├── .gitignore ├── CH01 ├── ch01_attention_mechanism_variations.ipynb ├── ch01_embeddings.ipynb └── ch01_perplexity.ipynb ├── CH02 ├── ch02_Chronos.ipynb ├── ch02_patch_tst_hyperparameter_IBM_10_days_ahead_32_context_window.ipynb └── ch02_time_series_finetuning_torch.ipynb ├── CH03 ├── ch03_Fine_tune_SAM_with_wandb_optuna.ipynb ├── ch03_ViT_embeddings_tokens.ipynb ├── ch03_image_classification.ipynb └── ch03_segment_videos_with_sam2.ipynb ├── CH04 ├── ch04_Dit.ipynb ├── ch04_KV_compression.ipynb ├── ch04_inference_PixArt_Sigma_XL.ipynb └── ch04_quantize_T2I_models.ipynb ├── CH05 ├── ch05_LTX.ipynb ├── ch05_latte.ipynb └── ch05_tora.ipynb ├── CH06 ├── ch06_Kimi_audio_transcribe_meeting.ipynb ├── ch06_Qwen2_Audio_different_audio_tasks.ipynb ├── ch06_music_generation.ipynb └── ch06_wave_and_spectograms_plots.ipynb ├── CH07 ├── ch07_STORM.ipynb ├── ch07_decision_transformer.ipynb └── ch07_replay_buffer_DT.ipynb ├── CH08 ├── ch08_Qwen3.ipynb ├── ch08_Rethink_MCTS.ipynb ├── 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