Download log.jsonl from AdaptiveChunking/ali_hnet_s3: direct link, hf CLI and curl.
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https://huggingface.co/AdaptiveChunking/ali_hnet_s3/resolve/main/log.jsonl
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hf download hf://AdaptiveChunking/ali_hnet_s3/log.jsonl
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92.8 kB
| {"event": "hub", "repo": "AdaptiveChunking/ali_hnet_s3", "keep_steps": [0, 1, 2, 4, 6, 8, 16, 32, 64, 128, 256, 512, 1000, 1024, 2048, 3000, 4096, 6000], "t": 1.7} | |
| {"event": "start", "run": "ali_hnet_s3", "arch": "hnet", "objective": "ratio", "condition": "A", "params": 22516992, "langs": ["en", "tr", "fi"], "premium": {"en": 1.0, "tr": 1.12, "fi": 1.104}, "schedule": {"tau1": 0.4, "tau2": 0.7, "p1_objective": "global", "p2_objective": "global", "p3_objective": "global", "freeze_in_p3": false, "freeze_scope": "router"}, "corpus": "/local/scratch/sas245/beetle-hnet/scratch/data/tier1_corpus", "premium_kind": "flores_per_sent", "doc_filtered": {}, "weights": {"en": 0.74, "tr": 0.1536, "fi": 0.1064}, "device": "cuda", "t": 1.7} | |
| {"event": "probe_schedule", "n": 45, "steps": [0, 1, 2, 4, 6, 8, 16, 32, 64, 128, 200, 256, 400, 512, 600, 800, 1000, 1024, 1200, 1400, 1600, 1800, 2000, 2048, 2200, 2400, 2600, 2800, 3000, 3200, 3400, 3600, 3800, 4000, 4096, 4200, 4400, 4600, 4800, 5000, 5200, 5400, 5600, 5800, 6000], "t": 1.7} | |
| {"event": "probe", "step": 0, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 15894.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.913291, "cps": 124.171875, "mean_p": 0.532199, "boundary_entropy": 0.685519, "bpb": 8.014977}, "tr": {"chunks": 15976.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.882506, "cps": 124.8125, "mean_p": 0.523031, "boundary_entropy": 0.686614, "bpb": 8.046717}, "fi": {"chunks": 12092.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.642815, "cps": 94.46875, "mean_p": 0.5099, "boundary_entropy": 0.687389, "bpb": 8.01587}}, "bpb": {"en": 8.01498, "tr": 8.04672, "fi": 8.01587}, "gini_cpc": 0.073942, "gini_cps": 0.058899, "bpic": 1.290478, "worst_lang": "en", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9662920621975919, "fi": 0.7038452216831197}, "t": 3.2} | |
| {"event": "train", "step": 0, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 5.5638, "bpb": 8.02686, "chunk_loss": 0.092026, "F": 0.95703, "G": 0.52969, "chunks": 980.0, "bytes_per_chunk": 1.045, "boundary_entropy": 0.6902, "router_noise": 0.0, "grad_norm": 13.6074, "lr": 1e-06, "router_trainable": true, "sec_per_step": 0.009, "alpha": 0.03, "t": 3.7} | |
| {"event": "probe", "step": 1, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 15873.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.912084, "cps": 124.007812, "mean_p": 0.532017, "boundary_entropy": 0.685541, "bpb": 7.976205}, "tr": {"chunks": 15942.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.880628, "cps": 124.546875, "mean_p": 0.522881, "boundary_entropy": 0.686629, "bpb": 8.015666}, "fi": {"chunks": 12054.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.640795, "cps": 94.171875, "mean_p": 0.509762, "boundary_entropy": 0.687394, "bpb": 7.982759}}, "bpb": {"en": 7.97621, "tr": 8.01567, "fi": 7.98276}, "gini_cpc": 0.07432, "gini_cps": 0.059085, "bpic": 1.293214, "worst_lang": "en", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9655112918660398, "fi": 0.7025615981014418}, "t": 4.5} | |
| {"event": "probe", "step": 2, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 15836.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.909958, "cps": 123.71875, "mean_p": 0.53166, "boundary_entropy": 0.685584, "bpb": 7.902382}, "tr": {"chunks": 15887.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.877589, "cps": 124.117188, "mean_p": 0.522604, "boundary_entropy": 0.686657, "bpb": 7.954572}, "fi": {"chunks": 11990.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.637393, "cps": 93.671875, "mean_p": 0.50952, "boundary_entropy": 0.687404, "bpb": 7.918459}}, "bpb": {"en": 7.90238, "tr": 7.95457, "fi": 7.91846}, "gini_cpc": 0.074934, "gini_cps": 0.059433, "bpic": 1.297829, "worst_lang": "en", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9644283566000211, "fi": 0.7004641724720004}, "t": 6.0} | |
| {"event": "probe", "step": 4, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 15730.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.903867, "cps": 122.890625, "mean_p": 0.530351, "boundary_entropy": 0.685738, "bpb": 7.664597}, "tr": {"chunks": 15699.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.867204, "cps": 122.648438, "mean_p": 0.521526, "boundary_entropy": 0.686761, "bpb": 7.757562}, "fi": {"chunks": 11715.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.622774, "cps": 91.523438, "mean_p": 0.50861, "boundary_entropy": 0.687438, "bpb": 7.708648}}, "bpb": {"en": 7.6646, "tr": 7.75756, "fi": 7.70865}, "gini_cpc": 0.078282, "gini_cps": 0.06204, "bpic": 1.314945, "worst_lang": "en", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9594378238053571, "fi": 0.6890104473167575}, "t": 7.7} | |
| {"event": "probe", "step": 6, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 15484.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.889732, "cps": 120.96875, "mean_p": 0.528073, "boundary_entropy": 0.685989, "bpb": 7.380967}, "tr": {"chunks": 15324.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.84649, "cps": 119.71875, "mean_p": 0.51968, "boundary_entropy": 0.686928, "bpb": 7.522808}, "fi": {"chunks": 11165.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.593536, "cps": 87.226562, "mean_p": 0.506968, "boundary_entropy": 0.687493, "bpb": 7.4576}}, "bpb": {"en": 7.38097, "tr": 7.52281, "fi": 7.4576}, "gini_cpc": 0.084757, "gini_cps": 0.0686, "bpic": 1.351631, "worst_lang": "en", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9513986907462398, "fi": 0.6670951781416032}, "t": 9.1} | |
| {"event": "probe", "step": 8, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 15043.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.864391, "cps": 117.523438, "mean_p": 0.524655, "boundary_entropy": 0.686327, "bpb": 7.132232}, "tr": {"chunks": 14720.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.813125, "cps": 115.0, "mean_p": 0.516948, "boundary_entropy": 0.687145, "bpb": 7.319916}, "fi": {"chunks": 10307.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.547924, "cps": 80.523438, "mean_p": 0.504437, "boundary_entropy": 0.687558, "bpb": 7.240654}}, "bpb": {"en": 7.13223, "tr": 7.31992, "fi": 7.24065}, "gini_cpc": 0.094803, "gini_cps": 0.078795, "bpic": 1.415822, "worst_lang": "en", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9406908577080233, "fi": 0.6338843904504216}, "t": 10.6} | |
| {"event": "probe", "step": 16, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 5093.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.292651, "cps": 39.789062, "mean_p": 0.494261, "boundary_entropy": 0.687125, "bpb": 6.587553}, "tr": {"chunks": 6034.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.333315, "cps": 47.140625, "mean_p": 0.492628, "boundary_entropy": 0.687482, "bpb": 6.902386}, "fi": {"chunks": 2868.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.152464, "cps": 22.40625, "mean_p": 0.481677, "boundary_entropy": 0.686779, "bpb": 6.781008}}, "bpb": {"en": 6.58755, "tr": 6.90239, "fi": 6.78101}, "gini_cpc": 0.154885, "gini_cps": 0.150816, "bpic": 4.053733, "worst_lang": "tr", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.1389514148585738, "fi": 0.5209759887599344}, "t": 13.2} | |
| {"event": "probe", "step": 32, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 8033.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.461587, "cps": 62.757812, "mean_p": 0.502933, "boundary_entropy": 0.687621, "bpb": 6.271697}, "tr": {"chunks": 10422.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.575706, "cps": 81.421875, "mean_p": 0.504102, "boundary_entropy": 0.688067, "bpb": 6.617762}, "fi": {"chunks": 7523.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.399926, "cps": 58.773438, "mean_p": 0.499565, "boundary_entropy": 0.688094, "bpb": 6.45839}}, "bpb": {"en": 6.2717, "tr": 6.61776, "fi": 6.45839}, "gini_cpc": 0.081537, "gini_cps": 0.074396, "bpic": 2.183848, "worst_lang": "tr", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.2472309250717635, "fi": 0.8664141403897271}, "t": 16.5} | |
| {"event": "train", "step": 50, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 4.2279, "bpb": 6.09957, "chunk_loss": 0.031698, "F": 0.19028, "G": 0.49071, "chunks": 194.84, "bytes_per_chunk": 5.255, "boundary_entropy": 0.69201, "router_noise": 0.0, "grad_norm": 2.5055, "lr": 5.1e-05, "router_trainable": true, "sec_per_step": 0.305, "alpha": 0.03, "t": 19.0} | |
| {"event": "probe", "step": 64, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 3300.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.189622, "cps": 25.78125, "mean_p": 0.485352, "boundary_entropy": 0.686548, "bpb": 5.61239}, "tr": {"chunks": 4352.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.240402, "cps": 34.0, "mean_p": 0.487794, "boundary_entropy": 0.687312, "bpb": 6.000183}, "fi": {"chunks": 4822.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.256339, "cps": 37.671875, "mean_p": 0.488608, "boundary_entropy": 0.687248, "bpb": 5.801785}}, "bpb": {"en": 5.61239, "tr": 6.00018, "fi": 5.80179}, "gini_cpc": 0.064802, "gini_cps": 0.081343, "bpic": 4.54802, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.267793484756419, "fi": 1.3518406541626997}, "t": 20.8} | |
| {"event": "train", "step": 100, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 3.33417, "bpb": 4.81019, "chunk_loss": 0.031361, "F": 0.18698, "G": 0.46884, "chunks": 191.47, "bytes_per_chunk": 5.348, "boundary_entropy": 0.68812, "router_noise": 0.0, "grad_norm": 2.8452, "lr": 0.000101, "router_trainable": true, "sec_per_step": 0.12, "alpha": 0.03, "t": 24.9} | |
| {"event": "probe", "step": 128, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 3278.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.188358, "cps": 25.609375, "mean_p": 0.430094, "boundary_entropy": 0.665394, "bpb": 4.153348}, "tr": {"chunks": 4525.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.249959, "cps": 35.351562, "mean_p": 0.435409, "boundary_entropy": 0.667279, "bpb": 4.469938}, "fi": {"chunks": 4559.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.242358, "cps": 35.617188, "mean_p": 0.43353, "boundary_entropy": 0.668596, "bpb": 4.396325}}, "bpb": {"en": 4.15335, "tr": 4.46994, "fi": 4.39632}, "gini_cpc": 0.060332, "gini_cps": 0.069083, "bpic": 4.589225, "worst_lang": "tr", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.3270375230988751, "fi": 1.2866869011287225}, "t": 28.0} | |
| {"event": "train", "step": 150, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 2.74237, "bpb": 3.95641, "chunk_loss": 0.031528, "F": 0.20074, "G": 0.37107, "chunks": 205.56, "bytes_per_chunk": 4.981, "boundary_entropy": 0.62368, "router_noise": 0.0, "grad_norm": 1.0933, "lr": 0.000151, "router_trainable": true, "sec_per_step": 0.11, "alpha": 0.03, "t": 30.5} | |
| {"event": "probe", "step": 200, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 3442.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.197782, "cps": 26.890625, "mean_p": 0.362441, "boundary_entropy": 0.550377, "bpb": 3.659763}, "tr": {"chunks": 4360.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.240844, "cps": 34.0625, "mean_p": 0.341342, "boundary_entropy": 0.539372, "bpb": 3.808937}, "fi": {"chunks": 4598.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.244431, "cps": 35.921875, "mean_p": 0.353746, "boundary_entropy": 0.553317, "bpb": 3.881982}}, "bpb": {"en": 3.65976, "tr": 3.80894, "fi": 3.88198}, "gini_cpc": 0.04553, "gini_cps": 0.062151, "bpic": 4.575161, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.2177249153698366, "fi": 1.2358630211636712}, "t": 35.9} | |
| {"event": "eval", "step": 200, "phase": 1, "bpb": {"en": 3.66332, "tr": 3.81914, "fi": 3.8805}, "bytes_per_chunk": {"en": 4.946, "tr": 4.767, "fi": 4.578}, "bpb_mean": 3.78765, "frozen_inventory": false, "t": 36.6} | |
| {"event": "train", "step": 200, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 2.59889, "bpb": 3.7494, "chunk_loss": 0.031298, "F": 0.19937, "G": 0.3507, "chunks": 204.16, "bytes_per_chunk": 5.016, "boundary_entropy": 0.54505, "router_noise": 0.0, "grad_norm": 1.522, "lr": 0.000201, "router_trainable": true, "sec_per_step": 0.131, "alpha": 0.03, "t": 37.0} | |
| {"event": "train", "step": 250, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 2.37964, "bpb": 3.43309, "chunk_loss": 0.031435, "F": 0.21967, "G": 0.2881, "chunks": 224.94, "bytes_per_chunk": 4.552, "boundary_entropy": 0.41085, "router_noise": 0.0, "grad_norm": 1.5144, "lr": 0.000251, "router_trainable": true, "sec_per_step": 0.104, "alpha": 0.03, "t": 42.2} | |
| {"event": "probe", "step": 256, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 4101.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.235649, "cps": 32.039062, "mean_p": 0.294904, "boundary_entropy": 0.376147, "bpb": 3.327818}, "tr": {"chunks": 4252.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.234878, "cps": 33.21875, "mean_p": 0.303587, "boundary_entropy": 0.433601, "bpb": 3.522469}, "fi": {"chunks": 4487.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.238531, "cps": 35.054688, "mean_p": 0.313872, "boundary_entropy": 0.468096, "bpb": 3.671843}}, "bpb": {"en": 3.32782, "tr": 3.52247, "fi": 3.67184}, "gini_cpc": 0.003434, "gini_cps": 0.020042, "bpic": 4.41838, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9967289105367599, "fi": 1.0122284440569782}, "t": 43.2} | |
| {"event": "train", "step": 300, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 2.30237, "bpb": 3.32162, "chunk_loss": 0.031437, "F": 0.22375, "G": 0.27628, "chunks": 229.12, "bytes_per_chunk": 4.469, "boundary_entropy": 0.35535, "router_noise": 0.0, "grad_norm": 1.5157, "lr": 0.0003, "router_trainable": true, "sec_per_step": 0.116, "alpha": 0.03, "t": 48.0} | |
| {"event": "train", "step": 350, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 2.2265, "bpb": 3.21216, "chunk_loss": 0.030922, "F": 0.21234, "G": 0.2573, "chunks": 217.44, "bytes_per_chunk": 4.709, "boundary_entropy": 0.31044, "router_noise": 0.0, "grad_norm": 1.1723, "lr": 0.0002999, "router_trainable": true, "sec_per_step": 0.099, "alpha": 0.03, "t": 53.0} | |
| {"event": "probe", "step": 400, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 4025.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.231282, "cps": 31.445312, "mean_p": 0.260439, "boundary_entropy": 0.283631, "bpb": 2.887007}, "tr": {"chunks": 4257.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.235154, "cps": 33.257812, "mean_p": 0.260172, "boundary_entropy": 0.343751, "bpb": 3.200381}, "fi": {"chunks": 4545.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.241614, "cps": 35.507812, "mean_p": 0.278317, "boundary_entropy": 0.377051, "bpb": 3.370379}}, "bpb": {"en": 2.88701, "tr": 3.20038, "fi": 3.37038}, "gini_cpc": 0.009728, "gini_cps": 0.027026, "bpic": 4.422858, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.016743335152919, "fi": 1.0446726855668895}, "t": 57.8} | |
| {"event": "eval", "step": 400, "phase": 1, "bpb": {"en": 2.90046, "tr": 3.2072, "fi": 3.36285}, "bytes_per_chunk": {"en": 4.345, "tr": 5.022, "fi": 4.449}, "bpb_mean": 3.15684, "frozen_inventory": false, "t": 58.5} | |
| {"event": "train", "step": 400, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 2.15556, "bpb": 3.10982, "chunk_loss": 0.031406, "F": 0.22922, "G": 0.2625, "chunks": 234.72, "bytes_per_chunk": 4.363, "boundary_entropy": 0.30808, "router_noise": 0.0, "grad_norm": 1.0848, "lr": 0.0002998, "router_trainable": true, "sec_per_step": 0.116, "alpha": 0.03, "t": 58.8} | |
| {"event": "train", "step": 450, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 2.04737, "bpb": 2.95373, "chunk_loss": 0.031301, "F": 0.22806, "G": 0.26032, "chunks": 233.53, "bytes_per_chunk": 4.385, "boundary_entropy": 0.28132, "router_noise": 0.0, "grad_norm": 1.3169, "lr": 0.0002995, "router_trainable": true, "sec_per_step": 0.099, "alpha": 0.03, "t": 63.7} | |
| {"event": "train", "step": 500, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 1.97799, "bpb": 2.85364, "chunk_loss": 0.031378, "F": 0.23184, "G": 0.26062, "chunks": 237.41, "bytes_per_chunk": 4.313, "boundary_entropy": 0.26748, "router_noise": 0.0, "grad_norm": 1.238, "lr": 0.0002992, "router_trainable": true, "sec_per_step": 0.093, "alpha": 0.03, "t": 68.4} | |
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| {"event": "train", "step": 550, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 1.92184, "bpb": 2.77263, "chunk_loss": 0.031262, "F": 0.23135, "G": 0.25216, "chunks": 236.91, "bytes_per_chunk": 4.322, "boundary_entropy": 0.2584, "router_noise": 0.0, "grad_norm": 1.3465, "lr": 0.0002987, "router_trainable": true, "sec_per_step": 0.127, "alpha": 0.03, "t": 74.8} | |
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| {"event": "eval", "step": 600, "phase": 1, "bpb": {"en": 2.60094, "tr": 2.9495, "fi": 3.13942}, "bytes_per_chunk": {"en": 4.319, "tr": 5.033, "fi": 4.052}, "bpb_mean": 2.89662, "frozen_inventory": false, "t": 80.7} | |
| {"event": "train", "step": 600, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 1.84474, "bpb": 2.66139, "chunk_loss": 0.031218, "F": 0.22787, "G": 0.25477, "chunks": 233.34, "bytes_per_chunk": 4.388, "boundary_entropy": 0.24032, "router_noise": 0.0, "grad_norm": 1.2428, "lr": 0.0002982, "router_trainable": true, "sec_per_step": 0.125, "alpha": 0.03, "t": 81.1} | |
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| {"event": "train", "step": 700, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 1.7282, "bpb": 2.49327, "chunk_loss": 0.031114, "F": 0.22549, "G": 0.25089, "chunks": 230.91, "bytes_per_chunk": 4.435, "boundary_entropy": 0.23327, "router_noise": 0.0, "grad_norm": 1.2336, "lr": 0.0002967, "router_trainable": true, "sec_per_step": 0.088, "alpha": 0.03, "t": 90.2} | |
| {"event": "train", "step": 750, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 1.77318, "bpb": 2.55816, "chunk_loss": 0.031275, "F": 0.23111, "G": 0.25362, "chunks": 236.66, "bytes_per_chunk": 4.327, "boundary_entropy": 0.2222, "router_noise": 0.0, "grad_norm": 1.2184, "lr": 0.0002959, "router_trainable": true, "sec_per_step": 0.088, "alpha": 0.03, "t": 94.6} | |
| {"event": "probe", "step": 800, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 3858.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.221686, "cps": 30.140625, "mean_p": 0.246163, "boundary_entropy": 0.216674, "bpb": 2.421023}, "tr": {"chunks": 4175.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.230625, "cps": 32.617188, "mean_p": 0.254643, "boundary_entropy": 0.266071, "bpb": 2.771132}, "fi": {"chunks": 4890.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.259954, "cps": 38.203125, "mean_p": 0.264176, "boundary_entropy": 0.269666, "bpb": 2.979987}}, "bpb": {"en": 2.42102, "tr": 2.77113, "fi": 2.97999}, "gini_cpc": 0.035818, "gini_cps": 0.053238, "bpic": 4.390002, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.040322101910538, "fi": 1.172624253718726}, "t": 99.7} | |
| {"event": "eval", "step": 800, "phase": 1, "bpb": {"en": 2.43315, "tr": 2.78092, "fi": 2.98349}, "bytes_per_chunk": {"en": 4.491, "tr": 5.111, "fi": 4.242}, "bpb_mean": 2.73252, "frozen_inventory": false, "t": 100.4} | |
| {"event": "train", "step": 800, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 1.74816, "bpb": 2.52206, "chunk_loss": 0.030896, "F": 0.21503, "G": 0.2415, "chunks": 220.19, "bytes_per_chunk": 4.651, "boundary_entropy": 0.22312, "router_noise": 0.0, "grad_norm": 1.0451, "lr": 0.0002949, "router_trainable": true, "sec_per_step": 0.123, "alpha": 0.03, "t": 100.8} | |
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| {"event": "train", "step": 900, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 1.69697, "bpb": 2.44821, "chunk_loss": 0.031029, "F": 0.22433, "G": 0.24487, "chunks": 229.72, "bytes_per_chunk": 4.458, "boundary_entropy": 0.20983, "router_noise": 0.0, "grad_norm": 1.0383, "lr": 0.0002927, "router_trainable": true, "sec_per_step": 0.086, "alpha": 0.03, "t": 109.4} | |
| {"event": "train", "step": 950, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 1.7074, "bpb": 2.46326, "chunk_loss": 0.03095, "F": 0.21973, "G": 0.24501, "chunks": 225.0, "bytes_per_chunk": 4.551, "boundary_entropy": 0.21625, "router_noise": 0.0, "grad_norm": 1.193, "lr": 0.0002914, "router_trainable": true, "sec_per_step": 0.088, "alpha": 0.03, "t": 113.8} | |
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| {"event": "eval", "step": 1000, "phase": 1, "bpb": {"en": 2.35457, "tr": 2.67598, "fi": 2.84736}, "bytes_per_chunk": {"en": 4.499, "tr": 4.934, "fi": 4.144}, "bpb_mean": 2.62597, "frozen_inventory": false, "t": 119.1} | |
| {"event": "train", "step": 1000, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 1.72628, "bpb": 2.4905, "chunk_loss": 0.031018, "F": 0.22183, "G": 0.24557, "chunks": 227.16, "bytes_per_chunk": 4.508, "boundary_entropy": 0.21242, "router_noise": 0.0, "grad_norm": 1.1338, "lr": 0.0002901, "router_trainable": true, "sec_per_step": 0.114, "alpha": 0.03, "t": 119.5} | |
| {"event": "probe", "step": 1024, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 3891.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.223582, "cps": 30.398438, "mean_p": 0.242912, "boundary_entropy": 0.196071, "bpb": 2.320705}, "tr": {"chunks": 4211.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.232613, "cps": 32.898438, "mean_p": 0.250532, "boundary_entropy": 0.23667, "bpb": 2.621527}, "fi": {"chunks": 5070.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.269523, "cps": 39.609375, "mean_p": 0.271997, "boundary_entropy": 0.246723, "bpb": 2.8163}}, "bpb": {"en": 2.3207, "tr": 2.62153, "fi": 2.8163}, "gini_cpc": 0.042203, "gini_cps": 0.059672, "bpic": 4.307015, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.0403933782321848, "fi": 1.2054771017482797}, "t": 121.8} | |
| {"event": "train", "step": 1050, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 1.6726, "bpb": 2.41306, "chunk_loss": 0.031032, "F": 0.22195, "G": 0.24642, "chunks": 227.28, "bytes_per_chunk": 4.505, "boundary_entropy": 0.21038, "router_noise": 0.0, "grad_norm": 0.9962, "lr": 0.0002886, "router_trainable": true, "sec_per_step": 0.107, "alpha": 0.03, "t": 124.8} | |
| {"event": "train", "step": 1100, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 1.65665, "bpb": 2.39004, "chunk_loss": 0.030943, "F": 0.21814, "G": 0.24322, "chunks": 223.38, "bytes_per_chunk": 4.584, "boundary_entropy": 0.20537, "router_noise": 0.0, "grad_norm": 0.8961, "lr": 0.0002871, "router_trainable": true, "sec_per_step": 0.098, "alpha": 0.03, "t": 129.7} | |
| {"event": "train", "step": 1150, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 1.68787, "bpb": 2.43508, "chunk_loss": 0.030891, "F": 0.21643, "G": 0.24188, "chunks": 221.62, "bytes_per_chunk": 4.62, "boundary_entropy": 0.20698, "router_noise": 0.0, "grad_norm": 0.9244, "lr": 0.0002855, "router_trainable": true, "sec_per_step": 0.089, "alpha": 0.03, "t": 134.2} | |
| {"event": "probe", "step": 1200, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 3798.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.218238, "cps": 29.671875, "mean_p": 0.239548, "boundary_entropy": 0.197696, "bpb": 2.26834}, "tr": {"chunks": 4093.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.226095, "cps": 31.976562, "mean_p": 0.245328, "boundary_entropy": 0.236872, "bpb": 2.566188}, "fi": {"chunks": 4921.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.261602, "cps": 38.445312, "mean_p": 0.270808, "boundary_entropy": 0.234052, "bpb": 2.724401}}, "bpb": {"en": 2.26834, "tr": 2.56619, "fi": 2.7244}, "gini_cpc": 0.040952, "gini_cps": 0.058435, "bpic": 4.428036, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.0360014255795715, "fi": 1.1987003755575436}, "t": 138.7} | |
| {"event": "eval", "step": 1200, "phase": 1, "bpb": {"en": 2.28018, "tr": 2.5747, "fi": 2.73101}, "bytes_per_chunk": {"en": 4.569, "tr": 5.118, "fi": 4.23}, "bpb_mean": 2.52863, "frozen_inventory": false, "t": 139.2} | |
| {"event": "train", "step": 1200, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 1.64783, "bpb": 2.37732, "chunk_loss": 0.031119, "F": 0.22458, "G": 0.24588, "chunks": 229.97, "bytes_per_chunk": 4.453, "boundary_entropy": 0.20494, "router_noise": 0.0, "grad_norm": 0.8559, "lr": 0.0002837, "router_trainable": true, "sec_per_step": 0.106, "alpha": 0.03, "t": 139.5} | |
| {"event": "train", "step": 1250, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 1.64821, "bpb": 2.37786, "chunk_loss": 0.030871, "F": 0.21759, "G": 0.24113, "chunks": 222.81, "bytes_per_chunk": 4.596, "boundary_entropy": 0.19919, "router_noise": 0.0, "grad_norm": 0.8892, "lr": 0.0002819, "router_trainable": true, "sec_per_step": 0.085, "alpha": 0.03, "t": 143.7} | |
| {"event": "train", "step": 1300, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 1.59942, "bpb": 2.30748, "chunk_loss": 0.030827, "F": 0.21674, "G": 0.23819, "chunks": 221.94, "bytes_per_chunk": 4.614, "boundary_entropy": 0.19298, "router_noise": 0.0, "grad_norm": 0.7649, "lr": 0.00028, "router_trainable": true, "sec_per_step": 0.091, "alpha": 0.03, "t": 148.3} | |
| {"event": "train", "step": 1350, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 1.63563, "bpb": 2.35971, "chunk_loss": 0.031141, "F": 0.22745, "G": 0.24687, "chunks": 232.91, "bytes_per_chunk": 4.397, "boundary_entropy": 0.19147, "router_noise": 0.0, "grad_norm": 1.0073, "lr": 0.000278, "router_trainable": true, "sec_per_step": 0.091, "alpha": 0.03, "t": 152.8} | |
| {"event": "probe", "step": 1400, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 3775.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.216917, "cps": 29.492188, "mean_p": 0.234921, "boundary_entropy": 0.182118, "bpb": 2.208375}, "tr": {"chunks": 4149.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.229189, "cps": 32.414062, "mean_p": 0.243641, "boundary_entropy": 0.219082, "bpb": 2.488515}, "fi": {"chunks": 4770.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.253575, "cps": 37.265625, "mean_p": 0.266302, "boundary_entropy": 0.222549, "bpb": 2.672495}}, "bpb": {"en": 2.20837, "tr": 2.48852, "fi": 2.67249}, "gini_cpc": 0.034929, "gini_cps": 0.052256, "bpic": 4.469198, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.056574311893715, "fi": 1.1689977084705618}, "t": 157.4} | |
| {"event": "eval", "step": 1400, "phase": 1, "bpb": {"en": 2.22239, "tr": 2.49539, "fi": 2.67655}, "bytes_per_chunk": {"en": 4.583, "tr": 5.007, "fi": 4.357}, "bpb_mean": 2.46478, "frozen_inventory": false, "t": 158.0} | |
| {"event": "train", "step": 1400, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 1.61011, "bpb": 2.3229, "chunk_loss": 0.030803, "F": 0.21606, "G": 0.23589, "chunks": 221.25, "bytes_per_chunk": 4.628, "boundary_entropy": 0.18807, "router_noise": 0.0, "grad_norm": 0.7964, "lr": 0.0002759, "router_trainable": true, "sec_per_step": 0.111, "alpha": 0.03, "t": 158.4} | |
| {"event": "train", "step": 1450, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 1.61056, "bpb": 2.32354, "chunk_loss": 0.031047, "F": 0.22571, "G": 0.24593, "chunks": 231.12, "bytes_per_chunk": 4.431, "boundary_entropy": 0.18937, "router_noise": 0.0, "grad_norm": 0.7683, "lr": 0.0002738, "router_trainable": true, "sec_per_step": 0.084, "alpha": 0.03, "t": 162.6} | |
| {"event": "train", "step": 1500, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 1.60463, "bpb": 2.31499, "chunk_loss": 0.031017, "F": 0.22177, "G": 0.24122, "chunks": 227.09, "bytes_per_chunk": 4.509, "boundary_entropy": 0.18712, "router_noise": 0.0, "grad_norm": 0.8059, "lr": 0.0002715, "router_trainable": true, "sec_per_step": 0.077, "alpha": 0.03, "t": 166.5} | |
| {"event": "train", "step": 1550, "arch": "hnet", "phase": 1, "objective": "global", "lm_loss": 1.46947, "bpb": 2.12, "chunk_loss": 0.030799, "F": 0.21759, "G": 0.23588, "chunks": 222.81, "bytes_per_chunk": 4.596, "boundary_entropy": 0.18251, "router_noise": 0.0, "grad_norm": 0.7836, "lr": 0.0002692, "router_trainable": true, "sec_per_step": 0.086, "alpha": 0.03, "t": 170.8} | |
| {"event": "probe", "step": 1600, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 3831.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.220134, "cps": 29.929688, "mean_p": 0.234208, "boundary_entropy": 0.176561, "bpb": 2.173448}, "tr": {"chunks": 4193.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.231619, "cps": 32.757812, "mean_p": 0.241649, "boundary_entropy": 0.208636, "bpb": 2.43443}, "fi": {"chunks": 4731.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.251502, "cps": 36.960938, "mean_p": 0.264988, "boundary_entropy": 0.206807, "bpb": 2.610368}}, "bpb": {"en": 2.17345, "tr": 2.43443, "fi": 2.61037}, "gini_cpc": 0.029735, "gini_cps": 0.04704, "bpic": 4.447824, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.0521708827815566, "fi": 1.1424916451399023}, "t": 175.5} | |
| {"event": "eval", "step": 1600, "phase": 1, "bpb": {"en": 2.18284, "tr": 2.44148, "fi": 2.61515}, "bytes_per_chunk": {"en": 4.511, "tr": 4.945, "fi": 4.437}, "bpb_mean": 2.41316, "frozen_inventory": false, "t": 175.8} | |
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| {"event": "phase_transition", "step": 2400, "phase": 2, "objective": "global", "router_trainable": true, "encoder_trainable": true, "frozen_router_params": 0, "t": 252.1} | |
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| {"event": "eval", "step": 2600, "phase": 2, "bpb": {"en": 2.04982, "tr": 2.24621, "fi": 2.37291}, "bytes_per_chunk": {"en": 4.605, "tr": 5.693, "fi": 4.453}, "bpb_mean": 2.22298, "frozen_inventory": false, "t": 270.5} | |
| {"event": "train", "step": 2600, "arch": "hnet", "phase": 2, "objective": "global", "lm_loss": 1.41779, "bpb": 2.04544, "chunk_loss": 0.030647, "F": 0.21207, "G": 0.22164, "chunks": 217.16, "bytes_per_chunk": 4.715, "boundary_entropy": 0.1472, "router_noise": 0.0, "grad_norm": 0.6461, "lr": 0.0002053, "router_trainable": true, "sec_per_step": 0.112, "alpha": 0.03, "t": 270.9} | |
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| {"event": "eval", "step": 2800, "phase": 2, "bpb": {"en": 2.03417, "tr": 2.21751, "fi": 2.35499}, "bytes_per_chunk": {"en": 4.642, "tr": 5.739, "fi": 4.445}, "bpb_mean": 2.20222, "frozen_inventory": false, "t": 289.5} | |
| {"event": "train", "step": 2800, "arch": "hnet", "phase": 2, "objective": "global", "lm_loss": 1.46818, "bpb": 2.11813, "chunk_loss": 0.03086, "F": 0.21704, "G": 0.22762, "chunks": 222.25, "bytes_per_chunk": 4.607, "boundary_entropy": 0.14433, "router_noise": 0.0, "grad_norm": 0.7242, "lr": 0.0001909, "router_trainable": true, "sec_per_step": 0.109, "alpha": 0.03, "t": 289.8} | |
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| {"event": "eval", "step": 3600, "phase": 2, "bpb": {"en": 1.97383, "tr": 2.13301, "fi": 2.25161}, "bytes_per_chunk": {"en": 4.616, "tr": 5.745, "fi": 4.444}, "bpb_mean": 2.11948, "frozen_inventory": false, "t": 363.4} | |
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| {"event": "eval", "step": 3800, "phase": 2, "bpb": {"en": 1.96302, "tr": 2.11659, "fi": 2.23104}, "bytes_per_chunk": {"en": 4.639, "tr": 5.599, "fi": 4.407}, "bpb_mean": 2.10355, "frozen_inventory": false, "t": 381.9} | |
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| {"event": "eval", "step": 4000, "phase": 2, "bpb": {"en": 1.94841, "tr": 2.10216, "fi": 2.21474}, "bytes_per_chunk": {"en": 4.613, "tr": 5.757, "fi": 4.372}, "bpb_mean": 2.08843, "frozen_inventory": false, "t": 400.7} | |
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| {"event": "eval", "step": 5000, "phase": 3, "bpb": {"en": 1.90763, "tr": 2.03331, "fi": 2.14456}, "bytes_per_chunk": {"en": 4.799, "tr": 5.714, "fi": 4.475}, "bpb_mean": 2.0285, "frozen_inventory": false, "t": 493.3} | |
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| {"event": "probe", "step": 5200, "phase": 3, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 3458.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.198701, "cps": 27.015625, "mean_p": 0.207744, "boundary_entropy": 0.101045, "bpb": 1.888631}, "tr": {"chunks": 3564.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.196873, "cps": 27.84375, "mean_p": 0.210238, "boundary_entropy": 0.157605, "bpb": 2.017727}, "fi": {"chunks": 4698.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.249747, "cps": 36.703125, "mean_p": 0.243855, "boundary_entropy": 0.122818, "bpb": 2.125672}}, "bpb": {"en": 1.88863, "tr": 2.01773, "fi": 2.12567}, "gini_cpc": 0.054623, "gini_cps": 0.070535, "bpic": 4.840614, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9908006325988806, "fi": 1.2568986514326446}, "t": 511.0} | |
| {"event": "eval", "step": 5200, "phase": 3, "bpb": {"en": 1.90389, "tr": 2.02605, "fi": 2.13372}, "bytes_per_chunk": {"en": 4.9, "tr": 5.659, "fi": 4.468}, "bpb_mean": 2.02122, "frozen_inventory": false, "t": 511.7} | |
| {"event": "train", "step": 5200, "arch": "hnet", "phase": 3, "objective": "global", "lm_loss": 1.34784, "bpb": 1.94452, "chunk_loss": 0.030431, "F": 0.20102, "G": 0.20869, "chunks": 205.84, "bytes_per_chunk": 4.975, "boundary_entropy": 0.10335, "router_noise": 0.0, "grad_norm": 0.7118, "lr": 4.29e-05, "router_trainable": true, "sec_per_step": 0.115, "alpha": 0.03, "t": 511.9} | |
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