|
{ |
|
"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_copd" |
|
], |
|
"domains": [ |
|
"[COPD]" |
|
], |
|
"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": false, |
|
"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": 31090, |
|
"wBAL": 0.1, |
|
"wMI": 0.1, |
|
"wandb": true, |
|
"wandb_name": "copd_mixed_full", |
|
"wandb_project": "SSPR", |
|
"weight_path": "copd_single.pt" |
|
} |
|
|