├── .devcontainer └── devcontainer.json ├── .github ├── ISSUE_TEMPLATE │ ├── i-have-a-bug-with-a-hands-on.md │ ├── i-have-a-question.md │ └── i-want-to-improve-the-course-or-write-a-new-section.md └── workflows │ ├── build_documentation.yml │ ├── build_pr_documentation.yml │ └── upload_pr_documentation.yml ├── .gitignore ├── .python-version ├── LICENSE ├── README.md ├── banner.png ├── notebooks ├── 1 │ └── 4.ipynb ├── 4 │ └── 4.ipynb ├── es │ ├── 1_instruction_tuning │ │ ├── chat_templates_example.ipynb │ │ └── sft_finetuning_example.ipynb │ ├── 2_preference_alignment │ │ ├── dpo_finetuning_example.ipynb │ │ └── orpo_finetuning_example.ipynb │ ├── 3_parameter_efficient_finetuning │ │ ├── finetune_sft_peft.ipynb │ │ └── load_lora_adapter_example.ipynb │ └── 4_evaluation │ │ └── lighteval_evaluate_and_analyse_your_LLM.ipynb ├── ja │ ├── 1_instruction_tuning │ │ ├── chat_templates_example.ipynb │ │ └── sft_finetuning_example.ipynb │ ├── 2_preference_alignment │ │ ├── dpo_finetuning_example.ipynb │ │ └── orpo_finetuning_example.ipynb │ ├── 3_parameter_efficient_finetuning │ │ ├── finetune_sft_peft.ipynb │ │ └── load_lora_adapter.ipynb │ ├── 4_evaluation │ │ └── lighteval_evaluate_and_analyse_your_LLM.ipynb │ ├── 5_vision_language_models │ │ ├── vlm_sft_sample.ipynb │ │ └── vlm_usage_sample.ipynb │ └── 6_synthetic_datasets │ │ ├── instruction_sft_dataset.ipynb │ │ └── preference_dpo_dataset.ipynb ├── ko │ ├── 1_instruction_tuning │ │ ├── chat_templates_example.ipynb │ │ └── sft_finetuning_example.ipynb │ └── 3_parameter_efficient_finetuning │ │ ├── finetune_sft_peft.ipynb │ │ └── load_lora_adapter.ipynb ├── pt-br │ ├── 1_instruction_tuning │ │ ├── chat_templates_example.ipynb │ │ └── sft_finetuning_example.ipynb │ ├── 2_preference_alignment │ │ ├── dpo_finetuning_example.ipynb │ │ └── orpo_finetuning_example.ipynb │ ├── 3_parameter_efficient_finetuning │ │ ├── finetune_sft_peft.ipynb │ │ └── load_lora_adapter.ipynb │ └── 4_evaluation │ │ └── lighteval_evaluate_and_analyse_your_LLM.ipynb └── vi │ ├── 1_instruction_tuning │ ├── chat_templates_example.ipynb │ └── sft_finetuning_example.ipynb │ ├── 2_preference_alignment │ ├── dpo_finetuning_example.ipynb │ └── orpo_finetuning_example.ipynb │ ├── 3_parameter_efficient_finetuning │ ├── finetune_sft_peft.ipynb │ └── load_lora_adapter.ipynb │ ├── 4_evaluation │ └── lighteval_evaluate_and_analyse_your_LLM.ipynb │ ├── 5_vision_language_models │ ├── vlm_sft_sample.ipynb │ └── vlm_usage_sample.ipynb │ └── 6_synthetic_datasets │ ├── instruction_sft_dataset.ipynb │ └── preference_dpo_dataset.ipynb ├── pyproject.toml ├── requirements.txt ├── schedule.png ├── units ├── en │ ├── _toctree.yml │ ├── unit0 │ │ └── 1.mdx │ ├── unit1 │ │ ├── 1.md │ │ ├── 2.md │ │ ├── 3.md │ │ ├── 3a.md │ │ ├── 4.md │ │ ├── 5.md │ │ └── 6.md │ ├── unit2 │ │ ├── 1.md │ │ ├── 2.md │ │ ├── 3.md │ │ └── 4.md │ ├── unit3 │ │ ├── 1.md │ │ ├── 2.md │ │ ├── 3.md │ │ └── 4.md │ └── unit4 │ │ └── 1.mdx ├── es │ ├── README.md │ ├── _toctree.yml │ ├── banner.png │ ├── unit0 │ │ └── 1.md │ ├── unit1 │ │ ├── 0.md │ │ ├── 1.md │ │ └── 2.md │ ├── unit2 │ │ ├── 0.md │ │ ├── 1.md │ │ └── 2.md │ ├── unit3 │ │ ├── 0.md │ │ ├── 1.md │ │ └── 2.md │ └── unit4 │ │ ├── 0.md │ │ ├── 1.md │ │ └── 2.md ├── ja │ ├── README.md │ ├── _toctree.yml │ ├── unit0 │ │ └── 1.md │ ├── unit1 │ │ ├── 1.md │ │ ├── 2.md │ │ └── 3.md │ ├── unit2 │ │ ├── 1.md │ │ ├── 2.md │ │ └── 3.md │ ├── unit3 │ │ ├── 1.md │ │ ├── 2.md │ │ └── 3.md │ ├── unit4 │ │ ├── 1.md │ │ ├── 2.md │ │ └── 3.md │ ├── unit5 │ │ ├── 1.md │ │ ├── 2.md │ │ └── 3.md │ └── unit6 │ │ ├── 1.md │ │ ├── 2.md │ │ └── 3.md ├── ko │ ├── README.md │ ├── _toctree.yml │ ├── unit0 │ │ └── 1.md │ ├── unit1 │ │ ├── 1.md │ │ ├── 2.md │ │ └── 3.md │ └── unit3 │ │ ├── 1.md │ │ ├── 2.md │ │ └── 3.md ├── pt-br │ ├── README.md │ ├── _toctree.yml │ ├── unit0 │ │ └── 1.md │ ├── unit1 │ │ ├── 1.md │ │ ├── 2.md │ │ └── 3.md │ ├── unit2 │ │ ├── 1.md │ │ ├── 2.md │ │ └── 3.md │ ├── unit3 │ │ ├── 1.md │ │ ├── 2.md │ │ └── 3.md │ └── unit4 │ │ ├── 1.md │ │ ├── 2.md │ │ └── 3.md └── vi │ ├── README.md │ ├── _toctree.yml │ ├── unit0 │ └── 1.md │ ├── unit1 │ ├── 1.md │ ├── 2.md │ └── 3.md │ ├── unit2 │ ├── 1.md │ ├── 2.md │ └── 3.md │ ├── unit3 │ ├── 1.md │ ├── 2.md │ └── 3.md │ ├── unit4 │ ├── 1.md │ ├── 2.md │ └── 3.md │ ├── unit5 │ ├── 1.md │ ├── 2.md │ └── 3.md │ └── unit6 │ ├── 1.md │ ├── 2.md │ └── 3.md ├── uv.lock └── v1 ├── 1_instruction_tuning ├── README.md ├── chat_templates.md └── supervised_fine_tuning.md ├── 2_preference_alignment ├── README.md ├── dpo.md ├── notebooks │ ├── dpo_finetuning_example.ipynb │ └── orpo_finetuning_example.ipynb └── orpo.md ├── 3_parameter_efficient_finetuning ├── README.md ├── images │ └── lora_adapter.png ├── lora_adapters.md ├── notebooks │ ├── finetune_sft_peft.ipynb │ └── load_lora_adapter.ipynb └── prompt_tuning.md ├── 4_evaluation ├── README.md ├── automatic_benchmarks.md ├── custom_evaluation.md ├── notebooks │ └── lighteval_evaluate_and_analyse_your_LLM.ipynb └── project │ ├── README.md │ ├── annotate_dataset.py │ ├── create_dataset.py │ ├── evaluation_task.py │ ├── generate_dataset.py │ └── images │ ├── domain_eval_argilla_view.png │ └── domain_eval_dataset_viewer.png ├── 5_vision_language_models ├── README.md ├── images │ ├── VLM_Architecture.png │ ├── VLM_Process.png │ └── VLM_Usage.png ├── notebooks │ ├── vlm_sft_sample.ipynb │ └── vlm_usage_sample.ipynb ├── vlm_finetuning.md └── vlm_usage.md ├── 6_synthetic_datasets ├── README.md ├── images │ ├── pipeline.png │ └── taxonomy-synthetic-data.png ├── instruction_datasets.md ├── notebooks │ ├── instruction_sft_dataset.ipynb │ └── preference_dpo_dataset.ipynb └── preference_datasets.md ├── 7_inference ├── README.md ├── inference_pipeline.md └── text_generation_inference.md ├── 8_agents ├── README.md ├── code_agents.md ├── custom_functions.md ├── notebooks │ └── agents.ipynb └── retrieval_agents.md ├── README.md ├── es ├── 1_instruction_tuning │ ├── README.md │ ├── chat_templates.md │ ├── notebooks │ │ ├── .env.example │ │ ├── chat_templates_example.ipynb │ │ └── sft_finetuning_example.ipynb │ └── supervised_fine_tuning.md ├── 2_preference_alignment │ ├── README.md │ ├── dpo.md │ ├── notebooks │ │ ├── dpo_finetuning_example.ipynb │ │ └── orpo_finetuning_example.ipynb │ └── orpo.md ├── 3_parameter_efficient_finetuning │ ├── README.md │ ├── lora_adapters.md │ ├── notebooks │ │ ├── finetune_sft_peft.ipynb │ │ └── load_lora_adapter_example.ipynb │ └── prompt_tuning.md ├── 4_evaluation │ ├── README.md │ ├── automatic_benchmarks.md │ ├── custom_evaluation.md │ ├── notebooks │ │ └── lighteval_evaluate_and_analyse_your_LLM.ipynb │ └── project │ │ ├── README.md │ │ ├── annotate_dataset.py │ │ ├── create_dataset.py │ │ ├── evaluation_task.py │ │ ├── generate_dataset.py │ │ └── images │ │ ├── domain_eval_argilla_view.png │ │ └── domain_eval_dataset_viewer.png ├── README.md └── banner.png ├── ja ├── 1_instruction_tuning │ ├── README.md │ ├── chat_templates.md │ ├── notebooks │ │ ├── .env.example │ │ ├── chat_templates_example.ipynb │ │ └── sft_finetuning_example.ipynb │ └── supervised_fine_tuning.md ├── 2_preference_alignment │ ├── README.md │ ├── dpo.md │ ├── notebooks │ │ ├── dpo_finetuning_example.ipynb │ │ └── orpo_finetuning_example.ipynb │ └── orpo.md ├── 3_parameter_efficient_finetuning │ ├── README.md │ ├── images │ │ └── lora_adapter.png │ ├── lora_adapters.md │ ├── notebooks │ │ ├── finetune_sft_peft.ipynb │ │ └── load_lora_adapter.ipynb │ └── prompt_tuning.md ├── 4_evaluation │ ├── README.md │ ├── automatic_benchmarks.md │ ├── custom_evaluation.md │ ├── notebooks │ │ └── lighteval_evaluate_and_analyse_your_LLM.ipynb │ └── project │ │ ├── README.md │ │ ├── annotate_dataset.py │ │ ├── create_dataset.py │ │ ├── evaluation_task.py │ │ └── generate_dataset.py ├── 5_vision_language_models │ ├── README.md │ ├── images │ │ ├── VLM_Architecture.png │ │ ├── VLM_Process.png │ │ └── VLM_Usage.png │ ├── notebooks │ │ ├── vlm_sft_sample.ipynb │ │ └── vlm_usage_sample.ipynb │ ├── vlm_finetuning.md │ └── vlm_usage.md ├── 6_synthetic_datasets │ ├── README.md │ ├── images │ │ ├── pipeline.png │ │ └── taxonomy-synthetic-data.png │ ├── instruction_datasets.md │ ├── notebooks │ │ ├── instruction_sft_dataset.ipynb │ │ └── preference_dpo_dataset.ipynb │ └── preference_datasets.md └── README.md ├── ko ├── 1_instruction_tuning │ ├── README.md │ ├── chat_templates.md │ ├── notebooks │ │ ├── .env.example │ │ ├── chat_templates_example.ipynb │ │ └── sft_finetuning_example.ipynb │ └── supervised_fine_tuning.md ├── 3_parameter_efficient_finetuning │ ├── README.md │ ├── images │ │ └── lora_adapter.png │ ├── lora_adapters.md │ ├── notebooks │ │ ├── finetune_sft_peft.ipynb │ │ └── load_lora_adapter.ipynb │ └── prompt_tuning.md └── README.md ├── pt-br ├── 1_instruction_tuning │ ├── README.md │ ├── chat_templates.md │ ├── notebooks │ │ ├── .env.example │ │ ├── chat_templates_example.ipynb │ │ └── sft_finetuning_example.ipynb │ └── supervised_fine_tuning.md ├── 2_preference_alignment │ ├── README.md │ ├── dpo.md │ ├── notebooks │ │ ├── dpo_finetuning_example.ipynb │ │ └── orpo_finetuning_example.ipynb │ └── orpo.md ├── 3_parameter_efficient_finetuning │ ├── README.md │ ├── images │ │ └── lora_adapter.png │ ├── lora_adapters.md │ ├── notebooks │ │ ├── finetune_sft_peft.ipynb │ │ └── load_lora_adapter.ipynb │ └── prompt_tuning.md ├── 4_evaluation │ ├── README.md │ ├── automatic_benchmarks.md │ ├── custom_evaluation.md │ ├── notebooks │ │ └── lighteval_evaluate_and_analyse_your_LLM.ipynb │ └── project │ │ ├── README.md │ │ ├── annotate_dataset.py │ │ ├── create_dataset.py │ │ ├── evaluation_task.py │ │ ├── generate_dataset.py │ │ └── images │ │ ├── domain_eval_argilla_view.png │ │ └── domain_eval_dataset_viewer.png └── README.md └── vi ├── 1_instruction_tuning ├── README.md ├── chat_templates.md ├── notebooks │ ├── .env.example │ ├── chat_templates_example.ipynb │ └── sft_finetuning_example.ipynb └── supervised_fine_tuning.md ├── 2_preference_alignment ├── README.md ├── dpo.md ├── notebooks │ ├── dpo_finetuning_example.ipynb │ └── orpo_finetuning_example.ipynb └── orpo.md ├── 3_parameter_efficient_finetuning ├── README.md ├── images │ ├── lora_adapter.png │ └── prompt_tuning.png ├── lora_adapters.md ├── notebooks │ ├── finetune_sft_peft.ipynb │ └── load_lora_adapter.ipynb └── prompt_tuning.md ├── 4_evaluation ├── README.md ├── automatic_benchmarks.md ├── custom_evaluation.md ├── notebooks │ └── lighteval_evaluate_and_analyse_your_LLM.ipynb └── project │ ├── README.md │ ├── annotate_dataset.py │ ├── create_dataset.py │ ├── evaluation_task.py │ ├── generate_dataset.py │ └── images │ ├── domain_eval_argilla_view.png │ └── domain_eval_dataset_viewer.png ├── 5_vision_language_models ├── README.md ├── images │ ├── VLM_Architecture.png │ ├── VLM_Process.png │ └── VLM_Usage.png ├── notebooks │ ├── vlm_sft_sample.ipynb │ └── vlm_usage_sample.ipynb ├── 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