Download log.jsonl from AdaptiveChunking/ali_mem-skel_s0: direct link, hf CLI and curl.
- Browser
- Download file 270 kB
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https://huggingface.co/AdaptiveChunking/ali_mem-skel_s0/resolve/main/log.jsonl
- Command line
-
hf download hf://AdaptiveChunking/ali_mem-skel_s0/log.jsonl
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curl -L -o log.jsonl https://huggingface.co/AdaptiveChunking/ali_mem-skel_s0/resolve/main/log.jsonl
270 kB
| {"event": "hub", "repo": "AdaptiveChunking/ali_mem-skel_s0", "keep_steps": [0, 1, 2, 4, 6, 8, 16, 32, 64, 128, 256, 512, 1000, 1024, 2048, 3000, 4096, 6000], "t": 3.6} | |
| {"event": "start", "run": "ali_mem-skel_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": ["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": 3.6} | |
| {"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": 3.6} | |
| {"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": 5.2} | |
| {"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": 11.0316, "lr": 1e-06, "router_trainable": true, "sec_per_step": 0.012, "probe_sec": 0.0034, "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": {"skel": 0.0}, "mean_gate": {"skel": null}, "n_reads": 0, "n_cand": 4181, "read_suppressed_frac": 0.0, "dropout_reads_logged": 0, "inventory": {"size": 2501, "admitted": 2501, "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": 2501, "staged_skel": 0, "mean_count": 1.6717313528060913, "n_util_obs": 0, "util_count_spearman": NaN}, "probe_overhead_sec_total": 0.003, "probe_overhead_seq_frac": 0.0, "util_loss": 0.0, "alpha": 0.03, "t": 6.4} | |
| {"event": "probe", "step": 1, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 6300.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.362007, "cps": 49.21875, "mean_p": 0.496454, "boundary_entropy": 0.686986, "bpb": 8.131341}, "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": 8.151598}, "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": 8.191543}}, "bpb": {"en": 8.13134, "tr": 8.1516, "fi": 8.19154}, "gini_cpc": 0.107159, "gini_cps": 0.11762, "bpic": 2.788087, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.7979058719549246, "fi": 1.295063400087588}, "inventory": {"size": 2501, "admitted": 2501, "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": 2501, "staged_skel": 0, "mean_count": 1.6717313528060913, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 7.1} | |
| {"event": "probe", "step": 2, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 6177.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.354939, "cps": 48.257812, "mean_p": 0.495941, "boundary_entropy": 0.686967, "bpb": 8.067232}, "tr": {"chunks": 5130.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.283378, "cps": 40.078125, "mean_p": 0.488986, "boundary_entropy": 0.687255, "bpb": 8.107643}, "fi": {"chunks": 8681.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.461485, "cps": 67.820312, "mean_p": 0.4999, "boundary_entropy": 0.687499, "bpb": 8.135731}}, "bpb": {"en": 8.06723, "tr": 8.10764, "fi": 8.13573}, "gini_cpc": 0.107963, "gini_cps": 0.118438, "bpic": 2.838303, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.7983867715892737, "fi": 1.3001827255910245}, "inventory": {"size": 4372, "admitted": 4372, "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": 4372, "staged_skel": 0, "mean_count": 1.9675205945968628, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 9.0} | |
| {"event": "probe", "step": 4, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 5684.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.32661, "cps": 44.40625, "mean_p": 0.494085, "boundary_entropy": 0.68689, "bpb": 7.851187}, "tr": {"chunks": 4765.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.263216, "cps": 37.226562, "mean_p": 0.48759, "boundary_entropy": 0.687169, "bpb": 7.954375}, "fi": {"chunks": 8088.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.429961, "cps": 63.1875, "mean_p": 0.497984, "boundary_entropy": 0.687458, "bpb": 7.946167}}, "bpb": {"en": 7.85119, "tr": 7.95438, "fi": 7.94617}, "gini_cpc": 0.109006, "gini_cps": 0.119509, "bpic": 3.060474, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.8059023171924606, "fi": 1.3164346657934547}, "inventory": {"size": 8071, "admitted": 8071, "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": 8071, "staged_skel": 0, "mean_count": 2.1132450103759766, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 11.0} | |
| {"event": "probe", "step": 6, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 5030.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.289031, "cps": 39.296875, "mean_p": 0.491499, "boundary_entropy": 0.686759, "bpb": 7.564359}, "tr": {"chunks": 4229.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.233608, "cps": 33.039062, "mean_p": 0.485659, "boundary_entropy": 0.687037, "bpb": 7.739806}, "fi": {"chunks": 7265.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.38621, "cps": 56.757812, "mean_p": 0.495251, "boundary_entropy": 0.687375, "bpb": 7.687204}}, "bpb": {"en": 7.56436, "tr": 7.73981, "fi": 7.6872}, "gini_cpc": 0.111938, "gini_cps": 0.122489, "bpic": 3.433309, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.8082454507886119, "fi": 1.3362258536389975}, "inventory": {"size": 11659, "admitted": 11659, "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": 11659, "staged_skel": 0, "mean_count": 2.1088428497314453, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 12.6} | |
| {"event": "probe", "step": 8, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 4411.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.253462, "cps": 34.460938, "mean_p": 0.488955, "boundary_entropy": 0.686607, "bpb": 7.288457}, "tr": {"chunks": 3808.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.210352, "cps": 29.75, "mean_p": 0.483802, "boundary_entropy": 0.686896, "bpb": 7.525245}, "fi": {"chunks": 6403.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.340386, "cps": 50.023438, "mean_p": 0.492305, "boundary_entropy": 0.687255, "bpb": 7.436075}}, "bpb": {"en": 7.28846, "tr": 7.52525, "fi": 7.43608}, "gini_cpc": 0.107796, "gini_cps": 0.118315, "bpic": 3.879907, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.8299146876522694, "fi": 1.3429464045098423}, "inventory": {"size": 15162, "admitted": 15162, "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": 15162, "staged_skel": 0, "mean_count": 2.06219482421875, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 15.0} | |
| {"event": "probe", "step": 16, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 4509.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.259093, "cps": 35.226562, "mean_p": 0.491279, "boundary_entropy": 0.686941, "bpb": 6.660485}, "tr": {"chunks": 4634.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.25598, "cps": 36.203125, "mean_p": 0.488632, "boundary_entropy": 0.687366, "bpb": 6.978171}, "fi": {"chunks": 5659.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.300835, "cps": 44.210938, "mean_p": 0.491376, "boundary_entropy": 0.687415, "bpb": 6.839534}}, "bpb": {"en": 6.66048, "tr": 6.97817, "fi": 6.83953}, "gini_cpc": 0.03665, "gini_cps": 0.051795, "bpic": 3.832725, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9879827522035235, "fi": 1.161105535106669}, "inventory": {"size": 28371, "admitted": 28371, "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": 28371, "staged_skel": 0, "mean_count": 1.8489302396774292, "n_util_obs": 3, "util_count_spearman": -0.5}, "t": 19.4} | |
| {"event": "probe", "step": 32, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 3926.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.225593, "cps": 30.671875, "mean_p": 0.494328, "boundary_entropy": 0.687539, "bpb": 6.307007}, "tr": {"chunks": 3966.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.21908, "cps": 30.984375, "mean_p": 0.491602, "boundary_entropy": 0.687941, "bpb": 6.636179}, "fi": {"chunks": 4164.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.22136, "cps": 32.53125, "mean_p": 0.492522, "boundary_entropy": 0.687979, "bpb": 6.431252}}, "bpb": {"en": 6.30701, "tr": 6.63618, "fi": 6.43125}, "gini_cpc": 0.00652, "gini_cps": 0.013161, "bpic": 4.705707, "worst_lang": "en", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9711268982726313, "fi": 0.9812341674873849}, "inventory": {"size": 52915, "admitted": 52915, "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": 52915, "staged_skel": 0, "mean_count": 1.8330150842666626, "n_util_obs": 4, "util_count_spearman": 0.0}, "t": 24.3} | |
| {"event": "consolidate", "step": 50, "retired": 0, "split_retired": 0, "merge_admitted": 0, "admitted": 0, "swapped": 0, "uncertain_staged": 0, "t": 29.2} | |
| {"event": "train", "step": 50, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 4.22553, "bpb": 6.09615, "chunk_loss": 0.032403, "F": 0.20044, "G": 0.4921, "chunks": 205.25, "bytes_per_chunk": 4.989, "boundary_entropy": 0.69212, "router_noise": 0.0, "grad_norm": 2.4395, "lr": 5.1e-05, "router_trainable": true, "sec_per_step": 0.464, "probe_sec": 0.1056, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.09869, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 14, "mean_delta_loo": -0.00952, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 0, "mean_delta_split": NaN, "n_merge": 0, "mean_delta_merge": NaN, "n_dropped_unpaired": 0, "n_full": 2, "trunc_ratio_sum": 0.35876, "trunc_abs_frac": 0.35038, "mean_delta_full": -0.04321, "read_hit_rate": {"skel": 0.58396}, "mean_gate": {"skel": 0.12048}, "n_reads": 2097, "n_cand": 3591, "read_suppressed_frac": 0.0944, "dropout_reads_logged": 2097, "inventory": {"size": 65536, "admitted": 65536, "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": 65536, "staged_skel": 0, "mean_count": 2.1795654296875, "n_util_obs": 11, "util_count_spearman": -0.01818181818181818}, "probe_overhead_sec_total": 2.424, "probe_overhead_seq_frac": 0.4835, "util_loss": 0.049938, "alpha": 0.03, "t": 29.6} | |
| {"event": "probe", "step": 64, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 3880.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.22295, "cps": 30.3125, "mean_p": 0.487591, "boundary_entropy": 0.686572, "bpb": 5.623575}, "tr": {"chunks": 3673.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.202895, "cps": 28.695312, "mean_p": 0.487377, "boundary_entropy": 0.687466, "bpb": 6.010516}, "fi": {"chunks": 5116.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.271969, "cps": 39.96875, "mean_p": 0.49229, "boundary_entropy": 0.687672, "bpb": 5.817856}}, "bpb": {"en": 5.62358, "tr": 6.01052, "fi": 5.81786}, "gini_cpc": 0.065991, "gini_cps": 0.075933, "bpic": 4.478017, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9100447980655938, "fi": 1.2198629667769518}, "inventory": {"size": 65536, "admitted": 65536, "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": 65536, "staged_skel": 0, "mean_count": 2.5645599365234375, "n_util_obs": 14, "util_count_spearman": -0.11208791208791209}, "t": 33.6} | |
| {"event": "consolidate", "step": 100, "retired": 0, "split_retired": 0, "merge_admitted": 0, "admitted": 0, "swapped": 0, "uncertain_staged": 0, "t": 45.3} | |
| {"event": "train", "step": 100, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 3.20621, "bpb": 4.62558, "chunk_loss": 0.031449, "F": 0.19296, "G": 0.422, "chunks": 197.59, "bytes_per_chunk": 5.182, "boundary_entropy": 0.66654, "router_noise": 0.0, "grad_norm": 2.4704, "lr": 0.000101, "router_trainable": true, "sec_per_step": 0.322, "probe_sec": 0.0384, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.03225, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 14, "mean_delta_loo": -0.00648, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 0, "mean_delta_split": NaN, "n_merge": 0, "mean_delta_merge": NaN, "n_dropped_unpaired": 0, "n_full": 4, "trunc_ratio_sum": 0.08485, "trunc_abs_frac": 1.00576, "mean_delta_full": -0.05719, "read_hit_rate": {"skel": 0.72105}, "mean_gate": {"skel": 0.12023}, "n_reads": 3306, "n_cand": 4585, "read_suppressed_frac": 0.0959, "dropout_reads_logged": 3306, "inventory": {"size": 65536, "admitted": 65536, "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": 65536, "staged_skel": 0, "mean_count": 4.56658935546875, "n_util_obs": 23, "util_count_spearman": 0.10474308300395258}, "probe_overhead_sec_total": 5.376, "probe_overhead_seq_frac": 0.4916, "util_loss": 0.001006, "alpha": 0.03, "t": 45.7} | |
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| {"event": "phase_transition", "step": 4200, "phase": 3, "objective": "global", "router_trainable": true, "encoder_trainable": true, "frozen_router_params": 0, "t": 1487.1} | |
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