Datasets:
Add abt_Latn shard 0: 100,437 sentences, 4,098 paragraphs, 17,810 words, 577,835 ngrams
Browse files- README.md +41 -41
- data/ngrams/abt_Latn/0000.parquet +3 -0
- data/paragraphs/abt_Latn/0000.parquet +3 -0
- data/sentences/abt_Latn/0000.parquet +3 -0
- data/words/abt_Latn/0000.parquet +3 -0
- stats.csv +1 -0
README.md
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@@ -888,6 +888,22 @@ configs:
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data_files:
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- split: train
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path: data/ngrams/tlh_Latn/*.parquet
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- config_name: sentences-gil_Latn
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data_files:
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- split: train
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data_files:
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- split: train
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path: data/ngrams/tly_Latn/*.parquet
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- config_name: sentences-iso_Latn
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data_files:
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- split: train
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path: data/sentences/iso_Latn/*.parquet
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- config_name: paragraphs-iso_Latn
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data_files:
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- split: train
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path: data/paragraphs/iso_Latn/*.parquet
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- config_name: words-iso_Latn
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data_files:
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- split: train
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path: data/words/iso_Latn/*.parquet
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- config_name: ngrams-iso_Latn
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data_files:
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- split: train
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path: data/ngrams/iso_Latn/*.parquet
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---
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# FineWeb-2 NLP
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-
**31,
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## Table of Contents
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| Type | Rows | What you get |
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|------|------|-------------|
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| **sentences** | 31,
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| **paragraphs** |
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| **words** | 26,
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| **ngrams** |
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Every row traces back to its source document through `doc_id` and `doc_url` fields, making
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it possible to navigate from any sentence or word back to the original web page. This
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cor_Latn ▓▓▓▓▓▓▓▓ 4,164
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quy_Latn ▓▓▓▓▓▓▓▓ 4,140
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yua_Latn ▓▓▓▓▓▓▓▓ 4,139
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ina_Latn ▓▓▓▓▓▓▓▓ 4,071
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kua_Latn ▓▓▓▓▓▓▓▓ 4,031
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gaa_Latn ▓▓▓▓▓▓▓▓ 3,985
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ven_Latn ▓▓▓▓▓▓▓▓ 3,890
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crs_Latn ▓▓▓▓▓▓▓▓ 3,836
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loz_Latn ▓▓▓▓▓▓▓ 3,707
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-
tet_Latn ▓▓▓▓▓▓▓ 3,631
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```
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<details>
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| Metric | Value |
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|--------|-------|
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| **Total sentences** | **31,
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| **Total paragraphs** | **
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| **Total word tokens** | **
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| **Unique word entries** (per-shard) | 26,
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| 1380 |
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| **Total n-gram entries** (per-shard) |
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| 1381 |
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| **Languages processed** | **
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| **Source documents** | **
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| **Source data processed** | **1.1 GB** |
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| **Output parquet size** | **7.1 GB** |
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| Avg sentence length | 103.
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| Avg paragraph length |
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| Avg sentences per document |
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| Avg paragraphs per document | 1.1 |
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| Avg sentences per paragraph | 41.
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### Per-language breakdown
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| 51 | nzi_Latn (`nzi_Latn`) | 103,176 | 2,493 | 1,828,257 | 104.6 | 4371.2 | 2,493 | 1 | 3.7 MB | 16.3 MB |
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| 52 | lfn_Latn (`lfn_Latn`) | 101,599 | 3,551 | 1,837,456 | 95.7 | 2766.8 | 3,467 | 1 | 4.0 MB | 12.6 MB |
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| 53 | tlh_Latn (`tlh_Latn`) | 101,194 | 3,293 | 974,575 | 62.4 | 1947.9 | 2,959 | 1 | 2.4 MB | 11.6 MB |
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## How it works
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---
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-
*Last updated: 2026-04-15 04:
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data_files:
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- split: train
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path: data/ngrams/tlh_Latn/*.parquet
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- config_name: sentences-abt_Latn
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data_files:
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- split: train
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path: data/sentences/abt_Latn/*.parquet
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- config_name: paragraphs-abt_Latn
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data_files:
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- split: train
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path: data/paragraphs/abt_Latn/*.parquet
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- config_name: words-abt_Latn
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data_files:
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- split: train
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path: data/words/abt_Latn/*.parquet
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- config_name: ngrams-abt_Latn
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data_files:
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- split: train
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path: data/ngrams/abt_Latn/*.parquet
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- config_name: sentences-gil_Latn
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data_files:
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- split: train
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data_files:
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- split: train
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path: data/ngrams/tly_Latn/*.parquet
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---
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# FineWeb-2 NLP
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**31,649,892 sentences** and **493,687,501 word tokens** across **1050 languages**, extracted from **705,478 source documents** (1.1 GB source data) in [FineWeb-2](https://huggingface.co/datasets/HuggingFaceFW/fineweb-2). Every sentence, paragraph, word frequency, and n-gram frequency, split with language-aware segmentation and continuously updated.
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## Table of Contents
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| Type | Rows | What you get |
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|------|------|-------------|
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| **sentences** | 31,649,892 | One row per sentence, with source document ID, URL, and position index |
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| **paragraphs** | 771,775 | One row per paragraph, with sentence count per paragraph |
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| **words** | 26,594,627 | Per-shard word frequency and document frequency tables |
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| **ngrams** | 509,382,630 | Per-shard bigram through 5-gram frequency tables |
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Every row traces back to its source document through `doc_id` and `doc_url` fields, making
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it possible to navigate from any sentence or word back to the original web page. This
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cor_Latn ▓▓▓▓▓▓▓▓ 4,164
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quy_Latn ▓▓▓▓▓▓▓▓ 4,140
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yua_Latn ▓▓▓▓▓▓▓▓ 4,139
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abt_Latn ▓▓▓▓▓▓▓▓ 4,098
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ina_Latn ▓▓▓▓▓▓▓▓ 4,071
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kua_Latn ▓▓▓▓▓▓▓▓ 4,031
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gaa_Latn ▓▓▓▓▓▓▓▓ 3,985
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ven_Latn ▓▓▓▓▓▓▓▓ 3,890
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crs_Latn ▓▓▓▓▓▓▓▓ 3,836
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loz_Latn ▓▓▓▓▓▓▓ 3,707
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```
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<details>
|
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| Metric | Value |
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| 1375 |
|--------|-------|
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| 1376 |
+
| **Total sentences** | **31,649,892** |
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+
| **Total paragraphs** | **771,775** |
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| 1378 |
+
| **Total word tokens** | **493,687,501** |
|
| 1379 |
+
| **Unique word entries** (per-shard) | 26,594,627 |
|
| 1380 |
+
| **Total n-gram entries** (per-shard) | 509,382,630 |
|
| 1381 |
+
| **Languages processed** | **1050** |
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| 1382 |
+
| **Source documents** | **705,478** |
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| 1383 |
| **Source data processed** | **1.1 GB** |
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| **Output parquet size** | **7.1 GB** |
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+
| Avg sentence length | 103.7 chars |
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| Avg paragraph length | 4292.8 chars |
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| Avg sentences per document | 44.9 |
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| Avg paragraphs per document | 1.1 |
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+
| Avg sentences per paragraph | 41.0 |
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| 1390 |
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### Per-language breakdown
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| 1392 |
|
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| 1445 |
| 51 | nzi_Latn (`nzi_Latn`) | 103,176 | 2,493 | 1,828,257 | 104.6 | 4371.2 | 2,493 | 1 | 3.7 MB | 16.3 MB |
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| 52 | lfn_Latn (`lfn_Latn`) | 101,599 | 3,551 | 1,837,456 | 95.7 | 2766.8 | 3,467 | 1 | 4.0 MB | 12.6 MB |
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| 53 | tlh_Latn (`tlh_Latn`) | 101,194 | 3,293 | 974,575 | 62.4 | 1947.9 | 2,959 | 1 | 2.4 MB | 11.6 MB |
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| 54 | abt_Latn (`abt_Latn`) | 100,437 | 4,098 | 1,047,977 | 70.7 | 1755.4 | 4,098 | 1 | 2.1 MB | 9.6 MB |
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| 55 | gil_Latn (`gil_Latn`) | 100,201 | 3,289 | 2,139,671 | 108.4 | 3330.5 | 3,241 | 1 | 3.7 MB | 14.7 MB |
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| 56 | sma_Latn (`sma_Latn`) | 99,277 | 3,427 | 1,029,315 | 90.5 | 2650.2 | 3,372 | 1 | 3.4 MB | 10.7 MB |
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| 57 | pam_Latn (`pam_Latn`) | 98,608 | 2,162 | 1,140,731 | 69.7 | 3221.8 | 2,005 | 1 | 2.9 MB | 15.0 MB |
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| 58 | dak_Latn (`dak_Latn`) | 95,906 | 1,328 | 1,259,965 | 81.2 | 5938.5 | 412 | 1 | 1.9 MB | 19.6 MB |
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| 59 | btx_Latn (`btx_Latn`) | 95,824 | 2,305 | 1,384,785 | 91.1 | 3828.6 | 2,294 | 1 | 3.3 MB | 10.4 MB |
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| 60 | tly_Latn (`tly_Latn`) | 95,679 | 3,127 | 866,239 | 68.7 | 2131.3 | 2,821 | 1 | 2.8 MB | 11.3 MB |
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## How it works
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---
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*Last updated: 2026-04-15 04:56 UTC*
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data/ngrams/abt_Latn/0000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:a979752661ed659d5e90f3d65bd0dc02f84d30ffcf79a3881e69779c47bac0f2
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size 5536234
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data/paragraphs/abt_Latn/0000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:e8184a404c405380555213a106aacbd31e749b30207745e337a4c66aae44b725
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size 2198250
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data/sentences/abt_Latn/0000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:d18731f9842f2d82e1ff10473802e1bc9f2692aac4ed708608a9167811ccf274
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size 2246332
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data/words/abt_Latn/0000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:fd97f2a9885196f7c9123558ed4823fbb64ed2080d698cb5b6f3581fd2a3fc7a
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size 93882
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stats.csv
CHANGED
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@@ -1048,3 +1048,4 @@ kua_Latn,kua,0,4006,143986,4031,86238,401829,16003109,2026-04-15T04:49:01Z,56765
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smn_Latn,smn,0,4034,127853,4518,139414,390150,15565650,2026-04-15T04:49:40Z,5001967,1270652,91.0,2601.1
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fro_Latn,fro,0,4072,867115,6618,362971,1959020,60542135,2026-04-15T04:54:37Z,19892008,8441954,52.8,7051.4
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xmf_Geor,xmf,0,4079,93782,6205,193412,202495,16995986,2026-04-15T04:55:55Z,5269240,1079492,199.2,3024.2
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smn_Latn,smn,0,4034,127853,4518,139414,390150,15565650,2026-04-15T04:49:40Z,5001967,1270652,91.0,2601.1
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| 1049 |
fro_Latn,fro,0,4072,867115,6618,362971,1959020,60542135,2026-04-15T04:54:37Z,19892008,8441954,52.8,7051.4
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| 1050 |
xmf_Geor,xmf,0,4079,93782,6205,193412,202495,16995986,2026-04-15T04:55:55Z,5269240,1079492,199.2,3024.2
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abt_Latn,abt,0,4098,100437,4098,17810,577835,10074698,2026-04-15T04:56:45Z,2172204,1047977,70.7,1755.4
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