Datasets:
Merge bin-10+bin-9 into single european_hplt_v3_pl.parquet; drop -part-b9 (one-file-per-source convention)
Browse filesConsolidate the two shards into one canonical parquet (110,590 docs / 512,383,778 cl100k tok), re-id sequentially, single combined stats.json. Removes -part-b9 files so normalize_schema writes one {source}.stats.json without double-count.
- data/european_hplt_v3_pl/european_hplt_v3_pl-part-b9.parquet +0 -3
- data/european_hplt_v3_pl/european_hplt_v3_pl-part-b9.stats.json +0 -69
- data/european_hplt_v3_pl/european_hplt_v3_pl.md +57 -58
- data/european_hplt_v3_pl/european_hplt_v3_pl.parquet +2 -2
- data/european_hplt_v3_pl/european_hplt_v3_pl.stats.json +24 -54
data/european_hplt_v3_pl/european_hplt_v3_pl-part-b9.parquet
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data/european_hplt_v3_pl/european_hplt_v3_pl-part-b9.stats.json
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{
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"read": 152380,
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"kept": 55000,
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"drop_short": 0,
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"drop_lang": 0,
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"drop_dup": 0,
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"drop_ocr": 0,
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"chars": 696357862,
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"tokens": 250914965,
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"licenses": {
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"CC0-1.0": 55000
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},
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"authors_with_value": 0,
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"license": "CC0-1.0",
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"stats_recomputed_from_parquet": true,
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"drop_detail": {
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"register": 57223,
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"adult_spam": 9150,
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| 19 |
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"legalish": 8470,
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"mojibake": 107,
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"boilerplate": 1451,
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| 22 |
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"machine_translated": 15717,
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"domain": 5181,
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"too_long": 77,
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"filehost": 4
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},
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"registers": {
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"IN": 21963,
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"NA": 17765,
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"OP": 10891,
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"HI": 3398,
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"ID": 983
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},
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| 34 |
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"mt_prob_mean_kept": 0.079,
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| 35 |
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"domains_top_sample": {
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| 36 |
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"interpretacja-podatkowa.pl": 14,
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| 37 |
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"biznes.pl": 13,
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| 38 |
-
"wiadomosci.onet.pl": 10,
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| 39 |
-
"e-podatnik.pl": 8,
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| 40 |
-
"interpretacje-podatkowe.org": 8,
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| 41 |
-
"interia360.pl": 6,
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| 42 |
-
"forumakademickie.pl": 6,
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| 43 |
-
"raportrolny.pl": 6,
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| 44 |
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"eduteka.pl": 5,
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| 45 |
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"rzu.gov.pl": 5,
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| 46 |
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"sfd.pl": 4,
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| 47 |
-
"rynekzoologiczny.pl": 4,
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| 48 |
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"krir.pl": 4,
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| 49 |
-
"moto.wp.pl": 4,
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| 50 |
-
"drukarnie.com.pl": 3,
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| 51 |
-
"nanoforum.pl": 3,
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| 52 |
-
"odpowiedzialnybiznes.pl": 3,
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| 53 |
-
"wiedzaiedukacja.eu": 3,
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| 54 |
-
"lubimyczytac.pl": 3,
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| 55 |
-
"footbar.pl": 3,
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| 56 |
-
"bokser.org": 3,
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| 57 |
-
"leksykon.com.pl": 3,
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| 58 |
-
"e-prawnik.pl": 2,
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| 59 |
-
"polki.pl": 2,
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| 60 |
-
"travelforum.pl": 2,
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| 61 |
-
"m.onet.pl": 2,
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| 62 |
-
"forsal.pl": 2,
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| 63 |
-
"ksiegarnia.meble.pl": 2,
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| 64 |
-
"dkfirm.pl": 2,
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| 65 |
-
"wirtualnapolonia.com": 2
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| 66 |
-
},
|
| 67 |
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"secs": 227.9,
|
| 68 |
-
"source_repo": "HPLT/HPLT3.0 pol_Latn WDS=9 via https://data.hplt-project.org/three/sorted/pol_Latn/9_1.jsonl.zst"
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| 69 |
-
}
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data/european_hplt_v3_pl/european_hplt_v3_pl.md
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# european_hplt_v3_pl
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Filtered Polish subset of **HPLT v3.0** (`pol_Latn`), top quality bins (WDS = 10 and 9)
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## Dataset description
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| 6 |
-
- **Source (upstream):** https://hplt-project.org/datasets/v3.0 (`pol_Latn`, shards `10_1` [WDS=10] + `9_1` prefix [WDS=9])
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| 7 |
-
- **Domain:** web (modern natural Polish — informational, narrative, opinion, how-to, discussion)
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| 8 |
-
- **Language:** Polish (pl)
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| 9 |
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- **License:** `CC0-1.0` (packaging; see licensing note)
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-
- **Created (range):** web crawls 2012-2024 (Internet Archive + Common Crawl)
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| 11 |
-
- **Added:** 2026-07-14
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-
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| 13 |
-
## Licensing - traceable basis
|
| 14 |
-
HPLT licenses the **packaging** of these text data under Creative Commons CC0 1.0 ("no rights reserved"),
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| 15 |
-
per the HPLT v3.0 Terms of Use (hplt-project.org/datasets/v3.0) and the HF card `HPLT/HPLT3.0`.
|
| 16 |
-
HPLT does not own the underlying web text; a notice-and-takedown policy applies and downstream users
|
| 17 |
-
remain responsible for compliance (EU CDSM Directive 2019/790, GDPR). This is a web-crawl source: it is
|
| 18 |
-
offered at parity with the already-listed `european-hplt-v1` (CC0) basis and still needs maintainer
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| 19 |
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web/legal review (`accept_after_web_review`), not auto-accept.
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| 20 |
-
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| 21 |
-
## Provenance
|
| 22 |
-
Fetched directly from the HPLT distribution (`data.hplt-project.org/three/sorted/pol_Latn/{10_1,9_1}.jsonl.zst`),
|
| 23 |
-
NOT via SpeakLeash. HPLT v3 is globally deduplicated upstream and sorted into Web-Docs-Scorer (WDS) quality
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| 24 |
-
bins; only the two top bins are used. Per-document URL, WDS score, web-register, MT-probability and PII spans
|
| 25 |
-
are available in the raw HPLT record and were used for filtering (not retained in the released canonical schema).
|
| 26 |
-
|
| 27 |
-
## Statistics
|
| 28 |
-
| documents | characters | tokens (tiktoken cl100k proxy) |
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| 29 |
-
|---:|---:|---:|
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| 30 |
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| 110,590 | 1,426,290,944 | 512,383,778 |
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| 31 |
-
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| 32 |
-
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| 33 |
-
bin-9 (
|
| 34 |
-
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| 35 |
-
## Per-document license metadata
|
| 36 |
-
| license | documents |
|
| 37 |
-
|---|---:|
|
| 38 |
-
| `CC0-1.0` | 110,590 |
|
| 39 |
-
|
| 40 |
-
## Filters applied (src/clean_hplt_v3.py; thresholds inherited from src/filter_european_hplt.py)
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| 41 |
-
Per-shard keep: bin-10 55,590/195,874 (28.4%),
|
| 42 |
-
|
| 43 |
-
|
| 44 |
-
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| 45 |
-
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| 46 |
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| 47 |
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| 48 |
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| 49 |
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| 50 |
-
-
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| 51 |
-
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| 52 |
-
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| 53 |
-
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| 54 |
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| 55 |
-
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| 56 |
-
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| 57 |
-
|
| 58 |
-
- This is 2 shards of the top bins. The full `pol_Latn` corpus is ~270B raw tokens across WDS bins 10->5.
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|
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|
| 1 |
+
# european_hplt_v3_pl
|
| 2 |
+
|
| 3 |
+
Filtered Polish subset of **HPLT v3.0** (`pol_Latn`), top quality bins (WDS = 10 and 9), merged into one file.
|
| 4 |
+
|
| 5 |
+
## Dataset description
|
| 6 |
+
- **Source (upstream):** https://hplt-project.org/datasets/v3.0 (`pol_Latn`, shards `10_1` [WDS=10] + `9_1` prefix [WDS=9])
|
| 7 |
+
- **Domain:** web (modern natural Polish — informational, narrative, opinion, how-to, discussion)
|
| 8 |
+
- **Language:** Polish (pl)
|
| 9 |
+
- **License:** `CC0-1.0` (packaging; see licensing note)
|
| 10 |
+
- **Created (range):** web crawls 2012-2024 (Internet Archive + Common Crawl)
|
| 11 |
+
- **Added:** 2026-07-14
|
| 12 |
+
|
| 13 |
+
## Licensing - traceable basis
|
| 14 |
+
HPLT licenses the **packaging** of these text data under Creative Commons CC0 1.0 ("no rights reserved"),
|
| 15 |
+
per the HPLT v3.0 Terms of Use (hplt-project.org/datasets/v3.0) and the HF card `HPLT/HPLT3.0`.
|
| 16 |
+
HPLT does not own the underlying web text; a notice-and-takedown policy applies and downstream users
|
| 17 |
+
remain responsible for compliance (EU CDSM Directive 2019/790, GDPR). This is a web-crawl source: it is
|
| 18 |
+
offered at parity with the already-listed `european-hplt-v1` (CC0) basis and still needs maintainer
|
| 19 |
+
web/legal review (`accept_after_web_review`), not auto-accept.
|
| 20 |
+
|
| 21 |
+
## Provenance
|
| 22 |
+
Fetched directly from the HPLT distribution (`data.hplt-project.org/three/sorted/pol_Latn/{10_1,9_1}.jsonl.zst`),
|
| 23 |
+
NOT via SpeakLeash. HPLT v3 is globally deduplicated upstream and sorted into Web-Docs-Scorer (WDS) quality
|
| 24 |
+
bins; only the two top bins are used. Per-document URL, WDS score, web-register, MT-probability and PII spans
|
| 25 |
+
are available in the raw HPLT record and were used for filtering (not retained in the released canonical schema).
|
| 26 |
+
|
| 27 |
+
## Statistics
|
| 28 |
+
| documents | characters | tokens (tiktoken cl100k proxy) |
|
| 29 |
+
|---:|---:|---:|
|
| 30 |
+
| 110,590 | 1,426,290,944 | 512,383,778 |
|
| 31 |
+
|
| 32 |
+
Composition (single merged parquet): bin-10 (WDS=10) 55,590 docs / 261,468,813 tok;
|
| 33 |
+
bin-9 (WDS=9) 55,000 docs / 250,914,965 tok. See `european_hplt_v3_pl.stats.json` for the per-bin + drop breakdown.
|
| 34 |
+
|
| 35 |
+
## Per-document license metadata
|
| 36 |
+
| license | documents |
|
| 37 |
+
|---|---:|
|
| 38 |
+
| `CC0-1.0` | 110,590 |
|
| 39 |
+
|
| 40 |
+
## Filters applied (src/clean_hplt_v3.py; thresholds inherited from src/filter_european_hplt.py)
|
| 41 |
+
Per-shard keep: bin-10 55,590/195,874 (28.4%), bin-9 55,000/152,380 (36.1%). Drop reasons:
|
| 42 |
+
`register` (not ID/OP/HI/IN/NA), `machine_translated` (MT>=0.20), `domain`
|
| 43 |
+
(wikipedia/wikisource/wikimedia + file-hosts excluded), `adult_spam`, `legalish` (drops legal/parliamentary
|
| 44 |
+
phrasing - serves the anti-legalese goal), `boilerplate`, `too_long` (>120k chars = book-length copyright/OCR
|
| 45 |
+
risk), `mojibake` (>=3 CJK/replacement chars - upstream HPLT UTF-8->GBK mis-decode), `filehost` (PDF/file-share
|
| 46 |
+
headers), `domain_cap` (>250 docs/domain). MT-probability of kept docs: mean ~0.08. Mojibake residual: 0.
|
| 47 |
+
|
| 48 |
+
## Status & caveats (web-crawl - NOT "release-clean")
|
| 49 |
+
- **Copyright is not fully solved by filtering.** The length cap removes obvious book-length works, but
|
| 50 |
+
in-copyright text recurs in web-crawl at ALL lengths (news reprints, blog reposts, excerpts). Inherent to
|
| 51 |
+
web sources; the reason HPLT ships CC0-on-packaging + notice-and-takedown.
|
| 52 |
+
- **Near-dup NOT removed** (Dynaword leaves heavy filtering downstream). ~11.8% of an HPLT sample's 8-grams
|
| 53 |
+
overlap Polish Wikipedia; wikipedia/wikisource domain exclusion mitigates the largest sources, but
|
| 54 |
+
cross-source near/containment dedup vs the full corpus remains a downstream step.
|
| 55 |
+
- Surface-metric parity with accepted sources: mojibake 0%, boilerplate ~0.2%, diacritic-ratio ~0.066,
|
| 56 |
+
TTR@500 ~0.64 (within the accepted range, ~= parliamentary). ~9% commercial/SEO-adjacent pages (web-inherent).
|
| 57 |
+
- This is 2 top bins merged. The full `pol_Latn` corpus is ~270B raw tokens across WDS bins 10->5.
|
|
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data/european_hplt_v3_pl/european_hplt_v3_pl.parquet
CHANGED
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version https://git-lfs.github.com/spec/v1
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| 3 |
-
size
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version https://git-lfs.github.com/spec/v1
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size 610242503
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data/european_hplt_v3_pl/european_hplt_v3_pl.stats.json
CHANGED
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@@ -1,71 +1,41 @@
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| 1 |
{
|
| 2 |
-
"read":
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| 3 |
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"kept":
|
| 4 |
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"chars":
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| 9 |
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"tokens":
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| 10 |
"licenses": {
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| 11 |
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| 12 |
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| 13 |
"authors_with_value": 0,
|
| 14 |
"license": "CC0-1.0",
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| 15 |
"stats_recomputed_from_parquet": true,
|
| 16 |
"drop_detail": {
|
| 17 |
-
"machine_translated":
|
| 18 |
-
"adult_spam":
|
| 19 |
-
"register":
|
| 20 |
-
"legalish":
|
| 21 |
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"domain":
|
| 22 |
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"boilerplate":
|
| 23 |
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"mojibake":
|
| 24 |
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"too_long":
|
| 25 |
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"filehost":
|
| 26 |
"lang_prob": 2,
|
| 27 |
"domain_cap": 785
|
| 28 |
},
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"
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| 30 |
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"
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"
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},
|
| 36 |
"mt_prob_mean_kept": 0.08,
|
| 37 |
-
"
|
| 38 |
-
"mtsholistictherapy.pl": 12,
|
| 39 |
-
"teamdeck.io": 8,
|
| 40 |
-
"ptderm.pl": 7,
|
| 41 |
-
"korekcjawadpostawy.pl": 7,
|
| 42 |
-
"zis-insbud.com.pl": 7,
|
| 43 |
-
"szopi.pl": 6,
|
| 44 |
-
"forum-lotnicze.pl": 6,
|
| 45 |
-
"doradztworozwodowe.pl": 6,
|
| 46 |
-
"expressoptyk.com.pl": 6,
|
| 47 |
-
"pclab.pl": 6,
|
| 48 |
-
"arstanmedica.pl": 5,
|
| 49 |
-
"klinika-hb.pl": 5,
|
| 50 |
-
"drogowo-mostowy.pl": 5,
|
| 51 |
-
"debica.edu.pl": 5,
|
| 52 |
-
"s263974156.websitehome.co.uk": 5,
|
| 53 |
-
"zyskasz.pl": 5,
|
| 54 |
-
"infiniticentrum.pl": 4,
|
| 55 |
-
"soa.edu.pl": 4,
|
| 56 |
-
"farmacja.leksykon.com.pl": 4,
|
| 57 |
-
"funkymedia.eu": 4,
|
| 58 |
-
"wisniowiec-race.pl": 4,
|
| 59 |
-
"opzz.org.pl": 4,
|
| 60 |
-
"goniec.pl": 3,
|
| 61 |
-
"kora.net.pl": 3,
|
| 62 |
-
"amazonas-baby.pl": 3,
|
| 63 |
-
"ain.edu.pl": 3,
|
| 64 |
-
"markasblog.pl": 3,
|
| 65 |
-
"mobzilla.pl": 3,
|
| 66 |
-
"metravel.pl": 3,
|
| 67 |
-
"ojp.edu.pl": 3
|
| 68 |
-
},
|
| 69 |
-
"secs": 232.4,
|
| 70 |
-
"source_repo": "HPLT/HPLT3.0 pol_Latn bin WDS=10 (data.hplt-project.org)"
|
| 71 |
}
|
|
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|
| 1 |
{
|
| 2 |
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"read": 348254,
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| 3 |
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| 6 |
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| 7 |
"drop_ocr": 0,
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"chars": 1426290944,
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"tokens": 512383778,
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| 10 |
"licenses": {
|
| 11 |
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"CC0-1.0": 110590
|
| 12 |
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|
| 13 |
"authors_with_value": 0,
|
| 14 |
"license": "CC0-1.0",
|
| 15 |
"stats_recomputed_from_parquet": true,
|
| 16 |
"drop_detail": {
|
| 17 |
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"machine_translated": 46477,
|
| 18 |
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"adult_spam": 18682,
|
| 19 |
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"register": 128956,
|
| 20 |
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"legalish": 15881,
|
| 21 |
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"domain": 23234,
|
| 22 |
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"boilerplate": 3183,
|
| 23 |
+
"mojibake": 241,
|
| 24 |
+
"too_long": 216,
|
| 25 |
+
"filehost": 7,
|
| 26 |
"lang_prob": 2,
|
| 27 |
"domain_cap": 785
|
| 28 |
},
|
| 29 |
+
"shards": {
|
| 30 |
+
"bin10_WDS10": {
|
| 31 |
+
"kept": 55590,
|
| 32 |
+
"tokens": 261468813
|
| 33 |
+
},
|
| 34 |
+
"bin9_WDS9": {
|
| 35 |
+
"kept": 55000,
|
| 36 |
+
"tokens": 250914965
|
| 37 |
+
}
|
| 38 |
},
|
| 39 |
"mt_prob_mean_kept": 0.08,
|
| 40 |
+
"source_repo": "HPLT/HPLT3.0 pol_Latn WDS bins 10+9 (data.hplt-project.org)"
|
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|
| 41 |
}
|