{ "mode": "train", "train": null, "hf_dataset": "netcat420/Experiment_0.1", "hf_dataset_config": null, "hf_dataset_split": "train", "text_column": null, "prompt_column": null, "completion_column": null, "model_path": null, "out_dir": "./chatHRM", "tokenizer_path": "openai-community/gpt2", "resume_from_ckpt": null, "shadow_model_path": null, "pre_chunked_dataset": false, "pre_pt_dataset": false, "context_dim": 448, "persistent_dim": 128, "ltm_slots": 1024, "ltm_key_dim": 128, "ltm_val_dim": 128, "h_hidden": 448, "l_hidden": 448, "h_stride": 4, "max_h_steps": 5, "max_l_steps": 5, "ltm_topk": 4, "max_length": 8880, "auto_max_length": false, "use_deepembed": true, "use_rosa": true, "rosa_max_context": 512, "rwkv_head_size": 64, "epochs": 10, "batch_size": 64, "accumulation_steps": 1, "starting_lr": 9e-05, "min_lr": 1e-09, "warmup_steps": 0, "warmup_ratio": 0.03, "disable_lr_schedule": false, "ltm_lr": 1e-08, "min_ltm_lr": 1e-08, "disable_ltm_lr_schedule": true, "rwkv_weight_decay": 0.1, "ltm_score_grad_scale": 1.0, "kayla": false, "alpaca": true, "train_prompt_tokens": true, "strict_all_token_loss": true, "prompt_loss_weight": 0.1, "response_loss_weight": 1.0, "response_boundary_loss_weight": 2.0, "response_boundary_tokens": 64, "min_response_tokens": 128, "drop_empty_completions": true, "assistant_recovery": true, "lora_r": 8, "lora_alpha": 16, "grad_clip": 1.0, "startup_weight_max_abs": 100.0, "max_ce_loss_for_backward": 0.0, "max_commitment_cost_for_backward": 4.0, "max_ponder_cost_for_backward": 0.0, "halt_logit_clamp": 30.0, "recurrent_state_clamp": 50.0, "context_state_clamp": 50.0, "drift_state_clamp": 2.0, "activation_clamp": 100.0, "ponder_loss_weight": 0.003, "commitment_loss_weight": 0.5, "commitment_threshold": 0.05, "l_conv_atol": 0.0001, "detach_every_n_steps": 32, "h_halt_thresh": 0.9, "encourage_thinking": false, "adaptive_ponder": true, "ponder_target_scale": 0.5, "memory_token_routers": true, "memory_gate_warmup_steps": 5000, "memory_gate_warmup_floor": 0.1, "reset_halt_bias": null, "override_scheduling": false, "persist_state": false, "training_chunk_size": 256, "cuda_loss_chunk_rows": 17136, "cuda_chunked_lm_loss": true, "cpu_loss_chunk_rows": 0, "cpu_chunked_lm_loss": true, "ltm_cpu_gather_retrieval": true, "ltm_cpu_sparse_update": true, "debug_numerics": false, "save_steps": 600, "progress_log_steps": 25, "padding_metric_steps": 0, "padding_metrics": true, "num_workers": 8, "prefetch_factor": null, "pt_cache_size": 2, "length_bucketing": true, "length_bucket_size": 131072, "auto_length_bucket_size": true, "length_bucket_auto_tolerance": 0.005, "streaming_datasets": true, "hf_streaming_shuffle_buffer": 10000, "hf_auto_shard": false, "hf_shard_cache_dir": null, "refresh_hf_shards": false, "hf_cache_chunks_per_file": 2048, "hf_token_cache": true, "hf_token_cache_dir": null, "refresh_hf_token_cache": false, "amp": true, "dataset_size": null, "compile": true, "force_compile": true, "compile_mode": "max-autotune-no-cudagraphs", "compile_dynamic": false, "compile_backend": null, "compile_fullgraph_worker": false, "compile_cudagraphs": false, "compile_pad_to_chunk_size": true, "compile_static_worker_loop": null, "compile_h_rnn": true, "compile_quiet": true, "eval_tasks": null, "eval_every_epoch": 1, "eval_batch_size": 1, "eval_limit": null, "eval_steps": null, "benchmark_suite": null, "benchmark": null, "benchmark_all": false, "benchmark_sequential": false, "benchmark_out_dir": "./benchmark_results", "benchmark_run_name": null, "list_benchmarks": false, "strict_benchmarks": false, "arc_agi_path": null, "arc_agi_max_tasks": null, "arc_agi_max_test_items": null, "arc_agi_keep_samples": false, "temperature": 1.0, "top_k": 40, "top_p": 0.9, "repetition_penalty": 1.2, "max_new_tokens": 512, "entropy_stop_threshold": 0.0, "entropy_stop_min_tokens": 3, "entropy_stop_top_prob": 0.05, "eos_stop_prob": 0.0, "device": null, "threads": 24, "enable_quantized_learning": false, "ltm_lora_path": null, "static_ltm_lr": true, "ltm_schedule_steps": 100, "ltm_schedule_min_lr": 1e-05, "finetune_unlock_percent": null, "gradient_checkpointing": false, "passive_learning": true, "passive_response_learning": false, "passive_lr": 5e-06, "surprise_threshold": 1.0, "chat_state_file": null, "resume_chat_from_state_file": null, "chat_input_history_turns": 4, "chat_input_history_chars": 3000, "ckpt_input": null, "inf_output": null, "ckpt_tok_path": null, "amp_dtype": "bfloat16", "vocab_size": 50257, "drift_norm_clamp": 4.0, "drift_delta_scale": 0.35, "rwkv_channel_mix_key_clamp": 12.0, "ltm_training_mode": "read-only", "rwkv_channel_mix_deepembed_clamp": 4.0, "completed_epoch": 13 }