key-data / config.json
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Auto-sync: 19 files at 2025-12-31 00:57
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{
"pressure": {
"default_center": 0.5,
"default_radius": 0.25,
"default_compression": 1.0,
"envelopes": {
"loss": {
"center": 0.3,
"radius": 0.2,
"compression": 1.0
},
"fitness": {
"center": 0.7,
"radius": 0.2,
"compression": 1.0
},
"learning_rate": {
"center": 0.5,
"radius": 0.3,
"compression": 0.8
}
}
},
"vp_thresholds": {
"VP0": 0.25,
"VP1": 0.5,
"VP2": 0.75,
"VP3": 0.99,
"modularity_collapse": 0.3,
"organism_collapse": 500
},
"convergence": {
"mutation_rate": 0.1,
"noise_std": 0.05
},
"attractor": {
"max_iterations": 1000,
"tolerance": 1e-06,
"learning_rate": 0.01
},
"pulse": {
"rate": 1.0,
"intensity": 1.0,
"decay": 0.99
},
"population": {
"size": 8,
"dimensions": 10,
"trait_keys": [
"x0",
"x1",
"x2",
"x3",
"x4",
"x5",
"x6",
"x7",
"x8",
"x9"
],
"use_brains": true
},
"evolution": {
"generations": 100,
"mutation_rate": 0.1,
"mutation_strength": 0.1,
"crossover_rate": 0.7,
"fitness_function": "communication",
"target_species": 5,
"log_interval": 10,
"mode": "hybrid"
},
"speciation": {
"genetic_distance_threshold": 0.35,
"max_stagnation": 50,
"elitism": 2,
"survival_threshold": 0.2,
"crossover_rate": 0.7,
"min_species_size": 3
},
"dbscan": {
"eps": null,
"min_samples": 3,
"eps_percentile": 0.7,
"scale_features": true
},
"fitness": {
"function": "communication",
"bounds_low": -5.12,
"bounds_high": 5.12,
"normalize": true,
"invert": true
},
"node": {
"mutation_rate": 0.1,
"mutation_strength": 0.2
},
"brain": {
"enabled": false,
"hidden_sizes": [
16,
16
],
"activation": "tanh",
"mutation_rate": 0.1,
"mutation_strength": 0.3
},
"lora_brain": {
"enabled": true,
"base_model": "Qwen/Qwen2.5-VL-3B-Instruct",
"quantization": "4bit",
"lora_rank": 8,
"lora_alpha": 16,
"lora_dropout": 0.0,
"target_modules": ["q_proj", "v_proj"],
"hidden_dim": 2048,
"use_flash_attention": false,
"max_memory": null,
"offload_folder": null
},
"vlm": {
"min_pixels": 200704,
"max_pixels": 1003520,
"max_new_tokens": 150,
"code_dir": ".",
"tasks_per_eval": 3
},
"weight_evolution": {
"algorithm": "CMA_ES",
"sigma_init": 0.1,
"weight_decay": 0.0,
"fitness_shaping": true
},
"nlp_training": {
"enabled": true,
"vocab_size": 1500,
"embed_dim": 64,
"hidden_dim": 128,
"max_seq_len": 32,
"num_lstm_layers": 1,
"num_classes": 2,
"population_size": 16,
"sigma_init": 0.3,
"train_samples": 64,
"eval_samples": 32
},
"explorer": {
"log_dir": "data/logs",
"shared_state_path": "data/.shared_simulation_state.json",
"max_events": 10000,
"causation_thresholds": {
"temporal_window": 1.0,
"correlation_min": 0.7,
"direct_max_delay": 0.1
}
},
"checkpointing": {
"enabled": true,
"checkpoint_every": 50,
"keep_best": 5,
"keep_recent": 3,
"checkpoint_dir": "checkpoints"
},
"logging": {
"wandb_project": "key-evolution",
"wandb_entity": null,
"tensorboard_enabled": true,
"tensorboard_logdir": "runs/key",
"log_interval": 1,
"log_level": "INFO"
},
"performance": {
"batch_size": 5,
"tick_delay_ms": 20,
"parallel_fitness": true,
"num_workers": 4
},
"hf_sync": {
"enabled": true,
"dataset_name": null,
"sync_checkpoints": true,
"sync_logs": true,
"retry_attempts": 3,
"timeout_seconds": 30
},
"visualization": {
"umap_enabled": true,
"umap_n_neighbors": 15,
"umap_min_dist": 0.1,
"umap_n_jobs": 1,
"plot_every": 10,
"max_history_points": 500
},
"selection": {
"method": "tournament",
"tournament_size": 3,
"truncation_threshold": 0.5
},
"experiment": {
"name": "default",
"tags": [
"evolution",
"bbob"
],
"seed": 42,
"deterministic": true
},
"camel": {
"enabled": true,
"task_type": "role_playing",
"assistant_role": "assistant",
"user_role": "instructor",
"max_turns": 10,
"tasks_per_eval": 3,
"task_categories": ["problem_solving", "analysis"],
"partner_selection": "random",
"task_prompt": "Collaborate to solve the given problem step by step.",
"with_task_specify": true,
"model_backend": "local",
"temperature": 0.7,
"top_p": 0.9
}
}