c-bone/CrystaLLM-pi_base

1{2  "activate_conditionality": null,3  "adam_beta1": 0.85,4  "adam_beta2": 0.98,5  "attention_dropout": 0.1,6  "auto_find_batch_size": false,7  "codecarbon": true,8  "cond_dropout": null,9  "cond_lr": null,10  "cond_wd": null,11  "condition_columns": null,12  "config": "/tmp/claude-1001/-home-cyprien/349b5436-5abc-447d-ba9d-b7a3a8831932/scratchpad/hf_cards/configs/CrystaLLM-pi_base/training_config.jsonc",13  "context_length": 1024,14  "data_seed": 1,15  "dataset_HF": "c-bone/lematerial_clean",16  "dataset_streaming": false,17  "deepspeed_config": "_config_files/deepspeed_default.json",18  "do_sample": "True",19  "early_stopping_patience": 10,20  "early_stopping_threshold": 1e-05,21  "embedding_dropout": 0.1,22  "eval_batch_size": 32,23  "eval_steps": 5000,24  "eval_strategy": "steps",25  "fp16": true,26  "gen_max_length": 1024,27  "grad_clip": 1.0,28  "gradient_accumulation_steps": 1,29  "greater_is_better": false,30  "input_parquet": null,31  "learning_rate": 0.001,32  "load_best_model_at_end": true,33  "logging_steps": 500,34  "lr_scheduler_kwargs": {35    "min_lr_rate": 0.00136  },37  "lr_scheduler_type": "cosine_with_min_lr",38  "max_return_attempts": 1,39  "max_samples": null,40  "max_steps": 1250000,41  "metric_for_best_model": "eval_loss",42  "model_ckpt_dir": "model_ckpts/cif-gpt2-small/checkpoint-400",43  "muon_lr": 0.02,44  "muon_momentum": 0.95,45  "n_embd": 512,46  "n_head": 8,47  "n_heads_sharing_slider": null,48  "n_hidden_cond": null,49  "n_layer": 8,50  "n_prefix_tokens": null,51  "num_return_sequences": 1,52  "optimizer": "adamw",53  "output_dir": "model_ckpts/mpdb-small-base-lematerial",54  "output_parquet": null,55  "pretrained_model_dir": null,56  "pretrained_tokenizer_dir": "HF-cif-tokenizer",57  "remove_CIFs_above_context": false,58  "remove_CIFs_with_unk": true,59  "report_to": "wandb",60  "residual_dropout": 0.1,61  "save_strategy": "steps",62  "save_total_limit": 2,63  "scoring_mode": "None",64  "seed": 1,65  "share_layers": null,66  "target_valid_cifs": 1,67  "temperature": 1.0,68  "top_k": 15,69  "top_p": 0.95,70  "torch_compile": true,71  "tracker_project": "CrystaLLM-pi",72  "train_batch_size": 32,73  "wandb_project_folder": "CrystaLLM_pi",74  "warmup_ratio": 0.02,75  "warmup_steps": 0,76  "weight_decay": 0.177}78