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  1. config.json +32 -0
  2. configuration_baichuan.py +69 -0
config.json ADDED
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+ {
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+ "_from_model_config": true,
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+ "_name_or_path": "Guan123/baichuan_7b_ecommerce",
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+ "architectures": [
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+ "BaichuanForCausalLM"
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+ ],
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+ "auto_map": {
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+ "AutoConfig": "configuration_baichuan.BaichuanConfig",
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+ "AutoModel": "modeling_baichuan.BaichuanForCausalLM",
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+ "AutoModelForCausalLM": "modeling_baichuan.BaichuanForCausalLM"
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+ },
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+ "bos_token_id": 1,
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+ "eos_token_id": 2,
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+ "hidden_act": "silu",
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+ "hidden_size": 4096,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 11008,
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+ "max_position_embeddings": 4096,
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+ "model_max_length": 4096,
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+ "model_type": "baichuan",
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+ "num_attention_heads": 32,
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+ "num_hidden_layers": 32,
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+ "pad_token_id": 0,
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+ "rms_norm_eps": 1e-06,
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+ "tie_word_embeddings": false,
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+ "tokenizer_class": "BaichuanTokenizer",
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.31.0",
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+ "use_cache": false,
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+ "vocab_size": 125696,
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+ "z_loss_weight": 0
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+ }
configuration_baichuan.py ADDED
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+ # Copyright 2023 Baichuan Inc. All Rights Reserved.
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+
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+ # Copyright 2022 EleutherAI and the HuggingFace Inc. team. All rights reserved.
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+ #
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+ # This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX
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+ # and OPT implementations in this library. It has been modified from its
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+ # original forms to accommodate minor architectural differences compared
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+ # to GPT-NeoX and OPT used by the Meta AI team that trained the model.
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+ #
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+ # Licensed under the Apache License, Version 2.0 (the "License");
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+ # you may not use this file except in compliance with the License.
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+ # You may obtain a copy of the License at
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+ #
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+ # http://www.apache.org/licenses/LICENSE-2.0
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+ #
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+ # Unless required by applicable law or agreed to in writing, software
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+ # distributed under the License is distributed on an "AS IS" BASIS,
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+ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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+ # See the License for the specific language governing permissions and
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+ # limitations under the License.
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+
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+ from transformers.configuration_utils import PretrainedConfig
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+ from transformers.utils import logging
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+
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+
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+ logger = logging.get_logger(__name__)
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+
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+
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+ class BaichuanConfig(PretrainedConfig):
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+ model_type = "baichuan"
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+ keys_to_ignore_at_inference = ["past_key_values"]
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+
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+ def __init__(
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+ self,
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+ vocab_size=125696,
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+ hidden_size=4096,
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+ intermediate_size=11008,
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+ num_hidden_layers=32,
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+ num_attention_heads=32,
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+ hidden_act="silu",
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+ max_position_embeddings=4096,
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+ initializer_range=0.02,
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+ rms_norm_eps=1e-6,
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+ use_cache=True,
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+ pad_token_id=0,
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+ bos_token_id=1,
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+ eos_token_id=2,
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+ tie_word_embeddings=False,
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+ z_loss_weight=0,
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+ **kwargs,
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+ ):
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+ self.vocab_size = vocab_size
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+ self.max_position_embeddings = max_position_embeddings
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+ self.hidden_size = hidden_size
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+ self.intermediate_size = intermediate_size
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+ self.num_hidden_layers = num_hidden_layers
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+ self.num_attention_heads = num_attention_heads
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+ self.hidden_act = hidden_act
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+ self.initializer_range = initializer_range
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+ self.rms_norm_eps = rms_norm_eps
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+ self.use_cache = use_cache
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+ self.z_loss_weight = z_loss_weight
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+ super().__init__(
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+ pad_token_id=pad_token_id,
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+ bos_token_id=bos_token_id,
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+ eos_token_id=eos_token_id,
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+ tie_word_embeddings=tie_word_embeddings,
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+ **kwargs,
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+ )