millid-large-v1.5 / config.json
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MillID large, step 114000
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{
"model": {
"num_labels": 1641,
"max_len": 256,
"d_model": 1024,
"n_layers": 12,
"n_heads": 16,
"dropout": 0.1,
"conv_kernel": 5,
"downsample": 2,
"ngram_buckets": 32768,
"script_buckets": 512,
"rope_theta": 10000.0,
"vocab_size": 259,
"modalities": [
"text"
],
"model_type": "millid-byte-encoder"
},
"training": {
"dataset": "baobabtech/millid-dataset",
"preset": "large",
"max_len": 256,
"steps": 120000,
"batch_size": 512,
"lr": 0.00015,
"warmup": 2000,
"weight_decay": 0.01,
"dropout": 0.1,
"label_smoothing": 0.1,
"alpha": 0.3,
"short_p": 0.25,
"eval_every": 2000,
"eval_per_label": 20,
"patience": 30000,
"commercial_only": false,
"extra": [],
"compare_glotlid": true,
"compare_fasttext": true,
"final_eval": "all",
"output_dir": "millid-out",
"push_to": "baobabtech/millid-large-v1.5",
"public": false,
"seed": 7,
"log_every": 100,
"threads": 0,
"workers": -1,
"compile": true,
"gpus": 0,
"wandb_project": "millid",
"wandb_entity": "mscsr000324-must",
"wandb_run_name": "millid-large-v1.5",
"wandb_tags": [
"large",
"v1.5"
],
"no_wandb": false
},
"best_step": 114000,
"parameters": 192636521,
"gpus": 4,
"train_passages": 1943957,
"trained_labels": 1641,
"seconds": 8128
}