| { |
| "feature_names": [ |
| "jev_ambiguity__p__0", |
| "jev_ambiguity__p__1", |
| "jev_ambiguity__p__2", |
| "jev_ambiguity__p__3", |
| "jev_answer_openness__p__0", |
| "jev_answer_openness__p__1", |
| "jev_answer_openness__p__2", |
| "jev_answer_openness__p__3", |
| "jev_code_reasoning__noul", |
| "jev_constraint_density__p__0", |
| "jev_constraint_density__p__1", |
| "jev_constraint_density__p__2", |
| "jev_constraint_density__p__3", |
| "jev_context_integration__p__0", |
| "jev_context_integration__p__1", |
| "jev_context_integration__p__2", |
| "jev_context_integration__p__3", |
| "jev_current_information__noul", |
| "jev_decomposition_need__p__0", |
| "jev_decomposition_need__p__1", |
| "jev_decomposition_need__p__2", |
| "jev_decomposition_need__p__3", |
| "jev_domain_specialization__p__0", |
| "jev_domain_specialization__p__1", |
| "jev_domain_specialization__p__2", |
| "jev_domain_specialization__p__3", |
| "jev_exactness__p__0", |
| "jev_exactness__p__1", |
| "jev_exactness__p__2", |
| "jev_exactness__p__3", |
| "jev_external_knowledge__noul", |
| "jev_factual_recall__noul", |
| "jev_formal_logic__noul", |
| "jev_math_reasoning__noul", |
| "jev_reasoning_depth__p__0", |
| "jev_reasoning_depth__p__1", |
| "jev_reasoning_depth__p__2", |
| "jev_reasoning_depth__p__3", |
| "jev_social_affective__noul", |
| "jev_tool_interaction__noul" |
| ], |
| "model_names": [ |
| "DeepHermes-3-Llama-3-8B-Preview", |
| "DeepSeek-R1-0528-Qwen3-8B", |
| "DeepSeek-R1-Distill-Qwen-7B", |
| "Fin-R1", |
| "GLM-Z1-9B-0414", |
| "Intern-S1-mini", |
| "Llama-3.1-8B-Instruct", |
| "Llama-3.1-8B-UltraMedical", |
| "Llama-3.1-Nemotron-Nano-8B-v1", |
| "MiMo-7B-RL-0530", |
| "MiniCPM4.1-8B", |
| "NVIDIA-Nemotron-Nano-9B-v2", |
| "OpenThinker3-7B", |
| "Qwen2.5-Coder-7B-Instruct", |
| "Qwen3-8B", |
| "cogito-v1-preview-llama-8B", |
| "gemma-2-9b-it", |
| "glm-4-9b-chat", |
| "granite-3.3-8b-instruct", |
| "internlm3-8b-instruct" |
| ], |
| "params": { |
| "iterations": 500, |
| "depth": 6, |
| "learning_rate": 0.05, |
| "random_seed": 3407, |
| "verbose": false, |
| "loss_function": "MultiRMSE", |
| "allow_writing_files": false |
| } |
| } |
