Download log.jsonl from AdaptiveChunking/ali_mem-mixed_s0: direct link, hf CLI and curl.
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https://huggingface.co/AdaptiveChunking/ali_mem-mixed_s0/resolve/main/log.jsonl
- Command line
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hf download hf://AdaptiveChunking/ali_mem-mixed_s0/log.jsonl
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curl -L -o log.jsonl https://huggingface.co/AdaptiveChunking/ali_mem-mixed_s0/resolve/main/log.jsonl
287 kB
| {"event": "hub", "repo": "AdaptiveChunking/ali_mem-mixed_s0", "keep_steps": [0, 1, 2, 4, 6, 8, 16, 32, 64, 128, 256, 512, 1000, 1024, 2048, 3000, 4096, 6000], "t": 3.4} | |
| {"event": "start", "run": "ali_mem-mixed_s0", "arch": "ali", "objective": "ratio", "condition": "A", "params": 22785088, "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", "ali_params": 268096, "ali_config": {"enabled": true, "budget_B": 65536, "staging_capacity": 262144, "policy": "frequency", "value_mode": "learned", "candidate_types": ["surface", "split", "merge", "skel"], "gate": "vector", "retrieval": true, "memory_scope": "persistent", "read_dropout": 0.1, "write_rule": "mean", "eta_min": 0.0, "consolidate_every": 50, "probe_seqs": 2, "probe_reps": 8, "horizon": 32, "predictor": "mlp", "lambda_util": 0.1, "max_span": 64, "byte_classes_path": "/local/scratch/sas245/beetle-hnet/scratch/data/byte_classes.json", "gate_hidden": 0, "type_dim": 16, "gate_bias_init": -2.0}, "t": 3.4} | |
| {"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": 3.4} | |
| {"event": "probe", "step": 0, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 6384.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.366833, "cps": 49.875, "mean_p": 0.496725, "boundary_entropy": 0.686995, "bpb": 8.160238}, "tr": {"chunks": 5290.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.292217, "cps": 41.328125, "mean_p": 0.489567, "boundary_entropy": 0.687288, "bpb": 8.171434}, "fi": {"chunks": 8895.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.472862, "cps": 69.492188, "mean_p": 0.500688, "boundary_entropy": 0.687512, "bpb": 8.214758}}, "bpb": {"en": 8.16024, "tr": 8.17143, "fi": 8.21476}, "gini_cpc": 0.106395, "gini_cps": 0.116842, "bpic": 2.758131, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.7965927738475616, "fi": 1.2890367847879758}, "inventory": {"size": 0, "admitted": 0, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 0, "admitted_surface": 0, "staged_surface": 0, "admitted_split": 0, "staged_split": 0, "admitted_merge": 0, "staged_merge": 0, "admitted_skel": 0, "staged_skel": 0, "mean_count": 0.0, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 5.9} | |
| {"event": "train", "step": 0, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 5.66332, "bpb": 8.17044, "chunk_loss": 0.038537, "F": 0.28732, "G": 0.4892, "chunks": 294.22, "bytes_per_chunk": 3.48, "boundary_entropy": 0.69137, "router_noise": 0.0, "grad_norm": 11.0314, "lr": 1e-06, "router_trainable": true, "sec_per_step": 0.022, "probe_sec": 0.0127, "probe_extra_seqs": 0, "n_rows": 0, "extra_fwd_seqs": 0, "wall_s": 0.0, "overhead_frac_est": 0.0, "chunk_mismatch": 0, "n_loo": 0, "mean_delta_loo": NaN, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 0, "mean_delta_split": NaN, "n_merge": 0, "mean_delta_merge": NaN, "read_hit_rate": {"surface": 0.0, "split": 0.0, "merge": 0.0, "skel": 0.0}, "mean_gate": {"surface": null, "split": null, "merge": null, "skel": null}, "n_reads": 0, "n_cand": 34933, "read_suppressed_frac": 0.0, "dropout_reads_logged": 0, "inventory": {"size": 16427, "admitted": 16427, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 0, "admitted_surface": 3696, "staged_surface": 0, "admitted_split": 3051, "staged_split": 0, "admitted_merge": 7179, "staged_merge": 0, "admitted_skel": 2501, "staged_skel": 0, "mean_count": 2.1265599727630615, "n_util_obs": 0, "util_count_spearman": NaN}, "probe_overhead_sec_total": 0.013, "probe_overhead_seq_frac": 0.0, "util_loss": 0.0, "alpha": 0.03, "t": 7.4} | |
| {"event": "probe", "step": 1, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 6302.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.362121, "cps": 49.234375, "mean_p": 0.496454, "boundary_entropy": 0.686986, "bpb": 8.14393}, "tr": {"chunks": 5229.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.288847, "cps": 40.851562, "mean_p": 0.489372, "boundary_entropy": 0.687277, "bpb": 8.161818}, "fi": {"chunks": 8819.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.468821, "cps": 68.898438, "mean_p": 0.500418, "boundary_entropy": 0.687508, "bpb": 8.219275}}, "bpb": {"en": 8.14393, "tr": 8.16182, "fi": 8.21928}, "gini_cpc": 0.107148, "gini_cps": 0.117609, "bpic": 2.787813, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.7976526488917842, "fi": 1.2946523993258972}, "inventory": {"size": 16427, "admitted": 16427, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 0, "admitted_surface": 3696, "staged_surface": 0, "admitted_split": 3051, "staged_split": 0, "admitted_merge": 7179, "staged_merge": 0, "admitted_skel": 2501, "staged_skel": 0, "mean_count": 2.1265599727630615, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 9.0} | |
| {"event": "probe", "step": 2, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 6202.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.356375, "cps": 48.453125, "mean_p": 0.496024, "boundary_entropy": 0.686969, "bpb": 8.081262}, "tr": {"chunks": 5154.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.284704, "cps": 40.265625, "mean_p": 0.489068, "boundary_entropy": 0.68726, "bpb": 8.119786}, "fi": {"chunks": 8704.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.462708, "cps": 68.0, "mean_p": 0.499983, "boundary_entropy": 0.6875, "bpb": 8.166307}}, "bpb": {"en": 8.08126, "tr": 8.11979, "fi": 8.16631}, "gini_cpc": 0.107511, "gini_cps": 0.117979, "bpic": 2.828116, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.7988885948286564, "fi": 1.2983726459322422}, "inventory": {"size": 30107, "admitted": 30107, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 3, "admitted_surface": 6589, "staged_surface": 0, "admitted_split": 5121, "staged_split": 0, "admitted_merge": 14027, "staged_merge": 0, "admitted_skel": 4370, "staged_skel": 0, "mean_count": 2.4425880908966064, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 11.8} | |
| {"event": "probe", "step": 4, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 5818.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.33431, "cps": 45.453125, "mean_p": 0.494569, "boundary_entropy": 0.686905, "bpb": 7.865679}, "tr": {"chunks": 4872.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.269127, "cps": 38.0625, "mean_p": 0.48803, "boundary_entropy": 0.687198, "bpb": 7.966815}, "fi": {"chunks": 8208.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.43634, "cps": 64.125, "mean_p": 0.498414, "boundary_entropy": 0.687465, "bpb": 7.97658}}, "bpb": {"en": 7.86568, "tr": 7.96682, "fi": 7.97658}, "gini_cpc": 0.107211, "gini_cps": 0.117684, "bpic": 3.002011, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.805020855128536, "fi": 1.3051964011241786}, "inventory": {"size": 55336, "admitted": 55336, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 8, "admitted_surface": 11946, "staged_surface": 0, "admitted_split": 9178, "staged_split": 0, "admitted_merge": 26148, "staged_merge": 0, "admitted_skel": 8064, "staged_skel": 0, "mean_count": 2.5957062244415283, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 15.1} | |
| {"event": "probe", "step": 6, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 5276.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.303166, "cps": 41.21875, "mean_p": 0.492423, "boundary_entropy": 0.686795, "bpb": 7.570366}, "tr": {"chunks": 4435.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.244987, "cps": 34.648438, "mean_p": 0.48652, "boundary_entropy": 0.687099, "bpb": 7.746204}, "fi": {"chunks": 7524.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.399979, "cps": 58.78125, "mean_p": 0.49604, "boundary_entropy": 0.687393, "bpb": 7.705515}}, "bpb": {"en": 7.57037, "tr": 7.7462, "fi": 7.70551}, "gini_cpc": 0.10898, "gini_cps": 0.119486, "bpic": 3.291674, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.8080949747709771, "fi": 1.3193385026400237}, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 12, "admitted_surface": 14235, "staged_surface": 0, "admitted_split": 11435, "staged_split": 0, "admitted_merge": 29989, "staged_merge": 0, "admitted_skel": 9877, "staged_skel": 0, "mean_count": 2.8911285400390625, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 19.8} | |
| {"event": "probe", "step": 8, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 4749.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.272884, "cps": 37.101562, "mean_p": 0.490163, "boundary_entropy": 0.686659, "bpb": 7.289205}, "tr": {"chunks": 4068.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.224714, "cps": 31.78125, "mean_p": 0.484947, "boundary_entropy": 0.686986, "bpb": 7.524973}, "fi": {"chunks": 6691.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.355696, "cps": 52.273438, "mean_p": 0.49328, "boundary_entropy": 0.687284, "bpb": 7.441564}}, "bpb": {"en": 7.28921, "tr": 7.52497, "fi": 7.44156}, "gini_cpc": 0.102334, "gini_cps": 0.112759, "bpic": 3.658241, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.823478649179823, "fi": 1.3034701708953575}, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 17, "admitted_surface": 14624, "staged_surface": 0, "admitted_split": 12667, "staged_split": 0, "admitted_merge": 27889, "staged_merge": 0, "admitted_skel": 10356, "staged_skel": 0, "mean_count": 3.3327789306640625, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 23.5} | |
| {"event": "probe", "step": 16, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 5034.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.28926, "cps": 39.328125, "mean_p": 0.492816, "boundary_entropy": 0.686969, "bpb": 6.66331}, "tr": {"chunks": 5136.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.28371, "cps": 40.125, "mean_p": 0.490318, "boundary_entropy": 0.687456, "bpb": 6.978497}, "fi": {"chunks": 6003.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.319122, "cps": 46.898438, "mean_p": 0.492125, "boundary_entropy": 0.68742, "bpb": 6.844286}}, "bpb": {"en": 6.66331, "tr": 6.9785, "fi": 6.84429}, "gini_cpc": 0.026464, "gini_cps": 0.039943, "bpic": 3.507822, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9808111009857051, "fi": 1.1032333172542708}, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 38, "admitted_surface": 15016, "staged_surface": 0, "admitted_split": 15462, "staged_split": 0, "admitted_merge": 23652, "staged_merge": 0, "admitted_skel": 11406, "staged_skel": 0, "mean_count": 4.4781494140625, "n_util_obs": 1, "util_count_spearman": NaN}, "t": 30.5} | |
| {"event": "probe", "step": 32, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 3904.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.224329, "cps": 30.5, "mean_p": 0.494068, "boundary_entropy": 0.68751, "bpb": 6.306938}, "tr": {"chunks": 3872.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.213887, "cps": 30.25, "mean_p": 0.490997, "boundary_entropy": 0.687895, "bpb": 6.636636}, "fi": {"chunks": 3956.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.210302, "cps": 30.90625, "mean_p": 0.491661, "boundary_entropy": 0.687922, "bpb": 6.430914}}, "bpb": {"en": 6.30694, "tr": 6.63664, "fi": 6.43091}, "gini_cpc": 0.014419, "gini_cps": 0.004773, "bpic": 4.835663, "worst_lang": "en", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9534526022767714, "fi": 0.9374728751314847}, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 69, "admitted_surface": 15212, "staged_surface": 0, "admitted_split": 15998, "staged_split": 0, "admitted_merge": 23223, "staged_merge": 0, "admitted_skel": 11103, "staged_skel": 0, "mean_count": 7.1539306640625, "n_util_obs": 5, "util_count_spearman": 0.3}, "t": 43.9} | |
| {"event": "consolidate", "step": 50, "retired": 0, "split_retired": 0, "merge_admitted": 0, "admitted": 0, "swapped": 0, "uncertain_staged": 0, "t": 59.9} | |
| {"event": "train", "step": 50, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 4.22565, "bpb": 6.09632, "chunk_loss": 0.034951, "F": 0.23645, "G": 0.49291, "chunks": 242.12, "bytes_per_chunk": 4.229, "boundary_entropy": 0.69213, "router_noise": 0.0, "grad_norm": 2.4404, "lr": 5.1e-05, "router_trainable": true, "sec_per_step": 1.064, "probe_sec": 0.0787, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.04685, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 8, "mean_delta_loo": 4e-05, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 1, "mean_delta_split": 0.00488, "n_merge": 2, "mean_delta_merge": 0.00522, "n_dropped_unpaired": 0, "n_full": 2, "trunc_ratio_sum": -1.20833, "trunc_abs_frac": 0.33708, "mean_delta_full": -0.01465, "read_hit_rate": {"surface": 0.67976, "split": 0.81555, "merge": 0.31854, "skel": 0.58149}, "mean_gate": {"surface": 0.1206, "split": 0.12065, "merge": 0.12046, "skel": 0.12056}, "n_reads": 18744, "n_cand": 30103, "read_suppressed_frac": 0.1003, "dropout_reads_logged": 18744, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 110, "admitted_surface": 15441, "staged_surface": 0, "admitted_split": 15422, "staged_split": 0, "admitted_merge": 23856, "staged_merge": 0, "admitted_skel": 10817, "staged_skel": 0, "mean_count": 10.98236083984375, "n_util_obs": 9, "util_count_spearman": -0.16666666666666666}, "probe_overhead_sec_total": 5.028, "probe_overhead_seq_frac": 0.4902, "util_loss": 0.085076, "alpha": 0.03, "t": 60.6} | |
| {"event": "probe", "step": 64, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 4110.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.236166, "cps": 32.109375, "mean_p": 0.487671, "boundary_entropy": 0.686496, "bpb": 5.619576}, "tr": {"chunks": 3914.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.216207, "cps": 30.578125, "mean_p": 0.48756, "boundary_entropy": 0.687437, "bpb": 6.008027}, "fi": {"chunks": 5466.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.290575, "cps": 42.703125, "mean_p": 0.492837, "boundary_entropy": 0.687649, "bpb": 5.81772}}, "bpb": {"en": 5.61958, "tr": 6.00803, "fi": 5.81772}, "gini_cpc": 0.066732, "gini_cps": 0.076699, "bpic": 4.205486, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9154878148598995, "fi": 1.2303822076460156}, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 135, "admitted_surface": 15807, "staged_surface": 0, "admitted_split": 16630, "staged_split": 0, "admitted_merge": 21751, "staged_merge": 0, "admitted_skel": 11348, "staged_skel": 0, "mean_count": 13.567550659179688, "n_util_obs": 10, "util_count_spearman": -0.7575757575757576}, "t": 74.2} | |
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| {"event": "train", "step": 100, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 3.21933, "bpb": 4.64451, "chunk_loss": 0.032288, "F": 0.20813, "G": 0.42258, "chunks": 213.12, "bytes_per_chunk": 4.805, "boundary_entropy": 0.66621, "router_noise": 0.0, "grad_norm": 4.1802, "lr": 0.000101, "router_trainable": true, "sec_per_step": 1.093, "probe_sec": 0.1044, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.0505, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 12, "mean_delta_loo": -0.0027, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 1, "mean_delta_split": -0.00732, "n_merge": 0, "mean_delta_merge": NaN, "n_dropped_unpaired": 0, "n_full": 3, "trunc_ratio_sum": 0.0669, "trunc_abs_frac": 0.14931, "mean_delta_full": 0.09823, "read_hit_rate": {"surface": 0.68002, "split": 0.86761, "merge": 0.27383, "skel": 0.66633}, "mean_gate": {"surface": 0.12038, "split": 0.12041, "merge": 0.12032, "skel": 0.12037}, "n_reads": 20148, "n_cand": 30452, "read_suppressed_frac": 0.0982, "dropout_reads_logged": 20148, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 217, "admitted_surface": 16362, "staged_surface": 0, "admitted_split": 16358, "staged_split": 0, "admitted_merge": 21125, "staged_merge": 0, "admitted_skel": 11691, "staged_skel": 0, "mean_count": 24.75445556640625, "n_util_obs": 14, "util_count_spearman": 0.14725274725274726}, "probe_overhead_sec_total": 12.21, "probe_overhead_seq_frac": 0.495, "util_loss": 0.001905, "alpha": 0.03, "t": 115.2} | |
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| {"event": "train", "step": 1400, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 1.68237, "bpb": 2.42715, "chunk_loss": 0.0313, "F": 0.24066, "G": 0.24329, "chunks": 246.44, "bytes_per_chunk": 4.155, "boundary_entropy": 0.141, "router_noise": 0.0, "grad_norm": 0.8789, "lr": 0.0002759, "router_trainable": true, "sec_per_step": 1.227, "probe_sec": 0.109, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.07351, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 10, "mean_delta_loo": -0.01128, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 1, "mean_delta_split": -0.02637, "n_merge": 1, "mean_delta_merge": -0.20071, "n_dropped_unpaired": 0, "n_full": 2, "trunc_ratio_sum": -0.03886, "trunc_abs_frac": 1.74412, "mean_delta_full": -0.1665, "read_hit_rate": {"surface": 0.69175, "split": 0.88245, "merge": 0.2539, "skel": 0.68747}, "mean_gate": {"surface": 0.23282, "split": 0.16356, "merge": 0.20522, "skel": 0.18886}, "n_reads": 22886, "n_cand": 34425, "read_suppressed_frac": 0.1015, "dropout_reads_logged": 22886, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 2047, "admitted_surface": 16973, "staged_surface": 0, "admitted_split": 16635, "staged_split": 0, "admitted_merge": 20117, "staged_merge": 0, "admitted_skel": 11811, "staged_skel": 0, "mean_count": 452.4359436035156, "n_util_obs": 212, "util_count_spearman": 0.1453438506384817}, "probe_overhead_sec_total": 183.074, "probe_overhead_seq_frac": 0.4996, "util_loss": 0.006646, "alpha": 0.03, "t": 1554.6} | |
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| {"event": "train", "step": 1450, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 1.63152, "bpb": 2.35378, "chunk_loss": 0.03124, "F": 0.23773, "G": 0.24312, "chunks": 243.44, "bytes_per_chunk": 4.206, "boundary_entropy": 0.14135, "router_noise": 0.0, "grad_norm": 0.7872, "lr": 0.0002738, "router_trainable": true, "sec_per_step": 1.329, "probe_sec": 0.1114, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.06125, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 8, "mean_delta_loo": -0.10613, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 1, "mean_delta_split": -0.13, "n_merge": 2, "mean_delta_merge": 0.29236, "n_dropped_unpaired": 0, "n_full": 4, "trunc_ratio_sum": 5.98025, "trunc_abs_frac": 1.54756, "mean_delta_full": 0.017, "read_hit_rate": {"surface": 0.68355, "split": 0.87898, "merge": 0.24929, "skel": 0.68664}, "mean_gate": {"surface": 0.228, "split": 0.15662, "merge": 0.20146, "skel": 0.18195}, "n_reads": 22642, "n_cand": 34239, "read_suppressed_frac": 0.0995, "dropout_reads_logged": 22642, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 2104, "admitted_surface": 16973, "staged_surface": 0, "admitted_split": 16675, "staged_split": 0, "admitted_merge": 20094, "staged_merge": 0, "admitted_skel": 11794, "staged_skel": 0, "mean_count": 469.8567810058594, "n_util_obs": 220, "util_count_spearman": 0.10043671075097345}, "probe_overhead_sec_total": 190.618, "probe_overhead_seq_frac": 0.4997, "util_loss": 0.006522, "alpha": 0.03, "t": 1621.0} | |
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| {"event": "train", "step": 1800, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 1.51444, "bpb": 2.18487, "chunk_loss": 0.031045, "F": 0.23386, "G": 0.23201, "chunks": 239.47, "bytes_per_chunk": 4.276, "boundary_entropy": 0.12409, "router_noise": 0.0, "grad_norm": 0.7626, "lr": 0.0002564, "router_trainable": true, "sec_per_step": 1.327, "probe_sec": 0.1523, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.12282, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 8, "mean_delta_loo": -0.06507, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 1, "mean_delta_split": -0.04108, "n_merge": 2, "mean_delta_merge": 0.11325, "n_dropped_unpaired": 0, "n_full": 3, "trunc_ratio_sum": 0.37203, "trunc_abs_frac": 0.9116, "mean_delta_full": 0.15438, "read_hit_rate": {"surface": 0.70069, "split": 0.88686, "merge": 0.26925, "skel": 0.69147}, "mean_gate": {"surface": 0.23456, "split": 0.14627, "merge": 0.20412, "skel": 0.18564}, "n_reads": 22767, "n_cand": 33800, "read_suppressed_frac": 0.1026, "dropout_reads_logged": 22767, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 2463, "admitted_surface": 16911, "staged_surface": 0, "admitted_split": 16704, "staged_split": 0, "admitted_merge": 20028, "staged_merge": 0, "admitted_skel": 11893, "staged_skel": 0, "mean_count": 590.6304321289062, "n_util_obs": 270, "util_count_spearman": 0.07759929643906105}, "probe_overhead_sec_total": 234.416, "probe_overhead_seq_frac": 0.4997, "util_loss": 0.007038, "alpha": 0.03, "t": 1990.4} | |
| {"event": "consolidate", "step": 1850, "retired": 0, "split_retired": 0, "merge_admitted": 0, "admitted": 0, "swapped": 0, "uncertain_staged": 0, "t": 2029.2} | |
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| {"event": "phase_transition", "step": 2400, "phase": 2, "objective": "global", "router_trainable": true, "encoder_trainable": true, "frozen_router_params": 0, "t": 2621.9} | |
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| {"event": "train", "step": 2850, "arch": "ali", "phase": 2, "objective": "global", "lm_loss": 1.53677, "bpb": 2.21709, "chunk_loss": 0.031049, "F": 0.22986, "G": 0.23176, "chunks": 235.38, "bytes_per_chunk": 4.351, "boundary_entropy": 0.0847, "router_noise": 0.0, "grad_norm": 0.6888, "lr": 0.0001872, "router_trainable": true, "sec_per_step": 1.027, "probe_sec": 0.0839, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.0554, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 12, "mean_delta_loo": 0.00287, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 1, "mean_delta_split": -0.31439, "n_merge": 0, "mean_delta_merge": NaN, "n_dropped_unpaired": 0, "n_full": 2, "trunc_ratio_sum": 0.07368, "trunc_abs_frac": 2.57982, "mean_delta_full": 0.22449, "read_hit_rate": {"surface": 0.66067, "split": 0.86794, "merge": 0.23005, "skel": 0.65907}, "mean_gate": {"surface": 0.20652, "split": 0.10644, "merge": 0.18068, "skel": 0.15561}, "n_reads": 21380, "n_cand": 33244, "read_suppressed_frac": 0.1023, "dropout_reads_logged": 21380, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 3364, "admitted_surface": 16895, "staged_surface": 0, "admitted_split": 16856, "staged_split": 0, "admitted_merge": 19896, "staged_merge": 0, "admitted_skel": 11889, "staged_skel": 0, "mean_count": 928.78662109375, "n_util_obs": 427, "util_count_spearman": 0.08054763389591417}, "probe_overhead_sec_total": 359.273, "probe_overhead_seq_frac": 0.4998, "util_loss": 0.009194, "alpha": 0.03, "t": 3066.3} | |
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| {"event": "train", "step": 3200, "arch": "ali", "phase": 2, "objective": "global", "lm_loss": 1.41399, "bpb": 2.03996, "chunk_loss": 0.031019, "F": 0.23126, "G": 0.23044, "chunks": 236.81, "bytes_per_chunk": 4.324, "boundary_entropy": 0.07993, "router_noise": 0.0, "grad_norm": 0.6397, "lr": 0.0001613, "router_trainable": true, "sec_per_step": 1.428, "probe_sec": 0.1106, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.06543, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 10, "mean_delta_loo": 0.03433, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 1, "mean_delta_split": -0.14746, "n_merge": 1, "mean_delta_merge": 0.46225, "n_dropped_unpaired": 0, "n_full": 6, "trunc_ratio_sum": -0.214, "trunc_abs_frac": 0.955, "mean_delta_full": 0.1427, "read_hit_rate": {"surface": 0.68195, "split": 0.87888, "merge": 0.25233, "skel": 0.6808}, "mean_gate": {"surface": 0.19863, "split": 0.09896, "merge": 0.17516, "skel": 0.15034}, "n_reads": 22125, "n_cand": 33465, "read_suppressed_frac": 0.0979, "dropout_reads_logged": 22125, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 3650, "admitted_surface": 16852, "staged_surface": 0, "admitted_split": 16869, "staged_split": 0, "admitted_merge": 19938, "staged_merge": 0, "admitted_skel": 11877, "staged_skel": 0, "mean_count": 1041.212646484375, "n_util_obs": 478, "util_count_spearman": 0.02100274421420139}, "probe_overhead_sec_total": 401.548, "probe_overhead_seq_frac": 0.4998, "util_loss": 0.00976, "alpha": 0.03, "t": 3442.6} | |
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| {"event": "train", "step": 3250, "arch": "ali", "phase": 2, "objective": "global", "lm_loss": 1.39257, "bpb": 2.00906, "chunk_loss": 0.030704, "F": 0.22089, "G": 0.22112, "chunks": 226.19, "bytes_per_chunk": 4.527, "boundary_entropy": 0.08102, "router_noise": 0.0, "grad_norm": 0.6434, "lr": 0.0001576, "router_trainable": true, "sec_per_step": 0.968, "probe_sec": 0.0945, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.06452, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 8, "mean_delta_loo": 0.07073, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 2, "mean_delta_split": 0.04379, "n_merge": 1, "mean_delta_merge": -0.00903, "n_dropped_unpaired": 0, "n_full": 5, "trunc_ratio_sum": 2.08528, "trunc_abs_frac": 0.58445, "mean_delta_full": 0.03142, "read_hit_rate": {"surface": 0.67569, "split": 0.87151, "merge": 0.2477, "skel": 0.66099}, "mean_gate": {"surface": 0.19761, "split": 0.09831, "merge": 0.1681, "skel": 0.15121}, "n_reads": 20875, "n_cand": 31983, "read_suppressed_frac": 0.1007, "dropout_reads_logged": 20875, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 3687, "admitted_surface": 16847, "staged_surface": 0, "admitted_split": 16945, "staged_split": 0, "admitted_merge": 19811, "staged_merge": 0, "admitted_skel": 11933, "staged_skel": 0, "mean_count": 1057.3201904296875, "n_util_obs": 484, "util_count_spearman": 0.030414302701495564}, "probe_overhead_sec_total": 407.56, "probe_overhead_seq_frac": 0.4998, "util_loss": 0.009671, "alpha": 0.03, "t": 3491.0} | |
| {"event": "consolidate", "step": 3300, "retired": 0, "split_retired": 0, "merge_admitted": 0, "admitted": 0, "swapped": 0, "uncertain_staged": 0, "t": 3530.0} | |
| {"event": "train", "step": 3300, "arch": "ali", "phase": 2, "objective": "global", "lm_loss": 1.43078, "bpb": 2.06418, "chunk_loss": 0.030922, "F": 0.22882, "G": 0.22811, "chunks": 234.31, "bytes_per_chunk": 4.37, "boundary_entropy": 0.08172, "router_noise": 0.0, "grad_norm": 0.6517, "lr": 0.0001539, "router_trainable": true, "sec_per_step": 0.793, "probe_sec": 0.1326, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.10642, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 10, "mean_delta_loo": 0.08955, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 1, "mean_delta_split": 0.08337, "n_merge": 1, "mean_delta_merge": 0.02032, "n_dropped_unpaired": 0, "n_full": 3, "trunc_ratio_sum": -0.16757, "trunc_abs_frac": 0.59537, "mean_delta_full": -0.17179, "read_hit_rate": {"surface": 0.67305, "split": 0.87633, "merge": 0.24697, "skel": 0.67516}, "mean_gate": {"surface": 0.193, "split": 0.09582, "merge": 0.16813, "skel": 0.1479}, "n_reads": 21786, "n_cand": 33211, "read_suppressed_frac": 0.097, "dropout_reads_logged": 21786, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 3728, "admitted_surface": 16859, "staged_surface": 0, "admitted_split": 16861, "staged_split": 0, "admitted_merge": 19903, "staged_merge": 0, "admitted_skel": 11913, "staged_skel": 0, "mean_count": 1073.39697265625, "n_util_obs": 493, "util_count_spearman": 0.03826650119212426}, "probe_overhead_sec_total": 413.225, "probe_overhead_seq_frac": 0.4998, "util_loss": 0.008572, "alpha": 0.03, "t": 3530.7} | |
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| {"event": "phase_transition", "step": 4200, "phase": 3, "objective": "global", "router_trainable": true, "encoder_trainable": true, "frozen_router_params": 0, "t": 4428.0} | |
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| {"event": "train", "step": 5050, "arch": "ali", "phase": 3, "objective": "global", "lm_loss": 1.33066, "bpb": 1.91974, "chunk_loss": 0.030817, "F": 0.22531, "G": 0.22252, "chunks": 230.72, "bytes_per_chunk": 4.438, "boundary_entropy": 0.07351, "router_noise": 0.0, "grad_norm": 0.647, "lr": 4.81e-05, "router_trainable": true, "sec_per_step": 1.162, "probe_sec": 0.101, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.06435, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 8, "mean_delta_loo": -0.00329, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 1, "mean_delta_split": 0.02252, "n_merge": 2, "mean_delta_merge": -0.1319, "n_dropped_unpaired": 0, "n_full": 3, "trunc_ratio_sum": 0.12776, "trunc_abs_frac": 1.3638, "mean_delta_full": 0.13253, "read_hit_rate": {"surface": 0.67746, "split": 0.86769, "merge": 0.25905, "skel": 0.66204}, "mean_gate": {"surface": 0.16687, "split": 0.07566, "merge": 0.14284, "skel": 0.13029}, "n_reads": 21157, "n_cand": 32393, "read_suppressed_frac": 0.1032, "dropout_reads_logged": 21157, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 4951, "admitted_surface": 16828, "staged_surface": 0, "admitted_split": 17000, "staged_split": 0, "admitted_merge": 19815, "staged_merge": 0, "admitted_skel": 11893, "staged_skel": 0, "mean_count": 1634.858154296875, "n_util_obs": 748, "util_count_spearman": 0.020697599744739077}, "probe_overhead_sec_total": 617.991, "probe_overhead_seq_frac": 0.4999, "util_loss": 0.008594, "alpha": 0.03, "t": 5288.4} | |
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| {"event": "train", "step": 5100, "arch": "ali", "phase": 3, "objective": "global", "lm_loss": 1.29801, "bpb": 1.87264, "chunk_loss": 0.030582, "F": 0.2157, "G": 0.21321, "chunks": 220.88, "bytes_per_chunk": 4.636, "boundary_entropy": 0.07071, "router_noise": 0.0, "grad_norm": 0.6723, "lr": 4.63e-05, "router_trainable": true, "sec_per_step": 1.264, "probe_sec": 0.285, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.16784, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 8, "mean_delta_loo": -0.00459, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 2, "mean_delta_split": 0.03995, "n_merge": 1, "mean_delta_merge": -0.14737, "n_dropped_unpaired": 0, "n_full": 1, "trunc_ratio_sum": 0.21359, "trunc_abs_frac": 0.21359, "mean_delta_full": -0.13831, "read_hit_rate": {"surface": 0.66359, "split": 0.86384, "merge": 0.24186, "skel": 0.64965}, "mean_gate": {"surface": 0.16433, "split": 0.07325, "merge": 0.14189, "skel": 0.12527}, "n_reads": 19994, "n_cand": 31102, "read_suppressed_frac": 0.1015, "dropout_reads_logged": 19994, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 4981, "admitted_surface": 16833, "staged_surface": 0, "admitted_split": 16995, "staged_split": 0, "admitted_merge": 19787, "staged_merge": 0, "admitted_skel": 11921, "staged_skel": 0, "mean_count": 1650.712158203125, "n_util_obs": 753, "util_count_spearman": 0.019528495294978323}, "probe_overhead_sec_total": 624.743, "probe_overhead_seq_frac": 0.4999, "util_loss": 0.009146, "alpha": 0.03, "t": 5351.6} | |
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| {"event": "train", "step": 5450, "arch": "ali", "phase": 3, "objective": "global", "lm_loss": 1.28895, "bpb": 1.85956, "chunk_loss": 0.030799, "F": 0.22562, "G": 0.22394, "chunks": 231.03, "bytes_per_chunk": 4.432, "boundary_entropy": 0.06874, "router_noise": 0.0, "grad_norm": 0.6508, "lr": 3.62e-05, "router_trainable": true, "sec_per_step": 1.016, "probe_sec": 0.0928, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.06449, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 12, "mean_delta_loo": -0.00215, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 1, "mean_delta_split": 0.11646, "n_merge": 0, "mean_delta_merge": NaN, "n_dropped_unpaired": 0, "n_full": 5, "trunc_ratio_sum": -1.17602, "trunc_abs_frac": 0.19432, "mean_delta_full": -0.0198, "read_hit_rate": {"surface": 0.67708, "split": 0.88116, "merge": 0.23932, "skel": 0.68401}, "mean_gate": {"surface": 0.16074, "split": 0.07, "merge": 0.14055, "skel": 0.12244}, "n_reads": 21663, "n_cand": 32862, "read_suppressed_frac": 0.0991, "dropout_reads_logged": 21663, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 5207, "admitted_surface": 16846, "staged_surface": 0, "admitted_split": 16872, "staged_split": 0, "admitted_merge": 20041, "staged_merge": 0, "admitted_skel": 11777, "staged_skel": 0, "mean_count": 1762.2611083984375, "n_util_obs": 801, "util_count_spearman": 0.02836664224698836}, "probe_overhead_sec_total": 668.88, "probe_overhead_seq_frac": 0.4999, "util_loss": 0.009724, "alpha": 0.03, "t": 5712.3} | |
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