{ "activate_conditionality": null, "adam_beta1": 0.85, "adam_beta2": 0.98, "attention_dropout": 0.1, "auto_find_batch_size": false, "codecarbon": true, "cond_dropout": null, "cond_lr": null, "cond_wd": null, "condition_columns": null, "config": "/tmp/claude-1001/-home-cyprien/349b5436-5abc-447d-ba9d-b7a3a8831932/scratchpad/hf_cards/configs/CrystaLLM-pi_base/training_config.jsonc", "context_length": 1024, "data_seed": 1, "dataset_HF": "c-bone/lematerial_clean", "dataset_streaming": false, "deepspeed_config": "_config_files/deepspeed_default.json", "do_sample": "True", "early_stopping_patience": 10, "early_stopping_threshold": 1e-05, "embedding_dropout": 0.1, "eval_batch_size": 32, "eval_steps": 5000, "eval_strategy": "steps", "fp16": true, "gen_max_length": 1024, "grad_clip": 1.0, "gradient_accumulation_steps": 1, "greater_is_better": false, "input_parquet": null, "learning_rate": 0.001, "load_best_model_at_end": true, "logging_steps": 500, "lr_scheduler_kwargs": { "min_lr_rate": 0.001 }, "lr_scheduler_type": "cosine_with_min_lr", "max_return_attempts": 1, "max_samples": null, "max_steps": 1250000, "metric_for_best_model": "eval_loss", "model_ckpt_dir": "model_ckpts/cif-gpt2-small/checkpoint-400", "muon_lr": 0.02, "muon_momentum": 0.95, "n_embd": 512, "n_head": 8, "n_heads_sharing_slider": null, "n_hidden_cond": null, "n_layer": 8, "n_prefix_tokens": null, "num_return_sequences": 1, "optimizer": "adamw", "output_dir": "model_ckpts/mpdb-small-base-lematerial", "output_parquet": null, "pretrained_model_dir": null, "pretrained_tokenizer_dir": "HF-cif-tokenizer", "remove_CIFs_above_context": false, "remove_CIFs_with_unk": true, "report_to": "wandb", "residual_dropout": 0.1, "save_strategy": "steps", "save_total_limit": 2, "scoring_mode": "None", "seed": 1, "share_layers": null, "target_valid_cifs": 1, "temperature": 1.0, "top_k": 15, "top_p": 0.95, "torch_compile": true, "tracker_project": "CrystaLLM-pi", "train_batch_size": 32, "wandb_project_folder": "CrystaLLM_pi", "warmup_ratio": 0.02, "warmup_steps": 0, "weight_decay": 0.1 }