait in until 6 in such that it works to2025 - 1447