cosmos_predict1/tokenizer/networks/__init__.py

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from enum import Enum

from cosmos_predict1.tokenizer.networks.configs import continuous_image_8x8_360p as continuous_image_8x8_360p_dict
from cosmos_predict1.tokenizer.networks.configs import continuous_image_16x16_360p as continuous_image_16x16_360p_dict
from cosmos_predict1.tokenizer.networks.configs import continuous_video_4x8x8_360p as continuous_video_4x8x8_360p_dict
from cosmos_predict1.tokenizer.networks.configs import continuous_video_8x8x8_720p as continuous_video_8x8x8_720p_dict
from cosmos_predict1.tokenizer.networks.configs import discrete_image_8x8_360p as discrete_image_8x8_360p_dict
from cosmos_predict1.tokenizer.networks.configs import discrete_image_16x16_360p as discrete_image_16x16_360p_dict
from cosmos_predict1.tokenizer.networks.configs import discrete_video_4x8x8_360p as discrete_video_4x8x8_360p_dict
from cosmos_predict1.tokenizer.networks.configs import discrete_video_8x16x16_720p as discrete_video_8x16x16_720p_dict
from cosmos_predict1.tokenizer.networks.continuous_image import ContinuousImageTokenizer
from cosmos_predict1.tokenizer.networks.continuous_video import CausalContinuousVideoTokenizer
from cosmos_predict1.tokenizer.networks.discrete_image import DiscreteImageTokenizer
from cosmos_predict1.tokenizer.networks.discrete_video import CausalDiscreteVideoTokenizer


class TokenizerConfigs(Enum):
    """Continuous Image (CI) Tokenizer Configs"""

    # Cosmos-Tokenize1-CI8x8-360p
    CI8x8_360p = continuous_image_8x8_360p_dict

    # Cosmos-Tokenize1-CI16x16-360p
    CI16x16_360p = continuous_image_16x16_360p_dict

    """Discrete Image (DI) Tokenizer Configs"""
    # Cosmos-Tokenize1-DI8x8-360p
    DI8x8_360p = discrete_image_8x8_360p_dict

    # Cosmos-Tokenize1-DI16x16-360p
    DI16x16_360p = discrete_image_16x16_360p_dict

    """Causal Continuous Video (CV) Tokenizer Configs"""
    # Cosmos-Tokenize1-CV8x8x8-720p
    CV8x8x8_720p = continuous_video_8x8x8_720p_dict

    # Cosmos-Tokenize1-CV4x8x8-360p
    CV4x8x8_360p = continuous_video_4x8x8_360p_dict

    """Causal Discrete Video (DV) Tokenizer Configs"""
    # Cosmos-Tokenize1-DV8x16x16-720p
    DV8x16x16_720p = discrete_video_8x16x16_720p_dict

    # Cosmos-Tokenize1-DV4x8x8-360p
    DV4x8x8_360p = discrete_video_4x8x8_360p_dict


class TokenizerModels(Enum):
    CI = ContinuousImageTokenizer
    DI = DiscreteImageTokenizer
    CV = CausalContinuousVideoTokenizer
    DV = CausalDiscreteVideoTokenizer