Path	Lines of Code
1_instruction_tuning/notebooks/chat_templates_example.ipynb	5726
1_instruction_tuning/notebooks/sft_finetuning_example.ipynb	273
2_preference_alignment/notebooks/dpo_finetuning_example.ipynb	5504
2_preference_alignment/notebooks/orpo_finetuning_example.ipynb	8643
3_parameter_efficient_finetuning/notebooks/finetune_sft_peft.ipynb	516
3_parameter_efficient_finetuning/notebooks/load_lora_adapter.ipynb	5061
4_evaluation/project/annotate_dataset.py	102
4_evaluation/project/create_dataset.py	47
4_evaluation/project/evaluation_task.py	51
4_evaluation/project/generate_dataset.py	97
5_vision_language_models/notebooks/vlm_usage_sample.ipynb	469
6_synthetic_datasets/notebooks/instruction_sft_dataset.ipynb	119
6_synthetic_datasets/notebooks/preference_dpo_dataset.ipynb	120
8_agents/notebooks/agents.ipynb	196
es/1_instruction_tuning/notebooks/chat_templates_example.ipynb	5732
es/1_instruction_tuning/notebooks/sft_finetuning_example.ipynb	280
es/2_preference_alignment/notebooks/dpo_finetuning_example.ipynb	5501
es/2_preference_alignment/notebooks/orpo_finetuning_example.ipynb	8644
es/3_parameter_efficient_finetuning/notebooks/finetune_sft_peft.ipynb	514
es/3_parameter_efficient_finetuning/notebooks/load_lora_adapter_example.ipynb	5060
es/4_evaluation/project/annotate_dataset.py	102
es/4_evaluation/project/create_dataset.py	47
es/4_evaluation/project/evaluation_task.py	51
es/4_evaluation/project/generate_dataset.py	96
ja/1_instruction_tuning/notebooks/chat_templates_example.ipynb	280
ja/1_instruction_tuning/notebooks/sft_finetuning_example.ipynb	280
ja/2_preference_alignment/notebooks/dpo_finetuning_example.ipynb	167
ja/2_preference_alignment/notebooks/orpo_finetuning_example.ipynb	167
ja/3_parameter_efficient_finetuning/notebooks/finetune_sft_peft.ipynb	516
ja/3_parameter_efficient_finetuning/notebooks/load_lora_adapter.ipynb	161
ja/4_evaluation/notebooks/lighteval_evaluate_and_analyse_your_LLM.ipynb	210
ja/4_evaluation/project/annotate_dataset.py	102
ja/4_evaluation/project/create_dataset.py	47
ja/4_evaluation/project/evaluation_task.py	51
ja/4_evaluation/project/generate_dataset.py	97
ja/5_vision_language_models/notebooks/vlm_sft_sample.ipynb	469
ja/5_vision_language_models/notebooks/vlm_usage_sample.ipynb	469
ja/6_synthetic_datasets/notebooks/instruction_sft_dataset.ipynb	119
ja/6_synthetic_datasets/notebooks/preference_dpo_dataset.ipynb	120
ko/1_instruction_tuning/notebooks/chat_templates_example.ipynb	5725
ko/1_instruction_tuning/notebooks/sft_finetuning_example.ipynb	271
ko/3_parameter_efficient_finetuning/notebooks/finetune_sft_peft.ipynb	515
ko/3_parameter_efficient_finetuning/notebooks/load_lora_adapter.ipynb	5061
pt-br/1_instruction_tuning/notebooks/chat_templates_example.ipynb	5725
pt-br/1_instruction_tuning/notebooks/sft_finetuning_example.ipynb	273
pt-br/2_preference_alignment/notebooks/dpo_finetuning_example.ipynb	5497
pt-br/2_preference_alignment/notebooks/orpo_finetuning_example.ipynb	8643
pt-br/3_parameter_efficient_finetuning/notebooks/finetune_sft_peft.ipynb	515
pt-br/3_parameter_efficient_finetuning/notebooks/load_lora_adapter.ipynb	5061
pt-br/4_evaluation/project/annotate_dataset.py	102
pt-br/4_evaluation/project/create_dataset.py	47
pt-br/4_evaluation/project/evaluation_task.py	51
pt-br/4_evaluation/project/generate_dataset.py	96
pyproject.toml	15
vi/1_instruction_tuning/notebooks/chat_templates_example.ipynb	5743
vi/1_instruction_tuning/notebooks/sft_finetuning_example.ipynb	296
vi/2_preference_alignment/notebooks/dpo_finetuning_example.ipynb	5492
vi/2_preference_alignment/notebooks/orpo_finetuning_example.ipynb	8635
vi/3_parameter_efficient_finetuning/notebooks/finetune_sft_peft.ipynb	510
vi/3_parameter_efficient_finetuning/notebooks/load_lora_adapter.ipynb	5059
vi/4_evaluation/project/annotate_dataset.py	102
vi/4_evaluation/project/create_dataset.py	47
vi/4_evaluation/project/evaluation_task.py	51
vi/4_evaluation/project/generate_dataset.py	96
vi/5_vision_language_models/notebooks/vlm_usage_sample.ipynb	474
vi/6_synthetic_datasets/notebooks/instruction_sft_dataset.ipynb	120
vi/6_synthetic_datasets/notebooks/preference_dpo_dataset.ipynb	120