{ "credential_pattern_hits": [ { "identity": "stack-edu:b748eb439af75f79e930f4ecac03cb48bab2500040686ac08b9b2dcf9631c80e", "matched_bytes": 27, "pattern": 0 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation_raw/cricket_women_final_20251102_earlier.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation_raw/cricket_women_final_20251102_later.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/india_film_awards_20250923_later.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/india_science_awards_20251223_earlier.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/india_science_awards_20251223_later.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/india_water_awards_20251118_later.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/india_film_awards_20250923_earlier.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/india_water_awards_20251118_earlier.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/semicon_20250904_earlier.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/iiscifest_20251209_earlier.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/semicon_20250904_later.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/india_tradefair_20251127_later.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/india_tradefair_20251127_earlier.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/water_sports_20250825_later.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/iffi_20251201_later.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/iiscifest_20251209_later.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/water_sports_20250825_earlier.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/para_athletics_20251006_earlier.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/para_athletics_20251006_later.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/iffi_20251201_earlier.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/energy_awards_20251214_later.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/handicraft_awards_20251209_earlier.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/energy_awards_20251214_earlier.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/handicraft_awards_20251209_later.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/teachers_awards_20250905_later.html", "matched_bytes": 29, "pattern": 2 }, { "identity": "b2_core/data/recent_news_dev64_20261019/continuation64_raw/teachers_awards_20250905_earlier.html", "matched_bytes": 29, "pattern": 2 } ], "credential_pattern_review": { "pattern_hit_count": 27, "receipt": "FIVE_SOURCE_DEV64_CREDENTIAL_REVIEW.json", "sha256": "1a471b24aeb7b21f8cb3d84e5e41cec453959616a82ac5e3c79acbc6f560f89a", "status": "reviewed_public_corpus_content" }, "dev64": { "all_text_sources": 146, "article_pair_sources": 128, "background_sources": 18, "distances": [ 0, 1, 4, 8, 16 ], "evaluation_only": true, "independent_families": 64, "initial_prefix_tokens": 128, "maximum_target_tokens_per_window": 384, "membership_donor_and_distractor_order_preserved": true, "native_plan_sha256": "ab2b9abd82413a2de547a14bd0dd99587090b211c91c20599fd7e334b2522ed9", "native_target_tokens_per_distance": 53593, "original_registry_sha256": "9ea663ad70131e272522cbad8f6c0fa20bc03f41b324fe7b71d0fb8f4fbfccc2", "write_block_tokens": 512 }, "dev64_exact_text_hash_overlap_with_corpus": 0, "event_articles": 2002, "event_stream_counts": { "train": 713, "validation": 224 }, "excluded": [ "sealed FINAL text/tokens", "base-model weights", "writer weights", "optimizer or RNG state", "running B1 outputs", "authentication files" ], "excluded_holdout_documents": 3119, "excluded_holdout_event_articles": 351, "five_original_sources": [ "books", "code", "news", "papers", "web" ], "license_policy": "Third-party text retains original per-record provenance/license metadata; no blanket project code license is applied to corpus text.", "native_statistics": { "books": { "train": { "documents": 605, "independent_groups": 605, "parent_raw_tokens": 33321180, "raw_tokens": 33908754, "unused_tail_tokens": { "16": 2541586, "8": 1226770 }, "window_count": { "16": 3829, "8": 7979 }, "window_loss_tokens": { "16": 29406720, "8": 28596736 } }, "validation": { "documents": 64, "independent_groups": 64, "parent_raw_tokens": 3354042, "raw_tokens": 3413505, "unused_tail_tokens": { "16": 251393, "8": 124417 }, "window_count": { "16": 386, "8": 803 }, "window_loss_tokens": { "16": 2964480, "8": 2877952 } } }, "code": { "train": { "documents": 2882, "independent_groups": 2882, "parent_raw_tokens": 18986818, "raw_tokens": 20596041, "unused_tail_tokens": { "16": 14411081, "8": 4855113 }, "window_count": { "16": 755, "8": 3843 }, "window_loss_tokens": { "16": 5798400, "8": 13773312 } }, "validation": { "documents": 76, "independent_groups": 76, "parent_raw_tokens": 515469, "raw_tokens": 559784, "unused_tail_tokens": { "16": 379560, "8": 141992 }, "window_count": { "16": 22, "8": 102 }, "window_loss_tokens": { "16": 168960, "8": 365568 } } }, "news": { "train": { "documents": 29424, "independent_groups": 29424, "parent_raw_tokens": 48992433, "raw_tokens": 49578224, "unused_tail_tokens": { "2": 10180848, "4": 36565232 }, "window_count": { "2": 38474, "4": 6354 }, "window_loss_tokens": { "2": 19698688, "4": 9759744 } }, "validation": { "documents": 2775, "independent_groups": 2775, "parent_raw_tokens": 4680121, "raw_tokens": 4743183, "unused_tail_tokens": { "2": 949263, "4": 3411983 }, "window_count": { "2": 3705, "4": 650 }, "window_loss_tokens": { "2": 1896960, "4": 998400 } } }, "news_event": { "train": { "documents": 713, "independent_groups": 713, "parent_raw_tokens": 1873569, "raw_tokens": 1902707, "window_count": { "16": 74, "32": 6, "4": 123, "8": 510 }, "window_loss_tokens": { "16": 209278, "32": 39684, "4": 89431, "8": 669232 } }, "validation": { "documents": 224, "independent_groups": 224, "parent_raw_tokens": 612531, "raw_tokens": 622772, "window_count": { "16": 26, "32": 4, "4": 25, "8": 169 }, "window_loss_tokens": { "16": 73889, "32": 19976, "4": 15675, "8": 231631 } } }, "papers": { "train": { "documents": 2235, "independent_groups": 2235, "parent_raw_tokens": 47102548, "raw_tokens": 47465033, "unused_tail_tokens": { "16": 9364041, "8": 4506185 }, "window_count": { "16": 4651, "8": 10488 }, "window_loss_tokens": { "16": 35719680, "8": 37588992 } }, "validation": { "documents": 64, "independent_groups": 64, "parent_raw_tokens": 1711018, "raw_tokens": 1723984, "unused_tail_tokens": { "16": 290384, "8": 122448 }, "window_count": { "16": 175, "8": 391 }, "window_loss_tokens": { "16": 1344000, "8": 1401344 } } }, "web": { "train": { "documents": 3420, "independent_groups": 3420, "parent_raw_tokens": 28549947, "raw_tokens": 28729586, "unused_tail_tokens": { "16": 16220402, "8": 5439730 }, "window_count": { "16": 1527, "8": 5686 }, "window_loss_tokens": { "16": 11727360, "8": 20378624 } }, "validation": { "documents": 90, "independent_groups": 90, "parent_raw_tokens": 712277, "raw_tokens": 715181, "unused_tail_tokens": { "16": 428461, "8": 137645 }, "window_count": { "16": 35, "8": 141 }, "window_loss_tokens": { "16": 268800, "8": 505344 } } } }, "native_tokens_in_packed_cache": 193958754, "news_event": "additional sampling stream of the same CC News source, not a sixth original dataset", "ordinary_counts": { "books": { "train": 605, "validation": 64 }, "code": { "train": 2882, "validation": 76 }, "news": { "train": 29424, "validation": 2775 }, "papers": { "train": 2235, "validation": 64 }, "web": { "train": 3420, "validation": 90 } }, "ordinary_documents": 41635, "original_source_revisions": { "HuggingFaceFW/fineweb-edu": "87f09149ef4734204d70ed1d046ddc9ca3f2b8f9", "common-pile/arxiv_papers_filtered": "033cf7f53f9b348deec868c1a5a48484f3ee9e52", "common-pile/project_gutenberg_filtered": "3cdf6879c807f4e4e063f2ceb23bc268d8c29ab7", "common-pile/stackv2_edu_filtered": "c354dbe88469a1153e97c6a63ac50591849654de", "vblagoje/cc_news": "81eb2ce0d2a9dad6ad16b68ef750ec290880fa36" }, "record_license_counts": [ { "documents": 669, "license": "Public Domain", "source": "books" }, { "documents": 1, "license": "0BSD,Unlicense,BSD-3-Clause", "source": "code" }, { "documents": 792, "license": "Apache-2.0", "source": "code" }, { "documents": 3, "license": "Apache-2.0,BSD-2-Clause", "source": "code" }, { "documents": 1, "license": "Apache-2.0,BSD-3-Clause", "source": "code" }, { "documents": 4, "license": "Apache-2.0,BSD-3-Clause,MIT", "source": "code" }, { "documents": 1, "license": "Apache-2.0,CC0-1.0", "source": "code" }, { "documents": 1, "license": "Apache-2.0,ISC", "source": "code" }, { "documents": 22, "license": "Apache-2.0,MIT", "source": "code" }, { "documents": 1, "license": "Apache-2.0,MIT,BSD-3-Clause", "source": "code" }, { "documents": 1, "license": "Artistic-2.0", "source": "code" }, { "documents": 74, "license": "BSD-2-Clause", "source": "code" }, { "documents": 1, "license": "BSD-2-Clause,Apache-2.0", "source": "code" }, { "documents": 6, "license": "BSD-2-Clause,BSD-3-Clause", "source": "code" }, { "documents": 1, "license": "BSD-2-Clause,BSD-4-Clause,ISC", "source": "code" }, { "documents": 1, "license": "BSD-2-Clause,MIT", "source": "code" }, { "documents": 1, "license": "BSD-2-Clause,MIT,BSD-3-Clause", "source": "code" }, { "documents": 1, "license": "BSD-2-Clause-Views", "source": "code" }, { "documents": 179, "license": "BSD-3-Clause", "source": "code" }, { "documents": 8, "license": "BSD-3-Clause,Apache-2.0", "source": "code" }, { "documents": 1, "license": "BSD-3-Clause,Apache-2.0,BSD-2-Clause,ANTLR-PD", "source": "code" }, { "documents": 14, "license": "BSD-3-Clause,BSD-2-Clause", "source": "code" }, { "documents": 1, "license": "BSD-3-Clause,BSD-2-Clause-Views", "source": "code" }, { "documents": 1, "license": "BSD-3-Clause,BSD-3-Clause-LBNL", "source": "code" }, { "documents": 7, "license": "BSD-3-Clause,MIT", "source": "code" }, { "documents": 1, "license": "BSD-3-Clause,MIT,Apache-2.0", "source": "code" }, { "documents": 1, "license": "BSD-3-Clause,MIT,BSL-1.0", "source": "code" }, { "documents": 1, "license": "BSD-3-Clause,Zlib", "source": "code" }, { "documents": 2, "license": "BSD-3-Clause-Clear", "source": "code" }, { "documents": 1, "license": "BSD-3-Clause-LBNL", "source": "code" }, { "documents": 1, "license": "BSD-3-Clause-Modification", "source": "code" }, { "documents": 1, "license": "BSD-4-Clause", "source": "code" }, { "documents": 1, "license": "BSD-4-Clause,BSD-3-Clause,BSD-3-Clause-No-Nuclear-Warranty,BSD-2-Clause", "source": "code" }, { "documents": 10, "license": "BSL-1.0", "source": "code" }, { "documents": 1, "license": "BSL-1.0,BSD-3-Clause", "source": "code" }, { "documents": 9, "license": "CC0-1.0", "source": "code" }, { "documents": 1, "license": "CC0-1.0,MIT,Unlicense", "source": "code" }, { "documents": 1, "license": "FTL,BSD-3-Clause", "source": "code" }, { "documents": 27, "license": "ISC", "source": "code" }, { "documents": 1, "license": "ISC,Apache-2.0,MIT", "source": "code" }, { "documents": 1, "license": "ISC,BlueOak-1.0.0", "source": "code" }, { "documents": 1683, "license": "MIT", "source": "code" }, { "documents": 15, "license": "MIT,Apache-2.0", "source": "code" }, { "documents": 2, "license": "MIT,Apache-2.0,BSD-3-Clause", "source": "code" }, { "documents": 1, "license": "MIT,BSD-2-Clause", "source": "code" }, { "documents": 11, "license": "MIT,BSD-3-Clause", "source": "code" }, { "documents": 2, "license": "MIT,BSD-3-Clause,Apache-2.0", "source": "code" }, { "documents": 2, "license": "MIT,BSD-3-Clause,BSD-2-Clause,Zlib", "source": "code" }, { "documents": 1, "license": "MIT,BSD-3-Clause,ISC", "source": "code" }, { "documents": 1, "license": "MIT,BSL-1.0", "source": "code" }, { "documents": 3, "license": "MIT,ISC", "source": "code" }, { "documents": 1, "license": "MIT,NCSA", "source": "code" }, { "documents": 1, "license": "MIT,Python-2.0", "source": "code" }, { "documents": 1, "license": "MIT,Unlicense", "source": "code" }, { "documents": 1, "license": "MIT,Zlib", "source": "code" }, { "documents": 1, "license": "MIT-0,MIT", "source": "code" }, { "documents": 1, "license": "MIT-Modern-Variant", "source": "code" }, { "documents": 5, "license": "NCSA", "source": "code" }, { "documents": 1, "license": "PostgreSQL", "source": "code" }, { "documents": 1, "license": "PostgreSQL,Apache-2.0", "source": "code" }, { "documents": 1, "license": "Python-2.0", "source": "code" }, { "documents": 1, "license": "UPL-1.0", "source": "code" }, { "documents": 1, "license": "UPL-1.0,Apache-2.0,MIT", "source": "code" }, { "documents": 30, "license": "Unlicense", "source": "code" }, { "documents": 7, "license": "Zlib", "source": "code" }, { "documents": 1, "license": "Zlib,BSD-3-Clause", "source": "code" }, { "documents": 32199, "license": "unknown", "source": "news" }, { "documents": 132, "license": "Creative Commons - Attribution - https://creativecommons.org/licenses/by/3.0/", "source": "papers" }, { "documents": 1866, "license": "Creative Commons - Attribution - https://creativecommons.org/licenses/by/4.0/", "source": "papers" }, { "documents": 129, "license": "Creative Commons - Attribution Share-Alike - https://creativecommons.org/licenses/by-sa/4.0/", "source": "papers" }, { "documents": 130, "license": "Creative Commons Zero - Public Domain - https://creativecommons.org/publicdomain/zero/1.0/", "source": "papers" }, { "documents": 42, "license": "Public Domain", "source": "papers" }, { "documents": 3510, "license": "unspecified", "source": "web" } ], "restoration_validation": { "complete_sha256": "2be8e2ddaad69a0c48be38cad195e90882100a04a3e052983de8ea37165f8caa", "data_manifest_sha256": "236014f3f18286138d582e97c7454ee2e5780b3ce38e1e03488ba83bf33f7592", "expanded_token_JSONL_reconstructed_byte_identically": true, "restored_files": 9, "status": "pass" }, "schema_version": 1, "source_imports": [ { "directory": "/workspace/delta-ngram-data/p1_code_20261019", "documents": 3034, "files": { "holdout.jsonl": { "bytes": 2418355, "sha256": "cab1bd0590a20621f30feb19f941ab60029a1107674f205ffd625b47022870c1" }, "selected_texts.jsonl.gz": { "bytes": 17022199, "sha256": "6e24732b321a05fd4c40dceffda4752e3cf208627668a4c27c912f7fd9a87011" }, "train_validation.jsonl": { "bytes": 93887653, "sha256": "5f847e98a398e288e06dde3694bf7475da8e7928df2cfbd1f97a89ef28c79136" } }, "format": "delta_ngram_code_pilot_v1", "manifest_sha256": "930174f02bd2d59837b9554d37c7f3648c0990bcb75939bee8a90334332efa01", "source_snapshot": { "commit_date": "2025-06-06T04:02:26.000Z", "dataset_id": "common-pile/stackv2_edu_filtered", "dataset_revision": "c354dbe88469a1153e97c6a63ac50591849654de", "evidence_url": "https://huggingface.co/api/datasets/common-pile/stackv2_edu_filtered/commits/c354dbe88469a1153e97c6a63ac50591849654de?limit=1", "meaning": "Repository snapshot availability, not article first-publication or model pretraining cutoff.", "verified_utc": "2026-10-19T08:41:21.504950+00:00" } }, { "directory": "/workspace/delta-ngram-data/multidomain_20261019/papers", "documents": 2363, "files": { "holdout.jsonl": { "bytes": 5285603, "sha256": "2897b346163d254c8145a4fb06c9c0f01bf6f23be1e141be1ac499e72f97dc50" }, "selected_texts.jsonl.gz": { "bytes": 48244129, "sha256": "c90f9a3b98712dbfb9532c93067480dddeca7eb52334a2871f45b53c75d8acf8" }, "train_validation.jsonl": { "bytes": 215919151, "sha256": "63492c49d982312e44e8d89311b6a4706acde94fd2181db6d675bc18273b3215" } }, "format": "delta_ngram_mixed_source_v1", "manifest_sha256": "6400260fd1f41bb6f647e1f2ff30db77e783b1e0d6ccb6cb92cef6bd6108bc09", "source_snapshot": { "commit_date": "2025-06-06T03:50:45.000Z", "dataset_id": "common-pile/arxiv_papers_filtered", "dataset_revision": "033cf7f53f9b348deec868c1a5a48484f3ee9e52", "evidence_url": "https://huggingface.co/api/datasets/common-pile/arxiv_papers_filtered/commits/033cf7f53f9b348deec868c1a5a48484f3ee9e52?limit=1", "meaning": "Repository snapshot availability, not article first-publication or model pretraining cutoff.", "verified_utc": "2026-10-19T08:41:39.393393+00:00" } }, { "directory": "/workspace/delta-ngram-data/multidomain_20261019/books", "documents": 733, "files": { "holdout.jsonl": { "bytes": 15261834, "sha256": "2f7f27769dd70ad8bb11ffb06c8d77f12a7603409cea7244f45e8dbdce948930" }, "selected_texts.jsonl.gz": { "bytes": 62344169, "sha256": "9166069aae40905e9ca185a8fe617a33ea952de6361d87c65de7ec6abd1ab42f" }, "train_validation.jsonl": { "bytes": 167865354, "sha256": "0d8eac1fe9c7a1ae122256aeecb093a9b229e7c829a3330de8fc4d14f23b94d4" } }, "format": "delta_ngram_mixed_source_v1", "manifest_sha256": "e98e325689604959362c357d7c268d84a6ffc63804fd62318ec04405fae00c2b", "source_snapshot": { "commit_date": "2025-06-06T03:59:35.000Z", "dataset_id": "common-pile/project_gutenberg_filtered", "dataset_revision": "3cdf6879c807f4e4e063f2ceb23bc268d8c29ab7", "evidence_url": "https://huggingface.co/api/datasets/common-pile/project_gutenberg_filtered/commits/3cdf6879c807f4e4e063f2ceb23bc268d8c29ab7?limit=1", "meaning": "Repository snapshot availability, not article first-publication or model pretraining cutoff.", "verified_utc": "2026-10-19T08:41:55.955279+00:00" } }, { "directory": "/workspace/delta-ngram-data/multidomain_20261019/web_v3", "documents": 3600, "files": { "holdout.jsonl": { "bytes": 3497607, "sha256": "927a68ca8487b8778cf41e7ffbc1c766bd0865bf63477c42e491095fdb9fbfec" }, "selected_texts.jsonl.gz": { "bytes": 49210982, "sha256": "247cdac97d02dad6541937eac6fd92a03fa4c00f06aa4af3b74a1763af547a2b" }, "train_validation.jsonl": { "bytes": 138165037, "sha256": "df317a7cc90b752c4c8715aa376671d0702fb195d411d7098a570e196dc1acb4" } }, "format": "delta_ngram_mixed_source_v1", "manifest_sha256": "1bf4c23c16a2218732ab2c8258a8d8de3e5b900184f158217dc4d4fc70812605", "source_snapshot": { "commit_date": "2025-07-11T20:16:53.000Z", "dataset_id": "HuggingFaceFW/fineweb-edu", "dataset_revision": "87f09149ef4734204d70ed1d046ddc9ca3f2b8f9", "evidence_url": "https://huggingface.co/api/datasets/HuggingFaceFW/fineweb-edu/commits/87f09149ef4734204d70ed1d046ddc9ca3f2b8f9?limit=1", "meaning": "Repository snapshot availability, not article first-publication or model pretraining cutoff.", "verified_utc": "2026-10-19T07:07:19.254061+00:00" } }, { "directory": "/workspace/delta-ngram-data/multidomain_20261019/news_v4", "documents": 36130, "files": { "holdout.jsonl": { "bytes": 29369887, "sha256": "c50ec581c3130c1c884ba5831371843d88c075653c85a4b78619026767350698" }, "selected_texts.jsonl.gz": { "bytes": 120557767, "sha256": "d80435cfc7beea3e13d423545e65257d262559f30dd4edab8c8638c808362ec8" }, "train_validation.jsonl": { "bytes": 320882815, "sha256": "2764ff4bbb1ec161180728c891ff4648cc83e174e4074baa7320d41353e827e4" } }, "format": "delta_ngram_news_corpus_v1", "manifest_sha256": "ff55853caa5611e1e4b54a459bdaee9569e825e34204e2552c39fda5129171bb", "source_snapshot": { "commit_date": "2024-01-04T06:45:02.000Z", "dataset_id": "vblagoje/cc_news", "dataset_revision": "81eb2ce0d2a9dad6ad16b68ef750ec290880fa36", "evidence_url": "https://huggingface.co/api/datasets/vblagoje/cc_news/commits/81eb2ce0d2a9dad6ad16b68ef750ec290880fa36?limit=1", "meaning": "Repository snapshot availability, not article first-publication or model pretraining cutoff.", "verified_utc": "2026-10-19T08:42:43.077438+00:00" } } ], "source_length_weights": { "books": { "16": 0.5, "8": 0.5 }, "code": { "16": 0.5, "8": 0.5 }, "news": { "2": 0.9, "4": 0.1 }, "news_event": { "16": 0.20335375659252522, "32": 0.03979157991738612, "4": 0.09629447402461881, "8": 0.6605601894654698 }, "papers": { "16": 0.5, "8": 0.5 }, "web": { "16": 0.5, "8": 0.5 } }, "source_weights": { "books": 0.2, "code": 0.2, "news": 0.175, "news_event": 0.025, "papers": 0.25, "web": 0.15 }, "tokenizers": { "qwen38_native": { "download_identity_binding": { "kind": "explicit_download_receipt", "sha256": "8b9f89e812430c6ef69d6a32ed0f8a88500758405a388da84f60dde742d71590" }, "files": { "chat_template.jinja": { "bytes": 8952, "sha256": "c3cf9e34abf4f9e36c2d72165aa9c132d3e2a725b6c2586aaa3a8af9d7a81041" }, "merges.txt": { "bytes": 3353259, "sha256": "a9d356d7bdf1ef4949e3e748e95b8e10ad9d4e2e838eddc38a0a7b6b94d1db8d" }, "tokenizer.json": { "bytes": 12809320, "sha256": "0997f410c57a1f4e53b09e4be8f4a172d90edd9564368fb0847030937229b9f3" }, "tokenizer_config.json": { "bytes": 17928, "sha256": "b11349aafa7cdc6a320767cf7ceb29ed82f7eda5d65e8e0819e76f0ce947bf27" }, "vocab.json": { "bytes": 6722759, "sha256": "ce99b4cb2983d118806ce0a8b777a35b093e2000a503ebde25853284c9dfa003" } }, "fingerprint": "sha256:47a5ecb7efba199d03fdebf84bfffb685da70065ff76c4a160dd08c9bc4771ec", "identity": { "class": "Qwen2Tokenizer", "pipeline_sha256": "3173693f511156ffb4ad1922cef28eeea31bb7d1bd264346d1fe10e684e23059", "special_tokens": { "bos_token_id": null, "eos_token_id": 248046, "pad_token_id": 248044 }, "vocab_sha256": "420ab4b96193b4325156f56cd7c3876a8a0d46f515fe4f711a7a6bf5553bf8fa" }, "model_id": "Qwen/Qwen3.8-Flash-Next", "revision": "de4b8e4d43b917e7706784d8bb445c9af86a3540", "transformers_version": "5.16.0" }, "qwen3_0_6b": { "fingerprint": "sha256:a16266e484609c26c2ef6872be35e69733d4d80b6942fe588afc0109538dc337", "identity": { "class": "Qwen2Tokenizer", "pipeline_sha256": "934c73f70d9dbdc5c03916ec8045c27749cc2580d14447fc90d05696101af934", "special_tokens": { "bos_token_id": null, "eos_token_id": 151645, "pad_token_id": 151643 }, "vocab_sha256": "c96fa22dee2dd9c98c4f0c73ea423e21907bc96abda81fa5c6b2e24a670c66bf" }, "name": "Qwen/Qwen3-0.6B", "revision": "c1899de289a04d12100db370d81485cdf75e47ca" } }, "train_validation_group_overlap": 0, "uses_gpu": false }