sci_no_moe_all / config.json
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{
"ESM": false,
"MI_loss": false,
"MOE": false,
"_name_or_path": "allenai/scibert_scivocab_uncased",
"a_col": "a",
"add_during_eval": false,
"architectures": [
"BertForSentenceSimilarity"
],
"attention_probs_dropout_prob": 0.0,
"b_col": "b",
"classifier_dropout": null,
"contact_head": false,
"contrastive_loss": "clip",
"data_paths": [
"lhallee/abstract_domain_cvd",
"lhallee/abstract_domain_copd",
"lhallee/abstract_domain_skincancer",
"lhallee/abstract_domain_autoimmune",
"lhallee/abstract_domain_parasitic"
],
"domains": [
"[CVD]",
"[COP]",
"[CAN]",
"[IMM]",
"[PAR]"
],
"hidden_act": "gelu",
"hidden_dropout_prob": 0.05,
"hidden_size": 768,
"initializer_range": 0.02,
"intermediate_size": 3072,
"label_col": "label",
"layer_norm_eps": 1e-12,
"limits": false,
"log_path": "./results.txt",
"max_length": 512,
"max_position_embeddings": 512,
"model_path": "allenai/scibert_scivocab_uncased",
"model_type": "bert",
"moe_type": "topk",
"new_special_tokens": true,
"num_attention_heads": 12,
"num_experts": 8,
"num_hidden_layers": 12,
"num_tasks": 5,
"pad_token_id": 0,
"patience": 3,
"position_embedding_type": "absolute",
"project_name": "SciMOE",
"token_moe": false,
"topk": 2,
"torch_dtype": "float32",
"transformers_version": "4.38.2",
"type_vocab_size": 2,
"use_cache": true,
"vocab_size": 31095,
"wBAL": 0.1,
"wMI": 0.1,
"wandb": true,
"wandb_name": "all_no_moe_full",
"wandb_project": "SSPR",
"weight_path": "sci_moe_all.pt"
}