Trainers

• easydel.trainers.__init__
  • BaseTrainer
  • DPOConfig
  • DPOTrainer
  • GRPOConfig
  • GRPOTrainer
  • JaxDistributedConfig
  • ORPOConfig
  • ORPOTrainer
  • RewardConfig
  • RewardTrainer
  • SFTConfig
  • SFTTrainer
  • Trainer
  • TrainingArguments
  • conversations_formatting_function()
  • create_constant_length_dataset()
  • create_prompt_creator()
  • get_formatting_func_from_dataset()
  • instructions_formatting_function()
  • pack_sequences()
• easydel.trainers.base_trainer
  • BaseTrainer
• Direct Preference Optimization Trainer
  • easydel.trainers.direct_preference_optimization_trainer.__init__
  • easydel.trainers.direct_preference_optimization_trainer._fn
  • easydel.trainers.direct_preference_optimization_trainer.dpo_config
  • easydel.trainers.direct_preference_optimization_trainer.dpo_trainer
• Group Relative Policy Optimization
  • easydel.trainers.group_relative_policy_optimization.__init__
  • easydel.trainers.group_relative_policy_optimization._fn
  • easydel.trainers.group_relative_policy_optimization.grpo_config
  • easydel.trainers.group_relative_policy_optimization.grpo_trainer
• Odds Ratio Preference Optimization Trainer
  • easydel.trainers.odds_ratio_preference_optimization_trainer.__init__
  • easydel.trainers.odds_ratio_preference_optimization_trainer._fn
  • easydel.trainers.odds_ratio_preference_optimization_trainer.orpo_config
  • easydel.trainers.odds_ratio_preference_optimization_trainer.orpo_trainer
• easydel.trainers.packer
  • pack_sequences()
• easydel.trainers.prompt_utils
  • apply_chat_template()
  • extract_prompt()
  • is_conversational()
  • maybe_apply_chat_template()
  • maybe_extract_prompt()
  • maybe_unpair_preference_dataset()
  • unpair_preference_dataset()
• Reward Trainer
  • easydel.trainers.reward_trainer.__init__
  • easydel.trainers.reward_trainer._fn
  • easydel.trainers.reward_trainer.reward_config
  • easydel.trainers.reward_trainer.reward_trainer
• Supervised Fine Tuning Trainer
  • easydel.trainers.supervised_fine_tuning_trainer.__init__
  • easydel.trainers.supervised_fine_tuning_trainer.sft_config
  • easydel.trainers.supervised_fine_tuning_trainer.sft_trainer
• Trainer
  • easydel.trainers.trainer.__init__
  • easydel.trainers.trainer._fn
  • easydel.trainers.trainer.modeling_output
  • easydel.trainers.trainer.trainer
• easydel.trainers.trainer_protocol
  • BaseProgressBar
  • BaseTrainerProtocol
  • JSONProgressBar
  • MetricsColumn
  • MetricsTracker
  • NullProgressBar
  • RichProgressBar
  • StepMetrics
  • TqdmProgressBar
  • TrainerConfigureDataloaderOutput
  • TrainerConfigureFunctionOutput
  • TrainerConfigureModelOutput
  • TrainerOutput
• easydel.trainers.training_configurations
  • TrainingArguments
  • get_safe_arr()
• easydel.trainers.training_utils
  • make_assertions_and_get_sizes()
  • minibatch_call()
  • update_metrics()
  • update_state_respectfully()
• easydel.trainers.utils
  • DPODataCollatorWithPadding
  • DataCollatorForCompletionOnlyLM
  • DataCollatorForPreference
  • JaxDistributedConfig
  • RewardDataCollatorWithPadding
  • add_bos_token_if_needed()
  • add_eos_token_if_needed()
  • compute_weight_stats()
  • conversations_formatting_function()
  • create_constant_length_dataset()
  • create_prompt_creator()
  • first_true_indices()
  • get_formatting_func_from_dataset()
  • instructions_formatting_function()
  • leave_alone_context_manager()
  • pad()
  • pad_sequence()
  • pad_to_length()
  • shift_and_pad()
  • tolist()
  • truncate_right()