{ "train_file": "data/processed/dolly_train.jsonl,data/processed/gsm8k_train.jsonl,data/processed/dolphin_train.jsonl,data/processed/openhermes_train.jsonl,data/processed/slimorca_train.jsonl,data/processed/metamath_train.jsonl,data/processed/oasst_train.jsonl", "valid_file": "data/processed/dolly_train.jsonl", "max_seq_length": 1024, "prompt_max_length": 512, "teacher_name_or_path": "deepseek-ai/DeepSeek-R1-Distill-Llama-8B", "teacher_tokenizer": null, "student_checkpoint": "./checkpoints/minillm_enhanced_4b_nothink/final_model/", "student_tokenizer": "Qwen/Qwen3-0.6B", "output_dir": "checkpoints/vocagno_deepseek", "num_steps": 100000, "batch_size": 2, "gradient_accumulation_steps": 8, "learning_rate": 2e-05, "weight_decay": 0.01, "warmup_ratio": 0.1, "max_grad_norm": 1.0, "aggregation": "mean", "top_k_ratio": 0.4, "kd_weight": 1.0, "sft_weight": 0.3, "full_sequence_mode": true, "bf16": true, "logging_steps": 25, "save_steps": 500, "seed": 42 }