AMOR-GatedDeltaNet-440M / training_config.json
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{
"model": "amor_gdn",
"scale": "440m",
"backbone_config": {
"d_model": 1024,
"n_layer": 24,
"d_ff": 1984,
"d_state": 128,
"expand": 2,
"head_dim": 64,
"d_conv": 4,
"n_groups": 1,
"peak_lr": 0.0003
},
"seq_len": 3072,
"batch_size": 4,
"grad_accum": 40,
"world_size": 1,
"total_tokens": 8973009920,
"total_steps": 18255,
"warmup_steps": 2000,
"peak_lr": 0.0003,
"min_lr": 1e-05,
"chinchilla_multiplier": 20,
"seed": 42,
"vocab_size": 128256,
"tokenizer": "teknium/Llama-3.1-AlternateTokenizer",
"n_params": 442133056,
"amor": {
"lr_alpha": 0.003,
"init_alpha": 0.0,
"init_threshold": 0.3,
"gate_offset": 0.03,
"offset_mode": "adaptive",
"offset_k": 0.2
}
}