release initial code
Co-authored-by: Ying Sheng <sqy1415@gmail.com> Co-authored-by: Liangsheng Yin <hnyls2002@gmail.com> Co-authored-by: Zhiqiang Xie <xiezhq@stanford.edu> Co-authored-by: parasol-aser <3848358+parasol-aser@users.noreply.github.com> Co-authored-by: LiviaSun <33578456+ChuyueSun@users.noreply.github.com> Co-authored-by: Cody Yu <hao.yu.cody@gmail.com>
This commit is contained in:
co-authored by
Ying Sheng
Liangsheng Yin
Zhiqiang Xie
parasol-aser
LiviaSun
Cody Yu
parent
f6d40df0ee
commit
22085081bb
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import os
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from typing import Optional, Union
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import torch
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from sglang.srt.hf_transformers_utils import get_config, get_context_length
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class ModelConfig:
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def __init__(
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self,
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path: str,
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trust_remote_code: bool = True,
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revision: Optional[str] = None,
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) -> None:
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self.path = path
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self.trust_remote_code = trust_remote_code
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self.revision = revision
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self.hf_config = get_config(self.path, trust_remote_code, revision)
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# Unify the config keys for hf_config
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self.context_len = get_context_length(self.hf_config)
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self.head_dim = self.hf_config.hidden_size // self.hf_config.num_attention_heads
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self.num_key_value_heads = self.hf_config.num_key_value_heads
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self.num_attention_heads = self.hf_config.num_attention_heads
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self.hidden_size = self.hf_config.hidden_size
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self.num_hidden_layers = self.hf_config.num_hidden_layers
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self.vocab_size = self.hf_config.vocab_size
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