gladius-research / analysis /eval_analysis.json
amuzetnoM's picture
Upload analysis/eval_analysis.json with huggingface_hub
cd9040d verified
Raw
History Blame Contribute Delete
7.6 kB
{
"step": 1060,
"best_loss": 0.3585319519042969,
"config": {
"hidden_dim": 1024,
"num_layers": 24,
"num_heads": 32,
"head_dim": 32,
"ffn_dim": 4096,
"max_seq_len": 1024,
"vocab_size": 32000,
"hot_memory_slots": 1024,
"warm_rank": 64,
"time_dim": 128,
"time_num_frequencies": 16,
"time_max_events": 64,
"cognition_state_dim": 256,
"cognition_modes": 4,
"cognition_prompt_types": 5,
"register_dim": 4,
"intent_dim": 4,
"max_tools": 64,
"num_specialists": 5,
"router_top_k": 2,
"attention_sparse_budget": 128,
"batch_size": 4,
"grad_accumulation": 4,
"total_steps": 15000,
"warmup_steps": 200,
"max_grad_norm": 0.5,
"weight_decay": 0.01,
"seed": 42,
"lr_backbone": 3e-05,
"lr_specialists": 0.0003,
"lr_router": 0.001,
"lr_tools": 0.0005,
"lr_depth": 0.0003,
"lr_embeddings": 0.0003,
"balance_loss_weight": 0.05,
"cognition_loss_weight": 0.1,
"aux_loss_weight": 0.3,
"phase1_end": 5000,
"phase2_end": 10000,
"phase3_end": 13000,
"foundation_depth": [
0.4,
0.4,
0.2,
0.0,
0.0
],
"reasoning_depth": [
0.15,
0.15,
0.25,
0.25,
0.2
],
"depth_depth": [
0.05,
0.05,
0.2,
0.2,
0.5
],
"omega_depth": [
0.2,
0.2,
0.2,
0.2,
0.2
],
"bonus_ratio": 0.15,
"language_ratio": 0.4,
"science_ratio": 0.05,
"gaussian_ratio": 0.02,
"checkpoint_every": 250,
"log_every": 10,
"eval_every": 250,
"max_nan_retries": 5,
"max_total_nans": 50,
"vram_warning_gb": 13.0,
"min_disk_gb": 3.0
},
"total_params_M": 601.134721,
"components": {
"feedforward": {
"params": 302014464,
"params_M": 302.014464,
"pct": 50.24072865024212,
"tensors": 96,
"avg_std": 0.015305,
"avg_sparsity": 0.0,
"avg_norm": 38.8077
},
"embeddings": {
"params": 131930112,
"params_M": 131.930112,
"pct": 21.94684608810011,
"tensors": 9,
"avg_std": 0.032689,
"avg_sparsity": 0.001297,
"avg_norm": 102.0778
},
"attention": {
"params": 108952705,
"params_M": 108.952705,
"pct": 18.124507068690846,
"tensors": 248,
"avg_std": 0.177187,
"avg_sparsity": 0.000118,
"avg_norm": 45.714
},
"aux_head": {
"params": 32770048,
"params_M": 32.770048,
"pct": 5.451365036024928,
"tensors": 3,
"avg_std": 0.021155,
"avg_sparsity": 0.0,
"avg_norm": 54.8849
},
"gaussian_head": {
"params": 14497971,
"params_M": 14.497971,
"pct": 2.4117673615462314,
"tensors": 28,
"avg_std": 0.02671,
"avg_sparsity": 0.151429,
"avg_norm": 11.9429
},
"plug_membranes": {
"params": 3154944,
"params_M": 3.154944,
"pct": 0.5248314379099057,
"tensors": 12,
"avg_std": 0.011197,
"avg_sparsity": 0.166667,
"avg_norm": 16.4031
},
"memory": {
"params": 2491908,
"params_M": 2.491908,
"pct": 0.4145340325467576,
"tensors": 12,
"avg_std": 0.014853,
"avg_sparsity": 0.0,
"avg_norm": 21.0367
},
"tool_cortex": {
"params": 2098241,
"params_M": 2.098241,
"pct": 0.34904671560304035,
"tensors": 6,
"avg_std": 0.017572,
"avg_sparsity": 0.0,
"avg_norm": 8.1068
},
"modulator": {
"params": 1702930,
"params_M": 1.70293,
"pct": 0.28328591587042934,
"tensors": 30,
"avg_std": 0.027381,
"avg_sparsity": 0.136364,
"avg_norm": 7.5217
},
"infrastructure": {
"params": 1049600,
"params_M": 1.0496,
"pct": 0.17460312361494754,
"tensors": 2,
"avg_std": 0.251326,
"avg_sparsity": 0.249756,
"avg_norm": 378.3161
},
"cognition": {
"params": 329220,
"params_M": 0.32922,
"pct": 0.05476642564454366,
"tensors": 6,
"avg_std": 0.029082,
"avg_sparsity": 0.0,
"avg_norm": 4.103
},
"time_engine": {
"params": 137458,
"params_M": 0.137458,
"pct": 0.022866421651927836,
"tensors": 11,
"avg_std": 0.075931,
"avg_sparsity": 0.0,
"avg_norm": 6.0218
},
"router": {
"params": 5120,
"params_M": 0.00512,
"pct": 0.0008517225542192563,
"tensors": 1,
"avg_std": 0.017936,
"avg_sparsity": 0.0,
"avg_norm": 1.2833
}
},
"per_layer": {
"0": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.2836
},
"1": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.3485
},
"2": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.3608
},
"3": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.368
},
"4": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.3372
},
"5": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.3438
},
"6": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.3081
},
"7": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.3078
},
"8": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.2412
},
"9": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.2339
},
"10": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.2545
},
"11": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.2508
},
"12": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.257
},
"13": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.2314
},
"14": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.2501
},
"15": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.2423
},
"16": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.2393
},
"17": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.2408
},
"18": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.2545
},
"19": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.2493
},
"20": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.2524
},
"21": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.2534
},
"22": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.2421
},
"23": {
"params_M": 16.88,
"attn_M": 4.29,
"ffn_M": 12.58,
"avg_weight_norm": 44.2696
}
},
"optimizer": {
"avg_momentum": 3e-06,
"max_momentum": 8e-06,
"avg_variance": 0.0
}
}