Download log.jsonl from AdaptiveChunking/ali_mem-random_s2: direct link, hf CLI and curl.
- Browser
- Download file 271 kB
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https://huggingface.co/AdaptiveChunking/ali_mem-random_s2/resolve/main/log.jsonl
- Command line
-
hf download hf://AdaptiveChunking/ali_mem-random_s2/log.jsonl
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curl -L -o log.jsonl https://huggingface.co/AdaptiveChunking/ali_mem-random_s2/resolve/main/log.jsonl
271 kB
| {"event": "hub", "repo": "AdaptiveChunking/ali_mem-random_s2", "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-random_s2", "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": "random", "value_mode": "learned", "candidate_types": ["surface"], "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": 10933.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.628225, "cps": 85.414062, "mean_p": 0.513249, "boundary_entropy": 0.686295, "bpb": 8.12598}, "tr": {"chunks": 8187.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.452245, "cps": 63.960938, "mean_p": 0.498002, "boundary_entropy": 0.686826, "bpb": 8.097536}, "fi": {"chunks": 13540.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.719792, "cps": 105.78125, "mean_p": 0.517169, "boundary_entropy": 0.686661, "bpb": 8.065117}}, "bpb": {"en": 8.12598, "tr": 8.09754, "fi": 8.06512}, "gini_cpc": 0.099077, "gini_cps": 0.109267, "bpic": 1.737048, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.7198781817505053, "fi": 1.1457544508645294}, "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": 5.6} | |
| {"event": "train", "step": 0, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 5.62735, "bpb": 8.11854, "chunk_loss": 0.062086, "F": 0.59833, "G": 0.50836, "chunks": 612.69, "bytes_per_chunk": 1.671, "boundary_entropy": 0.69105, "router_noise": 0.0, "grad_norm": 11.4934, "lr": 1e-06, "router_trainable": true, "sec_per_step": 0.019, "probe_sec": 0.0191, "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}, "mean_gate": {"surface": null}, "n_reads": 0, "n_cand": 19574, "read_suppressed_frac": 0.0, "dropout_reads_logged": 0, "inventory": {"size": 2006, "admitted": 2006, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 0, "admitted_surface": 2006, "staged_surface": 0, "admitted_split": 0, "staged_split": 0, "admitted_merge": 0, "staged_merge": 0, "admitted_skel": 0, "staged_skel": 0, "mean_count": 9.757726669311523, "n_util_obs": 0, "util_count_spearman": NaN}, "probe_overhead_sec_total": 0.019, "probe_overhead_seq_frac": 0.0, "util_loss": -0.0, "alpha": 0.03, "t": 6.9} | |
| {"event": "probe", "step": 1, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 10907.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.626731, "cps": 85.210938, "mean_p": 0.513143, "boundary_entropy": 0.686304, "bpb": 8.105516}, "tr": {"chunks": 8204.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.453185, "cps": 64.09375, "mean_p": 0.498082, "boundary_entropy": 0.686828, "bpb": 8.082919}, "fi": {"chunks": 13505.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.717931, "cps": 105.507812, "mean_p": 0.517039, "boundary_entropy": 0.686672, "bpb": 8.064982}}, "bpb": {"en": 8.10552, "tr": 8.08292, "fi": 8.06498}, "gini_cpc": 0.098172, "gini_cps": 0.108352, "bpic": 1.739392, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.7230925837964345, "fi": 1.1455169299595527}, "inventory": {"size": 2006, "admitted": 2006, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 0, "admitted_surface": 2006, "staged_surface": 0, "admitted_split": 0, "staged_split": 0, "admitted_merge": 0, "staged_merge": 0, "admitted_skel": 0, "staged_skel": 0, "mean_count": 9.757726669311523, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 7.8} | |
| {"event": "probe", "step": 2, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 10881.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.625237, "cps": 85.007812, "mean_p": 0.51299, "boundary_entropy": 0.686317, "bpb": 8.043342}, "tr": {"chunks": 8249.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.45567, "cps": 64.445312, "mean_p": 0.498258, "boundary_entropy": 0.686832, "bpb": 8.039123}, "fi": {"chunks": 13468.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.715964, "cps": 105.21875, "mean_p": 0.516808, "boundary_entropy": 0.686691, "bpb": 8.006897}}, "bpb": {"en": 8.04334, "tr": 8.03912, "fi": 8.0069}, "gini_cpc": 0.096573, "gini_cps": 0.106735, "bpic": 1.740352, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.7287961371547589, "fi": 1.1451082252072065}, "inventory": {"size": 3536, "admitted": 3536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 0, "admitted_surface": 3536, "staged_surface": 0, "admitted_split": 0, "staged_split": 0, "admitted_merge": 0, "staged_merge": 0, "admitted_skel": 0, "staged_skel": 0, "mean_count": 10.45418643951416, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 9.6} | |
| {"event": "probe", "step": 4, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 10720.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.615986, "cps": 83.75, "mean_p": 0.512136, "boundary_entropy": 0.686378, "bpb": 7.833662}, "tr": {"chunks": 8394.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.46368, "cps": 65.578125, "mean_p": 0.49871, "boundary_entropy": 0.686846, "bpb": 7.88636}, "fi": {"chunks": 13218.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.702674, "cps": 103.265625, "mean_p": 0.515691, "boundary_entropy": 0.686774, "bpb": 7.806576}}, "bpb": {"en": 7.83366, "tr": 7.88636, "fi": 7.80658}, "gini_cpc": 0.089393, "gini_cps": 0.099468, "bpic": 1.75467, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.7527447726566308, "fi": 1.1407308818990478}, "inventory": {"size": 5987, "admitted": 5987, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 0, "admitted_surface": 5987, "staged_surface": 0, "admitted_split": 0, "staged_split": 0, "admitted_merge": 0, "staged_merge": 0, "admitted_skel": 0, "staged_skel": 0, "mean_count": 12.38099193572998, "n_util_obs": 1, "util_count_spearman": NaN}, "t": 11.7} | |
| {"event": "probe", "step": 6, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 10342.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.594265, "cps": 80.796875, "mean_p": 0.510427, "boundary_entropy": 0.68648, "bpb": 7.554479}, "tr": {"chunks": 8523.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.470806, "cps": 66.585938, "mean_p": 0.499245, "boundary_entropy": 0.686868, "bpb": 7.679644}, "fi": {"chunks": 12730.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.676732, "cps": 99.453125, "mean_p": 0.513623, "boundary_entropy": 0.686908, "bpb": 7.546268}}, "bpb": {"en": 7.55448, "tr": 7.67964, "fi": 7.54627}, "gini_cpc": 0.078817, "gini_cps": 0.088769, "bpic": 1.795601, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.7922486791107757, "fi": 1.1387702346790944}, "inventory": {"size": 7708, "admitted": 7708, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 0, "admitted_surface": 7708, "staged_surface": 0, "admitted_split": 0, "staged_split": 0, "admitted_merge": 0, "staged_merge": 0, "admitted_skel": 0, "staged_skel": 0, "mean_count": 14.460041999816895, "n_util_obs": 1, "util_count_spearman": NaN}, "t": 14.4} | |
| {"event": "probe", "step": 8, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 9680.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.556226, "cps": 75.625, "mean_p": 0.507432, "boundary_entropy": 0.686611, "bpb": 7.299168}, "tr": {"chunks": 8649.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.477766, "cps": 67.570312, "mean_p": 0.499662, "boundary_entropy": 0.6869, "bpb": 7.478937}, "fi": {"chunks": 11842.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.629525, "cps": 92.515625, "mean_p": 0.51022, "boundary_entropy": 0.687082, "bpb": 7.311924}}, "bpb": {"en": 7.29917, "tr": 7.47894, "fi": 7.31192}, "gini_cpc": 0.060819, "gini_cps": 0.070553, "bpic": 1.880349, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.8589425329256875, "fi": 1.1317797943088515}, "inventory": {"size": 9781, "admitted": 9781, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 0, "admitted_surface": 9781, "staged_surface": 0, "admitted_split": 0, "staged_split": 0, "admitted_merge": 0, "staged_merge": 0, "admitted_skel": 0, "staged_skel": 0, "mean_count": 14.897965431213379, "n_util_obs": 2, "util_count_spearman": NaN}, "t": 16.3} | |
| {"event": "probe", "step": 16, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 3802.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.218468, "cps": 29.703125, "mean_p": 0.484743, "boundary_entropy": 0.686192, "bpb": 6.726197}, "tr": {"chunks": 7343.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.405623, "cps": 57.367188, "mean_p": 0.494694, "boundary_entropy": 0.687003, "bpb": 7.013662}, "fi": {"chunks": 4524.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.240498, "cps": 35.34375, "mean_p": 0.486317, "boundary_entropy": 0.686887, "bpb": 6.787457}}, "bpb": {"en": 6.7262, "tr": 7.01366, "fi": 6.78746}, "gini_cpc": 0.144312, "gini_cps": 0.150658, "bpic": 3.620652, "worst_lang": "tr", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.8566711298951761, "fi": 1.1008362455725662}, "inventory": {"size": 23758, "admitted": 23758, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 0, "admitted_surface": 23758, "staged_surface": 0, "admitted_split": 0, "staged_split": 0, "admitted_merge": 0, "staged_merge": 0, "admitted_skel": 0, "staged_skel": 0, "mean_count": 9.623495101928711, "n_util_obs": 4, "util_count_spearman": -0.8}, "t": 22.5} | |
| {"event": "probe", "step": 32, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 2625.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.150836, "cps": 20.507812, "mean_p": 0.486862, "boundary_entropy": 0.686959, "bpb": 6.30563}, "tr": {"chunks": 4617.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.255041, "cps": 36.070312, "mean_p": 0.490024, "boundary_entropy": 0.687549, "bpb": 6.652271}, "fi": {"chunks": 1358.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.072192, "cps": 10.609375, "mean_p": 0.479003, "boundary_entropy": 0.686932, "bpb": 6.422055}}, "bpb": {"en": 6.30563, "tr": 6.65227, "fi": 6.42205}, "gini_cpc": 0.254983, "gini_cps": 0.252636, "bpic": 6.596744, "worst_lang": "tr", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.690846315922381, "fi": 0.47861102546382434}, "inventory": {"size": 50409, "admitted": 50409, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 0, "admitted_surface": 50409, "staged_surface": 0, "admitted_split": 0, "staged_split": 0, "admitted_merge": 0, "staged_merge": 0, "admitted_skel": 0, "staged_skel": 0, "mean_count": 6.429645538330078, "n_util_obs": 8, "util_count_spearman": 0.023809523809523808}, "t": 31.3} | |
| {"event": "consolidate", "step": 50, "retired": 0, "split_retired": 0, "merge_admitted": 0, "admitted": 0, "swapped": 0, "uncertain_staged": 0, "t": 37.5} | |
| {"event": "train", "step": 50, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 4.21302, "bpb": 6.07811, "chunk_loss": 0.034335, "F": 0.2276, "G": 0.48862, "chunks": 233.06, "bytes_per_chunk": 4.394, "boundary_entropy": 0.69161, "router_noise": 0.0, "grad_norm": 2.4797, "lr": 5.1e-05, "router_trainable": true, "sec_per_step": 0.62, "probe_sec": 0.0382, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.03179, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 14, "mean_delta_loo": -0.00614, "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": 3, "trunc_ratio_sum": 0.31027, "trunc_abs_frac": 0.85292, "mean_delta_full": -0.01823, "read_hit_rate": {"surface": 0.69483}, "mean_gate": {"surface": 0.11916}, "n_reads": 5157, "n_cand": 7422, "read_suppressed_frac": 0.103, "dropout_reads_logged": 5157, "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": 65536, "staged_surface": 0, "admitted_split": 0, "staged_split": 0, "admitted_merge": 0, "staged_merge": 0, "admitted_skel": 0, "staged_skel": 0, "mean_count": 5.810028076171875, "n_util_obs": 11, "util_count_spearman": 0.045454545454545456}, "probe_overhead_sec_total": 2.629, "probe_overhead_seq_frac": 0.4828, "util_loss": 0.044625, "alpha": 0.03, "t": 37.9} | |
| {"event": "probe", "step": 64, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 4917.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.282537, "cps": 38.414062, "mean_p": 0.485914, "boundary_entropy": 0.685574, "bpb": 5.552488}, "tr": {"chunks": 5557.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.306966, "cps": 43.414062, "mean_p": 0.487152, "boundary_entropy": 0.686519, "bpb": 5.954932}, "fi": {"chunks": 4780.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.254107, "cps": 37.34375, "mean_p": 0.48427, "boundary_entropy": 0.686341, "bpb": 5.718211}}, "bpb": {"en": 5.55249, "tr": 5.95493, "fi": 5.71821}, "gini_cpc": 0.041772, "gini_cps": 0.033958, "bpic": 3.719156, "worst_lang": "tr", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.086460039169127, "fi": 0.8993731647869113}, "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": 65536, "staged_surface": 0, "admitted_split": 0, "staged_split": 0, "admitted_merge": 0, "staged_merge": 0, "admitted_skel": 0, "staged_skel": 0, "mean_count": 6.15966796875, "n_util_obs": 11, "util_count_spearman": -0.09090909090909091}, "t": 43.0} | |
| {"event": "consolidate", "step": 100, "retired": 0, "split_retired": 0, "merge_admitted": 0, "admitted": 0, "swapped": 0, "uncertain_staged": 0, "t": 57.3} | |
| {"event": "train", "step": 100, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 3.24952, "bpb": 4.68806, "chunk_loss": 0.029547, "F": 0.15915, "G": 0.45276, "chunks": 162.97, "bytes_per_chunk": 6.283, "boundary_entropy": 0.6821, "router_noise": 0.0, "grad_norm": 1.4846, "lr": 0.000101, "router_trainable": true, "sec_per_step": 0.399, "probe_sec": 0.2699, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.24187, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 14, "mean_delta_loo": -0.00362, "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": -0.0, "trunc_abs_frac": 2.96363, "mean_delta_full": -0.03174, "read_hit_rate": {"surface": 0.54816}, "mean_gate": {"surface": 0.11946}, "n_reads": 2840, "n_cand": 5181, "read_suppressed_frac": 0.1011, "dropout_reads_logged": 2840, "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": 65536, "staged_surface": 0, "admitted_split": 0, "staged_split": 0, "admitted_merge": 0, "staged_merge": 0, "admitted_skel": 0, "staged_skel": 0, "mean_count": 6.82940673828125, "n_util_obs": 15, "util_count_spearman": -0.2}, "probe_overhead_sec_total": 5.789, "probe_overhead_seq_frac": 0.4913, "util_loss": 0.000886, "alpha": 0.03, "t": 57.8} | |
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| {"event": "phase_transition", "step": 4200, "phase": 3, "objective": "global", "router_trainable": true, "encoder_trainable": true, "frozen_router_params": 0, "t": 1278.2} | |
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