millid-medium-v1 / config.json
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MillID medium, step 56000
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{
"model": {
"num_labels": 1641,
"max_len": 256,
"d_model": 768,
"n_layers": 12,
"n_heads": 12,
"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": "medium",
"max_len": 256,
"steps": 60000,
"batch_size": 512,
"lr": 0.0003,
"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": 12000,
"commercial_only": false,
"extra": [],
"compare_glotlid": true,
"final_eval": "all",
"output_dir": "millid-out",
"push_to": "baobabtech/millid-medium",
"public": false,
"seed": 7,
"log_every": 100,
"threads": 0,
"workers": 12,
"compile": false,
"wandb_project": "millid",
"wandb_entity": "mscsr000324-must",
"wandb_run_name": "millid-medium",
"wandb_tags": [
"medium",
"v1"
],
"no_wandb": false
},
"best_step": 56000,
"parameters": 114986601,
"train_passages": 1944095,
"trained_labels": 1641,
"seconds": 12300
}