實(shí)踐：第14章 課程學(xué)習(xí)與實(shí)踐總結(jié)

PAGE20 大語言模型通識(shí) 課程學(xué)習(xí)與實(shí)踐總結(jié) PAGE21第1第14章課程學(xué)習(xí)與實(shí)踐總結(jié)課程學(xué)習(xí)與實(shí)踐總結(jié)1.課程的基本內(nèi)容至此，我們順利完成了“大語言模型”課程的全部教學(xué)任務(wù)。為鞏固通過課程學(xué)習(xí)和實(shí)踐活動(dòng)所了解和掌握的知識(shí)和技術(shù)，請(qǐng)就此做一個(gè)系統(tǒng)的總結(jié)。由于篇幅有限，如果書中預(yù)留的空白不夠，請(qǐng)另外附紙張粘貼在邊上。（1）本學(xué)期完成的“大語言模型”課程的學(xué)習(xí)內(nèi)容主要有（請(qǐng)根據(jù)實(shí)際完成的情況填寫）：第1章：主要內(nèi)容是：_______________________________________________________________________________________________________________________________________________________________________________________________________________________________第2章：主要內(nèi)容是：_______________________________________________________________________________________________________________________________________________________________________________________________________________________________第3章：主要內(nèi)容是：_______________________________________________________________________________________________________________________________________________________________________________________________________________________________第4章：主要內(nèi)容是：_______________________________________________________________________________________________________________________________________________________________________________________________________________________________第5章：主要內(nèi)容是：_______________________________________________________________________________________________________________________________________________________________________________________________________________________________第6章：主要內(nèi)容是：_______________________________________________________________________________________________________________________________________________________________________________________________________________________________第7章：主要內(nèi)容是：_______________________________________________________________________________________________________________________________________________________________________________________________________________________________第8章：主要內(nèi)容是：_______________________________________________________________________________________________________________________________________________________________________________________________________________________________第9章：主要內(nèi)容是：_______________________________________________________________________________________________________________________________________________________________________________________________________________________________第10章：主要內(nèi)容是：______________________________________________________________________________________________________________________________________________________________________________________________________________________________第11章：主要內(nèi)容是：______________________________________________________________________________________________________________________________________________________________________________________________________________________________第12章：主要內(nèi)容是：______________________________________________________________________________________________________________________________________________________________________________________________________________________________第13章：主要內(nèi)容是：______________________________________________________________________________________________________________________________________________________________________________________________________________________________第14章：主要內(nèi)容是：______________________________________________________________________________________________________________________________________________________________________________________________________________________________（2）請(qǐng)回顧并簡(jiǎn)述：通過學(xué)習(xí)，你初步了解了哪些有關(guān)人工智能和大語言模型的重要概念（至少3項(xiàng)）：① 名稱：____________________________________________________________________簡(jiǎn)述：________________________________________________________________________________________________________________________________________________________________________________________________________________________________________② 名稱：____________________________________________________________________簡(jiǎn)述：________________________________________________________________________________________________________________________________________________________________________________________________________________________________________③ 名稱：____________________________________________________________________簡(jiǎn)述：________________________________________________________________________________________________________________________________________________________________________________________________________________________________________④ 名稱：____________________________________________________________________簡(jiǎn)述：________________________________________________________________________________________________________________________________________________________________________________________________________________________________________⑤ 名稱：____________________________________________________________________簡(jiǎn)述：________________________________________________________________________________________________________________________________________________________________________________________________________________________________________2.對(duì)實(shí)踐活動(dòng)的基本評(píng)價(jià)（1）在全部實(shí)踐活動(dòng)中，你印象最深，或者相比較而言你認(rèn)為最有價(jià)值的是：①___________________________________________________________________________你的理由是：____________________________________________________________________________________________________________________________________________________②___________________________________________________________________________你的理由是：____________________________________________________________________________________________________________________________________________________（2）在實(shí)踐活動(dòng)中，你認(rèn)為應(yīng)該得到加強(qiáng)的是：①___________________________________________________________________________你的理由是：____________________________________________________________________________________________________________________________________________________②___________________________________________________________________________你的理由是：____________________________________________________________________________________________________________________________________________________（3）對(duì)于本課程和本書的學(xué)習(xí)內(nèi)容，你認(rèn)為應(yīng)該改進(jìn)的其他意見和建議是：________________________________________________________________________________________________________________________________________________________________3.課程學(xué)習(xí)能力測(cè)評(píng)請(qǐng)根據(jù)你在本課程中的學(xué)習(xí)情況，客觀地在人工智能與大語言模型知識(shí)方面對(duì)自己做一個(gè)能力測(cè)評(píng)，在表14-1的“測(cè)評(píng)結(jié)果”欄中合適的項(xiàng)下打“”。表14-1課程學(xué)習(xí)能力測(cè)評(píng)關(guān)鍵能力評(píng)價(jià)指標(biāo)測(cè)評(píng)結(jié)果備注很好較好一般勉強(qiáng)較差課程基礎(chǔ)內(nèi)容1.了解本課程的知識(shí)體系、理論基礎(chǔ)及其發(fā)展2.熟悉人工智能相關(guān)知識(shí)3.掌握大模型定義與基礎(chǔ)知識(shí)4.了解大模型架構(gòu)的知識(shí)5.了解大模型的人工數(shù)據(jù)標(biāo)注專業(yè)基礎(chǔ)知識(shí)6.了解大模型預(yù)訓(xùn)練數(shù)據(jù)知識(shí)7.了解大模型的開發(fā)組織8.了解大模型的分布式訓(xùn)練9.熟悉大模型提示工程與微調(diào)10.了解強(qiáng)化學(xué)習(xí)方法基于知識(shí)的系統(tǒng)11.熟悉基于大模型的智能體技術(shù)12.熟悉基于大模型的智能體技術(shù)13.熟悉大模型應(yīng)用框架14.熟悉大模型技術(shù)倫理與限制15.了解和完成大模型評(píng)估16.了解大模型的健康未來安全與發(fā)展17.熟悉大模型安全與隱私保護(hù)18.熟悉人工智能技術(shù)的發(fā)展解決問題與創(chuàng)新19.掌握通過網(wǎng)絡(luò)提高專業(yè)能力、豐富專業(yè)知識(shí)的學(xué)習(xí)方法20.能根據(jù)現(xiàn)有的知識(shí)與技能創(chuàng)新地提出有價(jià)值的觀點(diǎn)說明：“很好”5分，“較好”4分，余類推。全表滿分為100分，你的測(cè)評(píng)總分為：_________分。4.大語言模型學(xué)習(xí)總結(jié)______________________________________________________________________________________________________________________________________________________________________________________________________________________