{ "run_name": "captionbert-v2-moe", "trunk_repo": "AbstractPhil/captionbert-8192-v2", "trunk_ckpt": "checkpoints/best_model.pt", "tokenizer": "google-bert/bert-base-uncased", "d_model": 512, "n_heads": 8, "n_layers": 12, "d_ff": 2048, "max_len": 8192, "output_dim": 768, "pooling": "mean", "experts": [ [ "equiv", [ [ "sentence-transformers/all-nli", "triplet", "anchor", "positive", "negative", 200000 ] ] ], [ "simplify", [ [ "sentence-transformers/simple-wiki", "pair", "text", "simplified", null, 0 ], [ "sentence-transformers/altlex", "pair", "text", "simplified", null, 0 ], [ "sentence-transformers/sentence-compression", "pair", "text", "simplified", null, 0 ] ] ] ], "dedup_jaccard": 0.95, "n_slots": 16, "K": 64, "D": 4, "tau": 0.1, "hidden": 178, "gate_init": -3.0, "anchor_steps": 1500, "anchor_lr": 0.001, "batch_size": 256, "temperature": 0.05, "max_tokens": 64, "align_steps": 800, "align_lr": 0.001, "align_emb": 64, "align_tau": 0.1, "check_every": 200, "usage_ppl_floor": 1.5, "usage_min": 0.02, "max_strikes": 3, "seed": 0, "log_every": 100, "eval_every": 500, "out_dir": "/content/amoe_moe", "hf_repo": "AbstractPhil/captionbert-8192-v2", "hf_path": "amoe/moe", "hf_private": false, "hf_push": true }