MANIFEST.json

{
  "status": "PASS",
  "schema": "turkish_sft_master_nedotokenizer_pretokenized_v1",
  "dataset": "MercanAI Turkce SFT Master Corpus (final clean v5; up3 restored; OGM context/options repaired; podcast natural dialogues appended)",
  "documents": 22870823,
  "messages": 51789493,
  "segments": 51789493,
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  "trainable_ratio": 0.545023041789896,
  "text_utf8_bytes": 19807719219,
  "shards": 108,
  "max_conversation_tokens": 28353,
  "max_single_message_tokens": 8188,
  "vocab_size": 32000,
  "vocab_sha256": "72412d981dac65a29d1767bc98821fc2bcffc2de53c534e7c719598515bfb600",
  "chat_template": "chatml_tr",
  "chat_template_spec": "<|im_start|>{rol}\\n{content}<|im_end|>\\n per message, EOS(2) once at conversation end",
  "token_dtype": "little-endian uint16",
  "source_registry": "SOURCES.json",
  "category_registry": "CATEGORIES.json",
  "source_count": 114,
  "category_count": 71,
  "index_files_bytes_with_headers": 731876704,
  "segments_files_bytes_with_headers": 828642256,
  "token_files_bytes_with_headers": 11201717404,
  "total_output_bytes": 12762236364,
  "original_master_untouched": true,
  "single_working_root": true,
  "policy_clean_v5": true,
  "quality_cleanup_complete": true,
  "policy_removed_documents": 3598431,
  "policy_removed_tokens": 5475868596,
  "drop_category_ids": [
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  "drop_source_ids": [
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  "source62_exact_mapping_fixed": true,
  "source62_source_id": 62,
  "source62_original_documents": 3263886,
  "source62_removed_inner_documents": 392395,
  "source62_policy_kept_documents": 2871491,
  "source62_normalized_dedup_removed_documents": 4,
  "source62_remaining_documents": 2871487,
  "up3_instructurca_restored": true,
  "source62_removed_inner_sources": [
    "q2_reasoning",
    "math_omi2",
    "math_gsm8k",
    "eba_reasoning"
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  "source62_kept_inner_sources": [
    "up3_instructurca",
    "q1_turkey_grounded",
    "eba_mc_qa",
    "eba_open_qa"
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  "source62_mapping_method": "exact deterministic reconstruction of merge_shard_shuffle.py; raw original row -> cleanup current row -> block shuffle -> new-record insertion -> v2 physical row",
  "single_message_limit_tokens": 8191,
  "length_filter_applied": true,
  "dedup_applied": true,
  "normalized_dedup_method": "normalized conversation fingerprint: system messages ignored; non-system role ids and body tokens retained; aggregate sources deprioritized as canonical copies",
  "normalized_dedup_removed_documents": 441677,
  "normalized_duplicate_groups_remaining": 0,
  "normalized_duplicate_documents_remaining": 0,
  "realtur_documents": 6,
  "realtur_source": "tugrulbayrak/Real-TurnTurk",
  "realtur_source_id": 112,
  "realtur_affected_shards": [
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  "final_verify_report": "FINAL_VERIFY_REPORT.json",
  "binary_verify_report": "BINARY_VERIFY_REPORT.json",
  "cleanup_report": "CLEANUP_REPORT.json",
  "ogm_context_options_repaired": true,
  "ogm_repaired_documents": 37204,
  "ogm_hf_sha": "a2b0f54a19eb2222a955626aab8adc7ed934ed7b",
  "ogm_documents_with_context": 1891,
  "ogm_documents_with_options": 36232,
  "ogm_token_delta": 2653872,
  "ogm_trainable_delta": 0,
  "ogm_text_byte_delta": 8370073,
  "source62_policy_removed_documents": 392395,
  "source62_final_documents": 2871487,
  "context_column_audit": "CONTEXT_COLUMN_AUDIT_REPORT.json",
  "historical_clean_rebuild_base": "/arf/scratch/egitimg16u5/turkish_sft_master_nedo32k_tokenized_20260903_work_v2_merged_shufflebuild",
  "historical_work_v2_removed_after_finalization": true,
  "podcast_append_v1": true,
  "podcast_source": "podcast_scrape/turns_clean_combined",
  "podcast_source_id": 113,
  "podcast_documents": 105,
  "podcast_messages": 4495,
  "podcast_tokens": 673741,
  "podcast_trainable_tokens": 411536,
  "podcast_text_utf8_bytes": 2765900,
  "podcast_max_conversation_tokens": 14121,
  "podcast_max_single_message_tokens": 2037,
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  "post_append_dedup_reverify_required": false,
  "podcast_normalized_dedup_verified": true,
  "sft_target_context_length": 8192,
  "sft_context_distribution_report": "SFT_8K_CONTEXT_DISTRIBUTION.json"
}