A class that keeps all conversation history.

A class that keeps all conversation history.

A class that keeps all conversation history.

This is the configuration class to store the configuration of a [`~peft.Lora`]. Args: r (`int`): Lora attention dimension ta

A class that manages prompt templates and keeps all conversation history.

Processes an answer similar to Eval AI copied from https://github.com/facebookresearch/mmf/blob/c46b3b3391275b4181567db80943473a8

Fake file-like stream object that redirects writes to a logger instance.

Processor class for Flamingo.

Creates Low Rank Adapter (Lora) model from a pretrained transformers model. Args: model ([`transformers.PreTrainedModel`]): The mode

Parameter-Efficient Fine-Tuning Model. Base model encompassing various Peft methods. Args: model ([`PreTrainedModel`]): The base tra

r""" The torch.nn model to encode the prefix Args: config ([`PrefixTuningConfig`]): The configuration of the prefix encoder. Exa

The model to encode virtual tokens into prompt embeddings. Args: config ([`PromptTuningConfig`]): The configuration of the prompt em

The prompt encoder network that is used to generate the virtual token embeddings for p-tuning. Args: config ([`PromptEncoderConfig`]

Abstract class for processors to show what methods they need to implement. Processors handle text encoding and image preprocessing.

Abstract class for processors to show what methods they need to implement. Processors handle text encoding and image preprocessing.

Processor class for Flamingo.