NucEngram / config.json
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Add NucEngram genomic language model (base, S123) + usage
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{
"model_type": "nucengram",
"architectures": [
"NucEngramModel"
],
"auto_map": {
"AutoConfig": "configuration_nucengram.NucEngramConfig",
"AutoModel": "modeling_nucengram.NucEngramModel",
"AutoModelForMaskedLM": "modeling_nucengram.NucEngramForMaskedLM"
},
"backbone": {
"vocab_size": 9,
"hidden_size": 512,
"intermediate_size": 2048,
"num_hidden_layers": 22,
"num_attention_heads": 16,
"max_position_embeddings": 8192,
"local_attention": 128,
"rope_theta_global": 160000.0,
"rope_theta_local": 10000.0,
"attn_implementation": "sdpa",
"tie_word_embeddings": true
},
"engram": {
"ngram_orders": [
3,
4,
5,
6,
8
],
"n_heads_per_order": 4,
"d_mem": 48,
"layer_inject_ids": [
1,
4
],
"use_conv": true,
"gate_temp": 1.0,
"seed": 0,
"hidden_size": 512,
"vocab_size": 9,
"pad_id": 0
},
"max_length": 8192,
"pad_token_id": 0,
"hidden_size": 512,
"torch_dtype": "float32",
"transformers_version": "5.7.0"
}