A class that keeps all conversation history.

A class that keeps all conversation history.

A class that keeps all conversation history.

CARDINAL类

Collate examples for supervised fine-tuning.

Transforms a function that takes a callback into a lazy iterator (generator).

中文数字/数位字符 每个字符除繁简体外还有一个额外的大写字符 e.g. '陆' 和 '陸'

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

A class that keeps all conversation history.

A class that keeps all conversation history.

Transforms a function that takes a callback into a lazy iterator (generator).

Transformer decoder consisting of *config.num_hidden_layers* layers. Each layer is a [`Qwen2DecoderLayer`] Args: config: Qwen2Config

A class that keeps all conversation history.

DIGIT类

Transformer encoder consisting of `config.num_hidden_layers` self attention layers. Each layer is a [`CLIPEncoderLayer`]. Args:

r""" This is the configuration class to store the configuration of a [`CLIPTextModel`]. It is used to instantiate a CLIP text encoder accordin

r""" This is the configuration class to store the configuration of a [`CLIPVisionModel`]. It is used to instantiate a CLIP vision encoder acco

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

FRACTION类

Transformer decoder consisting of *config.num_hidden_layers* layers. Each layer is a [`InternLM2DecoderLayer`] Args: config: InternL

Transforms a function that takes a callback into a lazy iterator (generator).

Slot Attention module.

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

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

TELEPHONE类

中文数字字符

Collate examples for supervised fine-tuning.

Collate examples for supervised fine-tuning.

Collate examples for supervised fine-tuning.

Collate examples for supervised fine-tuning.

Collate examples for supervised fine-tuning.

DATE类

Convert any spelled-out numbers into arabic numbers, while handling: - remove any commas - keep the suffixes such as: `1960s`, `274th`,

Applies British-American spelling mappings as listed in [1]. [1] https://www.tysto.com/uk-us-spelling-list.html

Multi-headed attention from 'Attention Is All You Need' paper

Args: loss (`torch.FloatTensor` of shape `(1,)`, *optional*, returned when `return_loss` is `True`): Contrastive loss for ima

Base class for text model's outputs that also contains a pooling of the last hidden states. Args: text_embeds (`torch.FloatTensor` o

Base class for vision model's outputs that also contains image embeddings of the pooling of the last hidden states. Args: image_embe

A generic evaluation-time tokenizer, which leverages built-in tokenizers in sacreBLEU (https://github.com/mjpost/sacrebleu). It additionally provi