image-match/python/py/Lib/site-packages/transformers/models/ctrl/configuration_ctrl.py

# Copyright 2018 Salesforce and HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION.  All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""Salesforce CTRL configuration"""

from huggingface_hub.dataclasses import strict

from ...configuration_utils import PreTrainedConfig
from ...utils import auto_docstring


@auto_docstring(checkpoint="Salesforce/ctrl")
@strict
class CTRLConfig(PreTrainedConfig):
    r"""
    dff (`int`, *optional*, defaults to 8192):
        Dimensionality of the inner dimension of the feed forward networks (FFN).

    Examples:

    ```python
    >>> from transformers import CTRLConfig, CTRLModel

    >>> # Initializing a CTRL configuration
    >>> configuration = CTRLConfig()

    >>> # Initializing a model (with random weights) from the configuration
    >>> model = CTRLModel(configuration)

    >>> # Accessing the model configuration
    >>> configuration = model.config
    ```"""

    model_type = "ctrl"
    keys_to_ignore_at_inference = ["past_key_values"]
    attribute_map = {
        "max_position_embeddings": "n_positions",
        "hidden_size": "n_embd",
        "num_attention_heads": "n_head",
        "num_hidden_layers": "n_layer",
    }

    vocab_size: int = 246534
    n_positions: int = 256
    n_embd: int = 1280
    dff: int = 8192
    n_layer: int = 48
    n_head: int = 16
    resid_pdrop: float | int = 0.1
    embd_pdrop: float | int = 0.1
    layer_norm_epsilon: float = 1e-6
    initializer_range: float = 0.02
    use_cache: bool = True
    pad_token_id: int | None = None
    bos_token_id: int | None = None
    eos_token_id: int | list[int] | None = None
    tie_word_embeddings: bool = True


__all__ = ["CTRLConfig"]