{ "run_name": "captionbert-8192-v2", "sources": [ { "repo": "AbstractPhil/conceptual-captions-12m-webdataset-berts", "n_chunks": 66, "chunk_rows": 500000, "missing": { "modern": [] } } ], "experts": [ "bert", "modern", "roberta", "albert", "distil" ], "ref_expert": "bert", "ref_hf_name": "google-bert/bert-base-uncased", "require_all_experts": true, "caption_field": "(flat)", "caption_field_candidates": [ "caption_llava", "caption", "caption_llava_short" ], "work_dir": "/content/cbv2", "keep_expert_shards": false, "disk_floor_gb": 25.0, "ram_resident": true, "preflight": true, "hf_repo": "AbstractPhil/captionbert-8192-v2", "targets_repo": "AbstractPhil/captionbert-8192-v2-consensus", "push_targets": true, "hf_push": true, "push_every_min": 30.0, "keep_local_ckpts": 3, "parity_chunk": 0, "parity_n": 64, "parity_min_cos": 0.999, "fit_chunks": [ 0, 11, 22, 33, 44, 55 ], "fit_rows_per_chunk": 4000, "holdout_chunks": [ 60, 61 ], "fit_seed": 0, "d_model": 512, "n_heads": 8, "n_layers": 12, "d_ff": 2048, "max_len": 8192, "output_dim": 768, "dropout": 0.1, "pooling": "mean", "max_tokens": 256, "length_bucketing": true, "bucket_window": 64, "grad_checkpointing": true, "vram_probe": true, "epochs": 4, "batch_size": 2048, "lr": 0.0006, "min_lr": 1e-06, "warmup_steps": 2000, "grad_clip": 1.0, "seed": 42, "amp": true, "num_workers": 0, "log_every": 50, "eval_every": 1000, "ckpt_every_min": 20.0, "nce_weight": 1.0, "mse_weight": 1.0, "nce_temperature": 0.07, "cv_weight": 0.0, "cv_target": 0.084, "run_stage0": true, "run_stage1": true, "run_stage2": true, "run_stage3": true, "resume": true }