ethos.json

{
    "experiment_details":"Ethos, gpt-4o, 0.7 temperature, 10 epochs, 7 batch size, 5 mini batch size, 1 iterations, 3 beam width, 2 group frequency, 0.5 epsilon",
    "dataset_path": "data/ethos.jsonl",
    "mini_batch_size": 5,
    "batch_size": 7,
    "iterations": 1,
    "epochs": 10,
    "logging_file_path": "logs/ethos.jsonl",
    "epsilon": 0.5,
    "beam_width": 3,
    "group_frequency": 2,
    "content_safety": true,
    "cache_path": "",
    "initial_prompt": "Let's think step by step.",
    "dataset_name": "ethos",
    "number_of_groups": 2, 
    "metric_kwargs": {
        "type": "accuracy"
    },
    "solver_llm": {
        "model_kwargs": {
            "temperature": 0,
            "model": "gpt-4o"
        },
        "api_kwargs": {
            "api_type": "",
            "api_base": "",
            "api_version": "",
            "api_key": ""
        }
    },
    "expert_llm": {
        "model_kwargs": {
            "temperature": 0.7,
            "model": "gpt-4o"
        },
        "api_kwargs": {
            "api_type": "",
            "api_base": "",
            "api_version": "",
            "api_key": ""        
        }
    },
    "grouping_llm": {
        "model_kwargs": {
            "temperature": 0.7,
            "model": "gpt-4o"
        },
        "api_kwargs": {
            "api_type": "",
            "api_base": "",
            "api_version": "",
            "api_key": ""        
        }
    }
}