├── 3_BERT_Fine_Tuning_NER.ipynb ├── AnimeGan.ipynb ├── Atencao_viz.ipynb ├── Aula4.ipynb ├── AutoEncoder_MovieLens.ipynb ├── BERT-Sentences-Embeddings.ipynb ├── BERTOPIC.ipynb ├── BERTOPIC_V2.ipynb ├── BERT_Application_STS_Quora_Dataset.ipynb ├── BERT_Clustering.ipynb ├── BERT_PR_v0.ipynb ├── BERT_QA.ipynb ├── BERT_Word_Embeddings.ipynb ├── BERT_cluster_wiki.ipynb ├── BERT_viz_head_view_bert.ipynb ├── BM25 retrieval topK.ipynb ├── BM25_topK.ipynb ├── BM25_topK_with_metrics.ipynb ├── CLustering_KMEANS_with_BERT.ipynb ├── CNN_gradcam.ipynb ├── Census-Embeddings-MLP.ipynb ├── Census_Income.ipynb ├── Census_MLP.ipynb ├── Census_MLP_Atencao.ipynb ├── Census_com_Calibração.ipynb ├── CharGPT_dev.ipynb ├── ChronosTesting.ipynb ├── Clustering_KMEANS_with_BERT.ipynb ├── Colab-TextGen-GPU.ipynb ├── CompareAll.ipynb ├── Confusion_Matrix.ipynb ├── Create_synthetic_web_screenshots_and_their_associated_HTML_code_with_Mistral_and_Deepseek_Code_Instruct_Code_tutorial.ipynb ├── Custom_RAG_Weaviate_Haystack.ipynb ├── DLRM_DAC.ipynb ├── DQVA.ipynb ├── Data └── receita_faq_list ├── Decoder_Wav2vec+KenLM.ipynb ├── Demo-ColBERT.ipynb ├── DocQVA-Final.ipynb ├── ELECTRA_TPU.ipynb ├── ENEM 4bit 3-shot GPTj.ipynb ├── ENEM4 bit Open-LLaMA.ipynb ├── ENEM_2022_CabritaJ.ipynb ├── ENEM_Cabrita.ipynb ├── Electra_FromScratch.ipynb ├── EmbsCosDis.ipynb ├── Eval_Cabrita.ipynb ├── Ex_Self_Attention.ipynb ├── Exemplo_Self_Attention.ipynb ├── Exemplo_de_Self_Attention.ipynb ├── F3_DocQVA.ipynb ├── FaQuAD.ipynb ├── Fine_Tune_Llama_3_1_8B_with_Unsloth.ipynb ├── Fine_tuning_Wav2Vec2_for_English_ASR.ipynb ├── Finetune_opt_bnb_peft.ipynb ├── Forced_Alignment_Torchaudio.ipynb ├── GPT2 - RL(BERT)Feedback.ipynb ├── GPT2_Gen.ipynb ├── GPT_J_finetune_instruct.ipynb ├── GRPO_Training.ipynb ├── Get Started with DAGsHub.ipynb ├── Graph_RAG_LlamaIndex_Workshop.ipynb ├── Gumbel_Viz.ipynb ├── How to generate.ipynb ├── Jailbreak_LLMs.ipynb ├── Jit_Example.ipynb ├── KOALAS_+_Recommendation_MovieLens27M_ALS.ipynb ├── Kfold_banking77.ipynb ├── LLMs_with_tabular_data.ipynb ├── LLaMa_Alpaca.ipynb ├── LangChain_x_flan_ul2.ipynb ├── Layer_Integrated_Gradients.ipynb ├── Learn_to_ranking.ipynb ├── Llama3_1__8b_grpo.ipynb ├── LlamaIndex_Local_Model_Demo.ipynb ├── MAP_k.ipynb ├── ML_1M - tutorial.ipynb ├── Metrics.ipynb ├── MobileBERT_DocQVA.ipynb ├── ModernBERT_Large_LLMRouter_Finetuning.ipynb ├── MovieLens_NM.ipynb ├── MovieLens_NeuralModel.ipynb ├── MultiAgentesTutorial.ipynb ├── NFC_Tutorial.ipynb ├── Neural_Network_Uncertaincy.ipynb ├── PTBR_harness.ipynb ├── Pandas_Explode.ipynb ├── Pandas_Select_Uniques_TimeStamps.ipynb ├── Pandas_chunk_handle_big_DF.ipynb ├── Part1.ipynb ├── Prompt_Generator.ipynb ├── QA_DQVA.ipynb ├── QUORA.ipynb ├── QUORA_MultiTask_Learning.ipynb ├── Quantizer_example.ipynb ├── Qwen3-GRPO.ipynb ├── RAG-Retriever.ipynb ├── RAG_paper.ipynb ├── RankingTitanic.ipynb ├── SbS self attention.ipynb ├── SbS_Self_Attention.ipynb ├── Search_and_learn.ipynb ├── Self_Attention_stepBystep.ipynb ├── Sentence_BERT_DirtyTalk.ipynb ├── Similarity_String_to_String_WITH_BERT.ipynb ├── Streamlit_Colab.ipynb ├── T5_GrammarFixer.ipynb ├── TF_IDF.ipynb ├── TRLX_>_TransformerLens_Demo.ipynb ├── TabularData_with_LLM.ipynb ├── Tech_Talk_Analise_Output.ipynb ├── Titanic_Basic_Interpret.ipynb ├── Tokenizador_para_NER.ipynb ├── Traduçao_dbedia.ipynb ├── Transformers_2023_Flash_Attention.ipynb ├── Translate_GPTj4all_data.ipynb ├── Triplet-CNNdata.ipynb ├── Vall_e_ToyExample.ipynb ├── [Final]_llamaindex_retrieval_chunk_eval.ipynb ├── _downloads └── 8eed7e178f8fa30798f280ea82ff468b │ └── autograd_tutorial.ipynb ├── att_tech_call.pptx ├── banking77.ipynb ├── banking77_English - ConvBERT.ipynb ├── calc-cpf_dac.ipynb ├── conll_2003.ipynb ├── convert_Wav2vec_to_ONNX.ipynb ├── einops_for_deep_learning.ipynb ├── eval_ENEM_2022_with_HF_and_chatGPT.ipynb ├── examples └── sentiment │ └── notebooks │ └── gpt2-sentiment.ipynb ├── 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