https://docs.hnmej.cn/Transformer/1-transformer-introduction2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/Transformer/2-transformer-architecture2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/Transformer/3-input-implementation2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/Transformer/4-encoder-implementation2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/Transformer/5-decoder-implementation2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/Transformer/6-output-implementation2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/Transformer/7-transformer-model-building2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/Transformer/8-transformer-workflow-illustrated2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/Transformer/9-quiz2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/agent-history/1-agent-evolution2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/agent-history/2-agent-evolution2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/agent-history/3-agent-evolution2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/agent-history/4-agent-evolution2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/agent-history/5-agent-evolution2026-02-09T02:51:49.000Zhttps://docs.hnmej.cn/ai-books/01-ai-3.02026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/ai-books/02-ai-new-life2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/ai-books/03-aigc2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/ai-books/04-ai-economics2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/ai-books/05-ai-history2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/ai-books/06-ai-modern-approach2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/ai-books/07-metaverse-economy2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/ai-books/08-thousand-brains2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/ai-books/09-deep-learning-revolution2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/ai-books/10-life-3.02026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/ai-books/11-second-machine-age2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/ai-books/12-attention-paper2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/ai-books/13-attention-paper-cn2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/ai-books/README2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/ai-books/2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/ai-books/papers/alibi2026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/baichuan22026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/bert-cn2026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/bge-m32026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/bloom2026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/chatglm2026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/deepseek-llm2026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/deepseek-r1-cn2026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/deepseek-r12026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/deepseek-v32026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/gpt-12026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/gpt-22026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/gpt-32026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/gpt-42026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/llama2026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/llama22026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/llama32026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/llmbook2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/ai-books/papers/lora2026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/pet2026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/prefix-tuning2026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/ptuning-v12026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/ptuning-v22026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/qlora2026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/qwen22026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/qwen252026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/rag2026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/papers/rope2026-01-31T02:52:17.000Zhttps://docs.hnmej.cn/ai-books/reader2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/bert-models/1-bert-introduction2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/bert-models/2-bert-features2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/bert-models/3-bert-series-models2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/bert-models/4-elmo-introduction2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/bert-models/5-gpt-introduction2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/bert-models/6-bert-gpt-elmo-comparison2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/deep-learning/01-neural-network-basics2026-02-09T02:49:28.000Zhttps://docs.hnmej.cn/deep-learning/02-deep-learning-overview2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/deep-learning/03-pytorch-basics2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/deep-learning/04-pytorch-autograd2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/deep-learning/05-quiz2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/deep-learning/06-stage-exam2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/edurag/1-project-background-012026-02-09T02:49:28.000Zhttps://docs.hnmej.cn/edurag/2-project-tools-012026-02-09T03:13:46.000Zhttps://docs.hnmej.cn/edurag/2-project-tools-022026-02-09T03:13:46.000Zhttps://docs.hnmej.cn/edurag/2-project-tools-032026-02-09T02:51:49.000Zhttps://docs.hnmej.cn/edurag/2-project-tools-042026-02-09T03:13:46.000Zhttps://docs.hnmej.cn/edurag/3-mysql-qa-system-012026-02-09T02:49:28.000Zhttps://docs.hnmej.cn/edurag/3-mysql-qa-system-022026-02-09T02:49:28.000Zhttps://docs.hnmej.cn/edurag/3-mysql-qa-system-032026-02-09T02:49:28.000Zhttps://docs.hnmej.cn/edurag/3-mysql-qa-system-042026-02-09T02:49:28.000Zhttps://docs.hnmej.cn/edurag/4-milvus-rag-system-012026-02-09T02:49:28.000Zhttps://docs.hnmej.cn/edurag/4-milvus-rag-system-022026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/edurag/4-milvus-rag-system-032026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/edurag/4-milvus-rag-system-042026-02-09T02:49:28.000Zhttps://docs.hnmej.cn/edurag/4-milvus-rag-system-052026-02-09T03:13:46.000Zhttps://docs.hnmej.cn/edurag/4-milvus-rag-system-062026-02-09T02:49:28.000Zhttps://docs.hnmej.cn/edurag/4-milvus-rag-system-072026-02-09T03:13:46.000Zhttps://docs.hnmej.cn/edurag/4-milvus-rag-system-082026-02-09T02:49:28.000Zhttps://docs.hnmej.cn/edurag/4-milvus-rag-system-092026-02-09T03:13:46.000Zhttps://docs.hnmej.cn/edurag/4-milvus-rag-system-102026-02-09T02:49:28.000Zhttps://docs.hnmej.cn/edurag/5-rag-evaluation-012026-02-09T03:13:46.000Zhttps://docs.hnmej.cn/edurag/5-rag-evaluation-022026-02-09T03:13:46.000Zhttps://docs.hnmej.cn/edurag/5-rag-evaluation-032026-02-09T02:49:28.000Zhttps://docs.hnmej.cn/edurag/6-mysql-rag-integration-012026-02-09T02:49:28.000Zhttps://docs.hnmej.cn/edurag/6-mysql-rag-integration-022026-02-09T02:49:28.000Zhttps://docs.hnmej.cn/edurag/6-mysql-rag-integration-032026-02-09T02:49:28.000Zhttps://docs.hnmej.cn/edurag/6-mysql-rag-integration-042026-02-09T02:51:49.000Zhttps://docs.hnmej.cn/2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/llm-basics/1-llm-basics2026-01-30T18:39:48.000Zhttps://docs.hnmej.cn/llm-basics/10-finance-info-extraction2026-01-30T18:39:48.000Zhttps://docs.hnmej.cn/llm-basics/11-finance-text-matching2026-01-30T18:39:48.000Zhttps://docs.hnmej.cn/llm-basics/12-function-call2026-01-30T18:39:48.000Zhttps://docs.hnmej.cn/llm-basics/13-gpts-coze2026-01-30T18:39:48.000Zhttps://docs.hnmej.cn/llm-basics/14-agent-intro2026-01-30T18:39:48.000Zhttps://docs.hnmej.cn/llm-basics/15-agent-practice2026-01-30T18:39:48.000Zhttps://docs.hnmej.cn/llm-basics/2-llm-architectures2026-01-30T18:39:48.000Zhttps://docs.hnmej.cn/llm-basics/3-gpt-series2026-01-30T18:39:48.000Zhttps://docs.hnmej.cn/llm-basics/4-opensource-models2026-01-30T18:39:48.000Zhttps://docs.hnmej.cn/llm-basics/5-prompt-engineering2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/llm-basics/6-langchain2026-01-30T18:39:48.000Zhttps://docs.hnmej.cn/llm-basics/7-langchain-chatglm2026-01-30T18:39:48.000Zhttps://docs.hnmej.cn/llm-basics/8-finance-project-intro2026-01-30T18:39:48.000Zhttps://docs.hnmej.cn/llm-basics/9-finance-text-classification2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/llm-basics/2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/login2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/machine-learning/1-ai-and-ml-introduction2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/machine-learning/1-knn-algorithm2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/machine-learning/3-linear-regression2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/machine-learning/4-logistic-regression2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/machine-learning/5-clustering-algorithms2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/machine-learning/6-confusion-matrix-metrics2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/machine-learning/7-quiz2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/machine-learning/8-stage-exam2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/nlp-intro/nlp-introduction2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/python-basics/1-anaconda-setup2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/python-basics/2-python-fundamentals2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/python-basics/3-data-structures2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/python-basics/4-functions-modules2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/python-basics/5-object-oriented2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/python-basics/6-file-operations2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/python-basics/7-data-analysis-libraries2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/python-basics/8-quiz2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/python-basics/9-stage-exam2026-02-09T02:49:28.000Zhttps://docs.hnmej.cn/rnn-variants/1-rnn-introduction2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/rnn-variants/2-traditional-rnn2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/rnn-variants/3-lstm-model2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/rnn-variants/4-gru-model2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/rnn-variants/5-attention-mechanism2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/rnn-variants/6-rnn-seq2seq-case2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/rnn-variants/7-quiz2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/text-classification/1-project-background2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/text-classification/10-quantization2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/text-classification/11-distillation2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/text-classification/12-pruning2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/text-classification/2-project-architecture2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/text-classification/3-dataset-intro2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/text-classification/4-dataset-analysis2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/text-classification/5-random-forest2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/text-classification/6-fasttext2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/text-classification/7-bert2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/text-classification/8-llm2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/text-classification/9-model-compression2026-02-09T02:49:28.000Zhttps://docs.hnmej.cn/text-preprocessing/1-text-processing-basics2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/text-preprocessing/2-text-tensor-representation2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/text-preprocessing/3-text-feature-processing2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/text-preprocessing/4-pos-tags-reference2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/text-preprocessing/5-quiz2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/transfer-learning/1-fasttext-introduction2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/transfer-learning/10-stage-exam2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/transfer-learning/2-fasttext-architecture2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/transfer-learning/3-fasttext-text-classification2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/transfer-learning/4-word-vector-training2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/transfer-learning/5-word-vector-transfer2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/transfer-learning/6-transfer-learning-concept2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/transfer-learning/7-nlp-pretrained-models2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/transfer-learning/8-transformers-library-usage2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/transfer-learning/9-transfer-learning-practice2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/transformer-faq/1-transformer-modules2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/transformer-faq/2-transformer-decoder2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/transformer-faq/3-self-attention-mechanism2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/transformer-faq/4-multi-head-attention2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/transformer-faq/5-transformer-advantages2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/transformer-faq/6-nlp-pretrained-models2026-02-09T02:38:09.000Zhttps://docs.hnmej.cn/transformer-faq/7-bert-series-models2026-02-09T02:51:49.000Z