Judge-GPT2 / config.json
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{
"architectures": [
"JudgeModel",
"JudgeCasualLMHead",
"JudgeWithQA",
"JudgeClassifier"
],
"inference_mode": true,
"batch_size": 32,
"bias": true,
"block_size": 512,
"dim_feedforward": 3072,
"dropout": 0.1,
"ff_expansion_factor": 4,
"hidden_act": "gelu",
"hidden_size": 768,
"id2label": {
"0": "LABEL_0",
"1": "LABEL_1",
"2": "LABEL_2",
"3": "LABEL_3",
"4": "LABEL_4"
},
"label2id": {
"LABEL_0": 0,
"LABEL_1": 1,
"LABEL_2": 2,
"LABEL_3": 3,
"LABEL_4": 4
},
"label_smoothing": 0.1,
"learning_rate": 0.0003,
"log_interval": 100,
"max_grad_norm": 1.0,
"max_position_embeddings": 512,
"model_type": "gpt2",
"n_embd": 768,
"n_head": 12,
"n_layer": 12,
"output_dir": "C:/Users/wonde/output",
"torch_dtype": "float32",
"total_steps": 10000,
"transformers_version": "4.43.3",
"vocab_size": 50257,
"warmup_steps": 1000,
"weight_decay": 0.01,
"task_heads": {
"lm_head": {
"type": "JudgeCasualLMHead",
"params": {
"vocab_size": 50257
}
},
"qa_head": {
"type": "JudgeWithQA",
"params": {
"num_labels": 2
}
},
"classifier_head": {
"type": "JudgeClassifier",
"params": {
"num_labels": 5
}
}
},
"task_specific_params": {
"text-generation": {
"do_sample": true,
"max_length": 100
},
"question-answering": {
"max_answer_length": 30
},
"sequence-classification": {
"eval_steps": 500
}
}
}