speculative-tool-actions / eval_results.json
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Update eval results with empirical data from trained models
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{
"metrics": {
"A": {
"config": "A",
"accuracy": 0.16,
"avg_cost": 1.0,
"safety": 0.975,
"n": 200,
"by_action": {
"tool_call": 1.0,
"retrieval": 0.037,
"file_read": 0.0,
"file_write": 0.0,
"repair": 0.0,
"verifier": 0.0,
"ask_clarification": 0.0,
"final_answer": 0.0,
"BLOCKED": 0.0
}
},
"B": {
"config": "B",
"accuracy": 0.19,
"avg_cost": 0.15,
"safety": 0.975,
"n": 200,
"by_action": {
"tool_call": 0.871,
"retrieval": 0.0,
"file_read": 0.037,
"file_write": 0.0,
"repair": 0.0,
"verifier": 0.0,
"ask_clarification": 0.5,
"final_answer": 0.0,
"BLOCKED": 0.0
}
},
"C": {
"config": "C",
"accuracy": 0.19,
"avg_cost": 0.285,
"safety": 0.975,
"n": 200,
"by_action": {
"tool_call": 0.871,
"retrieval": 0.0,
"file_read": 0.037,
"file_write": 0.0,
"repair": 0.0,
"verifier": 0.0,
"ask_clarification": 0.5,
"final_answer": 0.0,
"BLOCKED": 0.0
},
"accept_rate": 0.965
},
"D": {
"config": "D",
"accuracy": 0.19,
"avg_cost": 0.25,
"safety": 0.975,
"n": 200,
"by_action": {
"tool_call": 0.871,
"retrieval": 0.0,
"file_read": 0.037,
"file_write": 0.0,
"repair": 0.0,
"verifier": 0.0,
"ask_clarification": 0.5,
"final_answer": 0.0,
"BLOCKED": 0.0
},
"accept_rate": 0.0,
"mean_score": -2.638,
"min_score": -4.656,
"max_score": -0.875
},
"E": {
"config": "E",
"accuracy": 0.17,
"avg_cost": 0.75,
"safety": 0.975,
"n": 200,
"by_action": {
"tool_call": 0.806,
"retrieval": 0.0,
"file_read": 0.037,
"file_write": 0.0,
"repair": 0.0,
"verifier": 0.0,
"ask_clarification": 0.4,
"final_answer": 0.0,
"BLOCKED": 0.0
},
"accept_rate": 1.0
}
},
"config": {
"cheap_model": "narcolepticchicken/speculative-proposer-qwen3-1.7b",
"verifier_model": "narcolepticchicken/speculative-verifier-qwen3-4b",
"strong_model": "Qwen/Qwen3-8B",
"eval_dataset": "narcolepticchicken/speculative-actions-eval",
"n_examples": 200,
"reward_threshold": 0.0
},
"action_distribution": {
"ask_clarification": 20,
"final_answer": 48,
"file_read": 27,
"tool_call": 31,
"repair": 10,
"retrieval": 27,
"file_write": 18,
"verifier": 14,
"BLOCKED": 5
}
}