通化市网站建设_网站建设公司_Node.js_seo优化

以下是关于机器学习（ML）、深度学习（DL）与大语言模型（LLM）的实战讲解与分析，涵盖核心概念、应用场景及技术对比：

机器学习（ML）实战

核心方法

• 监督学习：用于分类（如随机森林、SVM）和回归（如线性回归）。示例代码：

  from sklearn.ensemble import RandomForestClassifier model = RandomForestClassifier() model.fit(X_train, y_train) predictions = model.predict(X_test)

• 无监督学习：聚类（K-Means）和降维（PCA）。适用于客户分群或数据压缩。

应用场景

• 金融风控：通过逻辑回归预测贷款违约风险。
• 零售推荐：协同过滤算法优化商品推荐。

深度学习（DL）实战

关键技术

• 神经网络架构：CNN（图像处理）、RNN/LSTM（时序数据）。示例代码：

  import tensorflow as tf model = tf.keras.Sequential([ tf.keras.layers.Conv2D(32, (3,3), activation='relu', input_shape=(28,28,1)), tf.keras.layers.MaxPooling2D((2,2)), tf.keras.layers.Flatten(), tf.keras.layers.Dense(10, activation='softmax') ]) model.compile(optimizer='adam', loss='sparse_categorical_crossentropy')

• 优化技巧：Dropout防止过拟合、Batch Normalization加速训练。

应用场景

• 医疗影像：CNN识别肿瘤病灶。
• 自动驾驶：CNN+RNN融合处理多模态传感器数据。

大语言模型（LLM）实战

核心能力

• 生成与理解：基于Transformer架构（如GPT-3、BERT）。示例代码：

  from transformers import pipeline generator = pipeline('text-generation', model='gpt2') result = generator("AI will change the future by", max_length=50)

• 微调方法：LoRA（低秩适配）降低计算成本，适配垂直领域任务。
• rogbbs.asus.com.cn/topics/101/feeds/63704
  rogbbs.asus.com.cn/topics/101/feeds/63705
  rogbbs.asus.com.cn/topics/101/feeds/63706
  rogbbs.asus.com.cn/topics/101/feeds/63707
  rogbbs.asus.com.cn/topics/101/feeds/63708
  rogbbs.asus.com.cn/topics/101/feeds/63709
  rogbbs.asus.com.cn/topics/101/feeds/63710
  rogbbs.asus.com.cn/topics/101/feeds/63711
  rogbbs.asus.com.cn/topics/101/feeds/63712
  rogbbs.asus.com.cn/topics/101/feeds/63714
  rogbbs.asus.com.cn/topics/101/feeds/63713
  rogbbs.asus.com.cn/topics/101/feeds/63715
  rogbbs.asus.com.cn/topics/101/feeds/63716
  rogbbs.asus.com.cn/topics/101/feeds/63717
  rogbbs.asus.com.cn/topics/101/feeds/63718
  rogbbs.asus.com.cn/topics/101/feeds/63719
  rogbbs.asus.com.cn/topics/101/feeds/63720
  rogbbs.asus.com.cn/topics/101/feeds/63722
  rogbbs.asus.com.cn/topics/101/feeds/63721
  rogbbs.asus.com.cn/topics/101/feeds/63724
  rogbbs.asus.com.cn/topics/101/feeds/63725
  rogbbs.asus.com.cn/topics/101/feeds/63723
  rogbbs.asus.com.cn/topics/101/feeds/63727
  rogbbs.asus.com.cn/topics/101/feeds/63726
  rogbbs.asus.com.cn/topics/101/feeds/63728
  rogbbs.asus.com.cn/topics/101/feeds/63730
  rogbbs.asus.com.cn/topics/101/feeds/63731
  rogbbs.asus.com.cn/topics/101/feeds/63732
  rogbbs.asus.com.cn/topics/101/feeds/63734
  rogbbs.asus.com.cn/topics/101/feeds/63736
  rogbbs.asus.com.cn/topics/101/feeds/63735
  rogbbs.asus.com.cn/topics/101/feeds/63737
  rogbbs.asus.com.cn/topics/101/feeds/63729
  rogbbs.asus.com.cn/topics/101/feeds/63739
  rogbbs.asus.com.cn/topics/101/feeds/63738
  rogbbs.asus.com.cn/topics/101/feeds/63741
  rogbbs.asus.com.cn/topics/101/feeds/63740
  rogbbs.asus.com.cn/topics/101/feeds/63742
  rogbbs.asus.com.cn/topics/101/feeds/63743
  rogbbs.asus.com.cn/topics/101/feeds/63744
  rogbbs.asus.com.cn/topics/101/feeds/63745
  rogbbs.asus.com.cn/topics/101/feeds/63746
  rogbbs.asus.com.cn/topics/101/feeds/63747
  rogbbs.asus.com.cn/topics/101/feeds/63748
  rogbbs.asus.com.cn/topics/101/feeds/63749
  rogbbs.asus.com.cn/topics/101/feeds/63750
  rogbbs.asus.com.cn/topics/101/feeds/63752
  rogbbs.asus.com.cn/topics/101/feeds/63753
  rogbbs.asus.com.cn/topics/101/feeds/63754
  rogbbs.asus.com.cn/topics/101/feeds/63755
  rogbbs.asus.com.cn/topics/101/feeds/63756
  rogbbs.asus.com.cn/topics/101/feeds/63757
  rogbbs.asus.com.cn/topics/101/feeds/63751
  rogbbs.asus.com.cn/topics/101/feeds/63758
  rogbbs.asus.com.cn/topics/101/feeds/63759
  rogbbs.asus.com.cn/topics/101/feeds/63760
  rogbbs.asus.com.cn/topics/101/feeds/63762
  rogbbs.asus.com.cn/topics/101/feeds/63761
  rogbbs.asus.com.cn/topics/101/feeds/63763
  rogbbs.asus.com.cn/topics/101/feeds/63764
  rogbbs.asus.com.cn/topics/101/feeds/63765
  rogbbs.asus.com.cn/topics/101/feeds/63766
  rogbbs.asus.com.cn/topics/101/feeds/63767
  rogbbs.asus.com.cn/topics/101/feeds/63768
  rogbbs.asus.com.cn/topics/101/feeds/63769
  rogbbs.asus.com.cn/topics/101/feeds/63771
  rogbbs.asus.com.cn/topics/101/feeds/63772
  rogbbs.asus.com.cn/topics/101/feeds/63773
  rogbbs.asus.com.cn/topics/101/feeds/63774
  rogbbs.asus.com.cn/topics/101/feeds/63775
  rogbbs.asus.com.cn/topics/101/feeds/63770
  rogbbs.asus.com.cn/topics/101/feeds/63777
  rogbbs.asus.com.cn/topics/101/feeds/63778
  rogbbs.asus.com.cn/topics/101/feeds/63779
  rogbbs.asus.com.cn/topics/101/feeds/63780
  rogbbs.asus.com.cn/topics/101/feeds/63781
  rogbbs.asus.com.cn/topics/101/feeds/63782
  rogbbs.asus.com.cn/topics/101/feeds/63783
  rogbbs.asus.com.cn/topics/101/feeds/63784
  rogbbs.asus.com.cn/topics/101/feeds/63776
  rogbbs.asus.com.cn/topics/101/feeds/63785
  rogbbs.asus.com.cn/topics/101/feeds/63786
  rogbbs.asus.com.cn/topics/101/feeds/63787
  rogbbs.asus.com.cn/topics/101/feeds/63788
  rogbbs.asus.com.cn/topics/101/feeds/63789
  rogbbs.asus.com.cn/topics/101/feeds/63790
  rogbbs.asus.com.cn/topics/101/feeds/63791
  rogbbs.asus.com.cn/topics/101/feeds/63792
  rogbbs.asus.com.cn/topics/101/feeds/63793
  rogbbs.asus.com.cn/topics/101/feeds/63794
  rogbbs.asus.com.cn/topics/101/feeds/63796
  rogbbs.asus.com.cn/topics/101/feeds/63797
  rogbbs.asus.com.cn/topics/101/feeds/63798
  rogbbs.asus.com.cn/topics/101/feeds/63799
  rogbbs.asus.com.cn/topics/101/feeds/63800
  rogbbs.asus.com.cn/topics/101/feeds/63801
  rogbbs.asus.com.cn/topics/101/feeds/63803
  rogbbs.asus.com.cn/topics/101/feeds/63802
  rogbbs.asus.com.cn/topics/101/feeds/63804
  rogbbs.asus.com.cn/topics/101/feeds/63806
  rogbbs.asus.com.cn/topics/101/feeds/63805
  rogbbs.asus.com.cn/topics/101/feeds/63807
  rogbbs.asus.com.cn/topics/101/feeds/63808
  rogbbs.asus.com.cn/topics/101/feeds/63809
  rogbbs.asus.com.cn/topics/101/feeds/63810
  rogbbs.asus.com.cn/topics/101/feeds/63811
  rogbbs.asus.com.cn/topics/101/feeds/63812
  rogbbs.asus.com.cn/topics/101/feeds/63813
  rogbbs.asus.com.cn/topics/101/feeds/63815
  rogbbs.asus.com.cn/topics/101/feeds/63816
  rogbbs.asus.com.cn/topics/101/feeds/63817
  rogbbs.asus.com.cn/topics/101/feeds/63819
  rogbbs.asus.com.cn/topics/101/feeds/63818
  rogbbs.asus.com.cn/topics/101/feeds/63820
  rogbbs.asus.com.cn/topics/101/feeds/63821
  rogbbs.asus.com.cn/topics/101/feeds/63822
  rogbbs.asus.com.cn/topics/101/feeds/63823
  rogbbs.asus.com.cn/topics/101/feeds/63824
  rogbbs.asus.com.cn/topics/101/feeds/63825
  rogbbs.asus.com.cn/topics/101/feeds/63826
  rogbbs.asus.com.cn/topics/101/feeds/63828
  rogbbs.asus.com.cn/topics/101/feeds/63827
  rogbbs.asus.com.cn/topics/101/feeds/63829
  rogbbs.asus.com.cn/topics/101/feeds/63830
  rogbbs.asus.com.cn/topics/101/feeds/63831
  rogbbs.asus.com.cn/topics/101/feeds/63833
  rogbbs.asus.com.cn/topics/101/feeds/63835
  rogbbs.asus.com.cn/topics/101/feeds/63836
  rogbbs.asus.com.cn/topics/101/feeds/63837
  rogbbs.asus.com.cn/topics/101/feeds/63838
  rogbbs.asus.com.cn/topics/101/feeds/63832
  rogbbs.asus.com.cn/topics/101/feeds/63839
  rogbbs.asus.com.cn/topics/101/feeds/63834
  rogbbs.asus.com.cn/topics/101/feeds/63840
  rogbbs.asus.com.cn/topics/101/feeds/63841
  rogbbs.asus.com.cn/topics/101/feeds/63842
  rogbbs.asus.com.cn/topics/101/feeds/63843
  rogbbs.asus.com.cn/topics/101/feeds/63844
  rogbbs.asus.com.cn/topics/101/feeds/63845
  rogbbs.asus.com.cn/topics/101/feeds/63846
  rogbbs.asus.com.cn/topics/101/feeds/63848
  rogbbs.asus.com.cn/topics/101/feeds/63847
  rogbbs.asus.com.cn/topics/101/feeds/63849
  rogbbs.asus.com.cn/topics/101/feeds/63850
  rogbbs.asus.com.cn/topics/101/feeds/63851
  rogbbs.asus.com.cn/topics/101/feeds/63852
  rogbbs.asus.com.cn/topics/101/feeds/63854
  rogbbs.asus.com.cn/topics/101/feeds/63853
  rogbbs.asus.com.cn/topics/101/feeds/63855
  rogbbs.asus.com.cn/topics/101/feeds/63856
  rogbbs.asus.com.cn/topics/101/feeds/63814
  rogbbs.asus.com.cn/topics/101/feeds/63857
  rogbbs.asus.com.cn/topics/101/feeds/63859
  rogbbs.asus.com.cn/topics/101/feeds/63858
  rogbbs.asus.com.cn/topics/101/feeds/63860
  rogbbs.asus.com.cn/topics/101/feeds/63861
  rogbbs.asus.com.cn/topics/101/feeds/63862
  rogbbs.asus.com.cn/topics/101/feeds/63863
  rogbbs.asus.com.cn/topics/101/feeds/63864
  rogbbs.asus.com.cn/topics/101/feeds/63865
  rogbbs.asus.com.cn/topics/101/feeds/63866
  rogbbs.asus.com.cn/topics/101/feeds/63868
  rogbbs.asus.com.cn/topics/101/feeds/63867
  rogbbs.asus.com.cn/topics/101/feeds/63869
  rogbbs.asus.com.cn/topics/101/feeds/63870
  rogbbs.asus.com.cn/topics/101/feeds/63871
  rogbbs.asus.com.cn/topics/101/feeds/63872
  rogbbs.asus.com.cn/topics/101/feeds/63874
  rogbbs.asus.com.cn/topics/101/feeds/63873
  rogbbs.asus.com.cn/topics/101/feeds/63875
  rogbbs.asus.com.cn/topics/101/feeds/63876
  rogbbs.asus.com.cn/topics/101/feeds/63877
  rogbbs.asus.com.cn/topics/101/feeds/63878
  rogbbs.asus.com.cn/topics/101/feeds/63879
  rogbbs.asus.com.cn/topics/101/feeds/63880
  rogbbs.asus.com.cn/topics/101/feeds/63881
  rogbbs.asus.com.cn/topics/101/feeds/63882
  rogbbs.asus.com.cn/topics/101/feeds/63883
  rogbbs.asus.com.cn/topics/101/feeds/63884
  rogbbs.asus.com.cn/topics/101/feeds/63885
  rogbbs.asus.com.cn/topics/101/feeds/63886
  rogbbs.asus.com.cn/topics/101/feeds/63887
  rogbbs.asus.com.cn/topics/101/feeds/63888
  rogbbs.asus.com.cn/topics/101/feeds/63889
  rogbbs.asus.com.cn/topics/101/feeds/63890
  rogbbs.asus.com.cn/topics/101/feeds/63891
  rogbbs.asus.com.cn/topics/101/feeds/63893
  rogbbs.asus.com.cn/topics/101/feeds/63892
  rogbbs.asus.com.cn/topics/101/feeds/63894
  rogbbs.asus.com.cn/topics/101/feeds/63895
  rogbbs.asus.com.cn/topics/101/feeds/63896
  rogbbs.asus.com.cn/topics/101/feeds/63897
  rogbbs.asus.com.cn/topics/101/feeds/63898
  rogbbs.asus.com.cn/topics/101/feeds/63899
  rogbbs.asus.com.cn/topics/101/feeds/63900
  rogbbs.asus.com.cn/topics/101/feeds/63901
  rogbbs.asus.com.cn/topics/101/feeds/63902
  rogbbs.asus.com.cn/topics/101/feeds/63903
  rogbbs.asus.com.cn/topics/101/feeds/63904
  rogbbs.asus.com.cn/topics/101/feeds/63905
  rogbbs.asus.com.cn/topics/101/feeds/63906
  rogbbs.asus.com.cn/topics/101/feeds/63907
  rogbbs.asus.com.cn/topics/101/feeds/63908
  rogbbs.asus.com.cn/topics/101/feeds/63909
  rogbbs.asus.com.cn/topics/101/feeds/63910
  rogbbs.asus.com.cn/topics/101/feeds/63911
  rogbbs.asus.com.cn/topics/101/feeds/63912
  rogbbs.asus.com.cn/topics/101/feeds/63914
  rogbbs.asus.com.cn/topics/101/feeds/63915
  rogbbs.asus.com.cn/topics/101/feeds/63913
  rogbbs.asus.com.cn/topics/101/feeds/63916
  rogbbs.asus.com.cn/topics/101/feeds/63917
  rogbbs.asus.com.cn/topics/101/feeds/63918
  rogbbs.asus.com.cn/topics/101/feeds/63919
  rogbbs.asus.com.cn/topics/101/feeds/63920
  rogbbs.asus.com.cn/topics/101/feeds/63921
  rogbbs.asus.com.cn/topics/101/feeds/63922
  rogbbs.asus.com.cn/topics/101/feeds/63923
  rogbbs.asus.com.cn/topics/101/feeds/63924
  rogbbs.asus.com.cn/topics/101/feeds/63925
  rogbbs.asus.com.cn/topics/101/feeds/63926
  rogbbs.asus.com.cn/topics/101/feeds/63927
  rogbbs.asus.com.cn/topics/101/feeds/63928
  rogbbs.asus.com.cn/topics/101/feeds/63929
  rogbbs.asus.com.cn/topics/101/feeds/63931
  rogbbs.asus.com.cn/topics/101/feeds/63930
  rogbbs.asus.com.cn/topics/101/feeds/63932
  rogbbs.asus.com.cn/topics/101/feeds/63933
  rogbbs.asus.com.cn/topics/101/feeds/63934
  rogbbs.asus.com.cn/topics/101/feeds/63936
  rogbbs.asus.com.cn/topics/101/feeds/63937
  rogbbs.asus.com.cn/topics/101/feeds/63938
  rogbbs.asus.com.cn/topics/101/feeds/63939
  rogbbs.asus.com.cn/topics/101/feeds/63940
  rogbbs.asus.com.cn/topics/101/feeds/63941
  rogbbs.asus.com.cn/topics/101/feeds/63942
  rogbbs.asus.com.cn/topics/101/feeds/63943
  rogbbs.asus.com.cn/topics/101/feeds/63935
  rogbbs.asus.com.cn/topics/101/feeds/63945
  rogbbs.asus.com.cn/topics/101/feeds/63944
  rogbbs.asus.com.cn/topics/101/feeds/63946
  rogbbs.asus.com.cn/topics/101/feeds/63947
  rogbbs.asus.com.cn/topics/101/feeds/63948
  rogbbs.asus.com.cn/topics/101/feeds/63949
  rogbbs.asus.com.cn/topics/101/feeds/63950
  rogbbs.asus.com.cn/topics/101/feeds/63951
  rogbbs.asus.com.cn/topics/101/feeds/63952
  rogbbs.asus.com.cn/topics/101/feeds/63953
  rogbbs.asus.com.cn/topics/101/feeds/63954
  rogbbs.asus.com.cn/topics/101/feeds/63955
  rogbbs.asus.com.cn/topics/101/feeds/63956
  rogbbs.asus.com.cn/topics/101/feeds/63957
  rogbbs.asus.com.cn/topics/101/feeds/63959
  rogbbs.asus.com.cn/topics/101/feeds/63958
  rogbbs.asus.com.cn/topics/101/feeds/63960
  rogbbs.asus.com.cn/topics/101/feeds/63961
  rogbbs.asus.com.cn/topics/101/feeds/63963
  rogbbs.asus.com.cn/topics/101/feeds/63962
  rogbbs.asus.com.cn/topics/101/feeds/63964
  rogbbs.asus.com.cn/topics/101/feeds/63965
  rogbbs.asus.com.cn/topics/101/feeds/63966
  rogbbs.asus.com.cn/topics/101/feeds/63967
  rogbbs.asus.com.cn/topics/101/feeds/63968
  rogbbs.asus.com.cn/topics/101/feeds/63970
  rogbbs.asus.com.cn/topics/101/feeds/63971
  rogbbs.asus.com.cn/topics/101/feeds/63972
  rogbbs.asus.com.cn/topics/101/feeds/63974
  rogbbs.asus.com.cn/topics/101/feeds/63975
  rogbbs.asus.com.cn/topics/101/feeds/63976
  rogbbs.asus.com.cn/topics/101/feeds/63977
  rogbbs.asus.com.cn/topics/101/feeds/63978
  rogbbs.asus.com.cn/topics/101/feeds/63973
  rogbbs.asus.com.cn/topics/101/feeds/63979
  rogbbs.asus.com.cn/topics/101/feeds/63980
  rogbbs.asus.com.cn/topics/101/feeds/63981
  rogbbs.asus.com.cn/topics/101/feeds/63982
  rogbbs.asus.com.cn/topics/101/feeds/63983
  rogbbs.asus.com.cn/topics/101/feeds/63984
  rogbbs.asus.com.cn/topics/101/feeds/63985
  rogbbs.asus.com.cn/topics/101/feeds/63986
  rogbbs.asus.com.cn/topics/101/feeds/63987
  rogbbs.asus.com.cn/topics/101/feeds/63969
  rogbbs.asus.com.cn/topics/101/feeds/63988
  rogbbs.asus.com.cn/topics/101/feeds/63989
  rogbbs.asus.com.cn/topics/101/feeds/63990
  rogbbs.asus.com.cn/topics/101/feeds/63991
  rogbbs.asus.com.cn/topics/101/feeds/63992
  rogbbs.asus.com.cn/topics/101/feeds/63993
  rogbbs.asus.com.cn/topics/101/feeds/63994
  rogbbs.asus.com.cn/topics/101/feeds/63995
  rogbbs.asus.com.cn/topics/101/feeds/63996
  rogbbs.asus.com.cn/topics/101/feeds/63997
  rogbbs.asus.com.cn/topics/101/feeds/63998
  rogbbs.asus.com.cn/topics/101/feeds/63999
  rogbbs.asus.com.cn/topics/101/feeds/64000
  rogbbs.asus.com.cn/topics/101/feeds/64001
  rogbbs.asus.com.cn/topics/101/feeds/64002
  rogbbs.asus.com.cn/topics/101/feeds/64003
  rogbbs.asus.com.cn/topics/101/feeds/64004
  rogbbs.asus.com.cn/topics/101/feeds/64005
  rogbbs.asus.com.cn/topics/101/feeds/64006
  rogbbs.asus.com.cn/topics/101/feeds/64008
  rogbbs.asus.com.cn/topics/101/feeds/64007
  rogbbs.asus.com.cn/topics/101/feeds/64009
  rogbbs.asus.com.cn/topics/101/feeds/64011
  rogbbs.asus.com.cn/topics/101/feeds/64012
  rogbbs.asus.com.cn/topics/101/feeds/64013
  rogbbs.asus.com.cn/topics/101/feeds/64014
  rogbbs.asus.com.cn/topics/101/feeds/64015
  rogbbs.asus.com.cn/topics/101/feeds/64017
  rogbbs.asus.com.cn/topics/101/feeds/64016
  rogbbs.asus.com.cn/topics/101/feeds/64018
  rogbbs.asus.com.cn/topics/101/feeds/64019
  rogbbs.asus.com.cn/topics/101/feeds/64020
  rogbbs.asus.com.cn/topics/101/feeds/64021
  rogbbs.asus.com.cn/topics/101/feeds/64022
  rogbbs.asus.com.cn/topics/101/feeds/64023
  rogbbs.asus.com.cn/topics/101/feeds/64024
  rogbbs.asus.com.cn/topics/101/feeds/64025
  rogbbs.asus.com.cn/topics/101/feeds/64026
  rogbbs.asus.com.cn/topics/101/feeds/64028
  rogbbs.asus.com.cn/topics/101/feeds/64027
  rogbbs.asus.com.cn/topics/101/feeds/64029
  rogbbs.asus.com.cn/topics/101/feeds/64030
  rogbbs.asus.com.cn/topics/101/feeds/64031
  rogbbs.asus.com.cn/topics/101/feeds/64032
  rogbbs.asus.com.cn/topics/101/feeds/64033
  rogbbs.asus.com.cn/topics/101/feeds/64034
  rogbbs.asus.com.cn/topics/101/feeds/64035
  rogbbs.asus.com.cn/topics/101/feeds/64037
  rogbbs.asus.com.cn/topics/101/feeds/64038
  rogbbs.asus.com.cn/topics/101/feeds/64039
  rogbbs.asus.com.cn/topics/101/feeds/64036
  rogbbs.asus.com.cn/topics/101/feeds/64040
  rogbbs.asus.com.cn/topics/101/feeds/64041
  rogbbs.asus.com.cn/topics/101/feeds/64043
  rogbbs.asus.com.cn/topics/101/feeds/64042
  rogbbs.asus.com.cn/topics/101/feeds/64045
  rogbbs.asus.com.cn/topics/101/feeds/64047
  rogbbs.asus.com.cn/topics/101/feeds/64046
  rogbbs.asus.com.cn/topics/101/feeds/64044
  rogbbs.asus.com.cn/topics/101/feeds/64048
  rogbbs.asus.com.cn/topics/101/feeds/64049
  rogbbs.asus.com.cn/topics/101/feeds/64051
  rogbbs.asus.com.cn/topics/101/feeds/64050
  rogbbs.asus.com.cn/topics/101/feeds/64053
  rogbbs.asus.com.cn/topics/101/feeds/64052
  rogbbs.asus.com.cn/topics/101/feeds/64054
  rogbbs.asus.com.cn/topics/101/feeds/64055
  rogbbs.asus.com.cn/topics/101/feeds/64056
  rogbbs.asus.com.cn/topics/101/feeds/64057
  rogbbs.asus.com.cn/topics/101/feeds/64058
  rogbbs.asus.com.cn/topics/101/feeds/64059
  rogbbs.asus.com.cn/topics/101/feeds/64061
  rogbbs.asus.com.cn/topics/101/feeds/64060
  rogbbs.asus.com.cn/topics/101/feeds/64062
  rogbbs.asus.com.cn/topics/101/feeds/64063
  rogbbs.asus.com.cn/topics/101/feeds/64064
  rogbbs.asus.com.cn/topics/101/feeds/64065
  rogbbs.asus.com.cn/topics/101/feeds/64066
  rogbbs.asus.com.cn/topics/101/feeds/64067
  rogbbs.asus.com.cn/topics/101/feeds/64068
  rogbbs.asus.com.cn/topics/101/feeds/64069
  rogbbs.asus.com.cn/topics/101/feeds/64070
  rogbbs.asus.com.cn/topics/101/feeds/64071
  rogbbs.asus.com.cn/topics/101/feeds/64072
  rogbbs.asus.com.cn/topics/101/feeds/64073
  rogbbs.asus.com.cn/topics/101/feeds/64074
  rogbbs.asus.com.cn/topics/101/feeds/64075
  rogbbs.asus.com.cn/topics/101/feeds/64076
  rogbbs.asus.com.cn/topics/101/feeds/64078
  rogbbs.asus.com.cn/topics/101/feeds/64077
  rogbbs.asus.com.cn/topics/101/feeds/64079
  rogbbs.asus.com.cn/topics/101/feeds/64080
  rogbbs.asus.com.cn/topics/101/feeds/64081
  rogbbs.asus.com.cn/topics/101/feeds/64082
  rogbbs.asus.com.cn/topics/101/feeds/64083
  rogbbs.asus.com.cn/topics/101/feeds/64085
  rogbbs.asus.com.cn/topics/101/feeds/64084
  rogbbs.asus.com.cn/topics/101/feeds/64086
  rogbbs.asus.com.cn/topics/101/feeds/64087
  rogbbs.asus.com.cn/topics/101/feeds/64088
  rogbbs.asus.com.cn/topics/101/feeds/64089
  rogbbs.asus.com.cn/topics/101/feeds/64091
  rogbbs.asus.com.cn/topics/101/feeds/64093
  rogbbs.asus.com.cn/topics/101/feeds/64094
  rogbbs.asus.com.cn/topics/101/feeds/64095
  rogbbs.asus.com.cn/topics/101/feeds/64092
  rogbbs.asus.com.cn/topics/101/feeds/64096
  rogbbs.asus.com.cn/topics/101/feeds/64097
  rogbbs.asus.com.cn/topics/101/feeds/64090
  rogbbs.asus.com.cn/topics/101/feeds/64098
  rogbbs.asus.com.cn/topics/101/feeds/64099
  rogbbs.asus.com.cn/topics/101/feeds/64100
  rogbbs.asus.com.cn/topics/101/feeds/64101
  rogbbs.asus.com.cn/topics/101/feeds/64102
  rogbbs.asus.com.cn/topics/101/feeds/64103
  rogbbs.asus.com.cn/topics/101/feeds/64104
  rogbbs.asus.com.cn/topics/101/feeds/64105
  rogbbs.asus.com.cn/topics/101/feeds/64106
  rogbbs.asus.com.cn/topics/101/feeds/64108
  rogbbs.asus.com.cn/topics/101/feeds/64107
  rogbbs.asus.com.cn/topics/101/feeds/64110
  rogbbs.asus.com.cn/topics/101/feeds/64111
  rogbbs.asus.com.cn/topics/101/feeds/64112
  rogbbs.asus.com.cn/topics/101/feeds/64113
  rogbbs.asus.com.cn/topics/101/feeds/64114
  rogbbs.asus.com.cn/topics/101/feeds/64115
  rogbbs.asus.com.cn/topics/101/feeds/64116
  rogbbs.asus.com.cn/topics/101/feeds/64117
  rogbbs.asus.com.cn/topics/101/feeds/64118
  rogbbs.asus.com.cn/topics/101/feeds/64119
  rogbbs.asus.com.cn/topics/101/feeds/64120
  rogbbs.asus.com.cn/topics/101/feeds/64121
  rogbbs.asus.com.cn/topics/101/feeds/64122
  rogbbs.asus.com.cn/topics/101/feeds/64123
  rogbbs.asus.com.cn/topics/101/feeds/64124
  rogbbs.asus.com.cn/topics/101/feeds/64126
  rogbbs.asus.com.cn/topics/101/feeds/64125
  rogbbs.asus.com.cn/topics/101/feeds/64127
  rogbbs.asus.com.cn/topics/101/feeds/64128
  rogbbs.asus.com.cn/topics/101/feeds/64129

应用场景

• 智能客服：微调LLM实现多轮对话。
• 代码生成：GitHub Copilot基于Codex模型辅助编程。

技术对比与选型

选型建议

• 结构化数据且资源有限时选择传统ML。
• 非结构化数据（图像、文本）优先考虑DL或LLM。
• 需上下文理解的任务（如翻译）直接使用预训练LLM微调。