SatyaSriVelpuri commited on
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Upload config_parambharatgen.py with huggingface_hub

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  1. config_parambharatgen.py +60 -0
config_parambharatgen.py ADDED
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+ from transformers import PretrainedConfig
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+
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+ class ParamBharatGenConfig(PretrainedConfig):
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+ model_type = "parambharatgen"
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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=256000,
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+ hidden_size=2048,
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+ intermediate_size=7168,
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+ num_hidden_layers=32,
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+ num_attention_heads=16,
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+ num_key_value_heads=8,
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+ hidden_act="silu",
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+ max_position_embeddings=2048,
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+ initializer_range=0.01,
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+ rms_norm_eps=1e-5,
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+ use_cache=True,
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+ pad_token_id=None,
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+ bos_token_id=2,
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+ eos_token_id=3,
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+ pretraining_tp=1,
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+ tie_word_embeddings=False,
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+ rope_theta=10000.0,
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+ rope_scaling=None,
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+ attention_bias=False,
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+ attention_dropout=0.0,
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+ mlp_bias=False,
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+ custom_mlp_ratio=3.5,
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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.num_key_value_heads = num_key_value_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.pretraining_tp = pretraining_tp
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+ self.use_cache = use_cache
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+ self.rope_theta = rope_theta
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+ self.rope_scaling = rope_scaling
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+ self.attention_bias = attention_bias
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+ self.attention_dropout = attention_dropout
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+ self.mlp_bias = mlp_bias
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+ self.custom_mlp_ratio = custom_mlp_ratio
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+
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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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+ )
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+
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+ ParamBharatGenConfig.register_for_auto_class()