| { |
| "architectures": ["GPTNeoXForCausalLM"], |
| "model_type": "gpt-neox", |
| "base_model": "gpt-oss:20b", |
| "base_model_size": "20B", |
| "adapter_type": "lora", |
| "lora_config": { |
| "r": 16, |
| "lora_alpha": 32, |
| "lora_dropout": 0.1, |
| "target_modules": [ |
| "q_proj", |
| "k_proj", |
| "v_proj", |
| "o_proj", |
| "gate_proj", |
| "up_proj", |
| "down_proj" |
| ] |
| }, |
| "mev_classifier": { |
| "parameters": 315151, |
| "input_dim": 240, |
| "hidden_dim": 512, |
| "dropout_rate": 0.3, |
| "num_labels": 4, |
| "label_map": { |
| "0": "normal", |
| "1": "arbitrage", |
| "2": "sandwich", |
| "3": "liquidation" |
| } |
| }, |
| "training_info": { |
| "dataset_size": 700805, |
| "validation_accuracy": 0.993, |
| "validation_loss": 0.0174, |
| "device": "mps", |
| "optimizer": "AdamW", |
| "learning_rate": 0.001, |
| "weight_decay": 0.01 |
| }, |
| "task": "mev-detection-generation", |
| "capabilities": [ |
| "arbitrage_detection", |
| "sandwich_attack_detection", |
| "liquidation_detection", |
| "profit_estimation", |
| "text_generation", |
| "transaction_analysis" |
| ], |
| "total_model_size": "~13GB", |
| "adapter_size": "1.2MB", |
| "inference_requirements": { |
| "min_ram": "16GB", |
| "recommended_ram": "32GB", |
| "quantization": "Q4_K_M" |
| } |
| } |
