Datasets:
Add aia_Latn shard 0: 12203 sentences, 204 paragraphs, 6348 words, 516682 ngrams
Browse files- README.md +64 -64
- data/ngrams/aia_Latn/0000.parquet +3 -0
- data/paragraphs/aia_Latn/0000.parquet +3 -0
- data/sentences/aia_Latn/0000.parquet +3 -0
- data/words/aia_Latn/0000.parquet +3 -0
- stats.csv +1 -0
README.md
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data_files:
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- split: train
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path: data/ngrams/cao_Latn/*.parquet
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- config_name: sentences-arl_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/kas_Deva/*.parquet
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- config_name: sentences-sab_Latn
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data_files:
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- split: train
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path: data/sentences/sab_Latn/*.parquet
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- config_name: paragraphs-sab_Latn
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data_files:
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- split: train
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path: data/paragraphs/sab_Latn/*.parquet
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- config_name: words-sab_Latn
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data_files:
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- split: train
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path: data/words/sab_Latn/*.parquet
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- config_name: ngrams-sab_Latn
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data_files:
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- split: train
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path: data/ngrams/sab_Latn/*.parquet
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---
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# FineWeb-2 NLP
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> Every sentence, paragraph, word, and n-gram from [FineWeb-2](https://huggingface.co/datasets/HuggingFaceFW/fineweb-2),
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> split with language-aware segmentation — **1,
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> from **
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## Table of Contents
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@@ -1031,10 +1031,10 @@ useful units, ready for researchers and practitioners:
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| Type | Rows | What you get |
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|------|------|-------------|
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| **sentences** | 1,
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| **paragraphs** | 31,
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| **words** | 2,
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| **ngrams** |
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Every row traces back to its source document via `doc_id` and `doc_url`, so you can always
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navigate from a sentence or word back to the original web page.
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@@ -1157,7 +1157,7 @@ enq_Latn ████████████ 12,554
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mpm_Latn ████████████ 12,475
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heg_Latn ████████████ 12,471
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cao_Latn ████████████ 12,301
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-
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```
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<details>
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liv_Latn ▓▓▓▓▓▓▓▓▓ 227
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qve_Latn ▓▓▓▓▓▓▓▓ 215
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kzj_Latn ▓▓▓▓▓▓▓▓ 207
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nmf_Latn ▓▓▓▓▓▓▓▓ 204
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plu_Latn ▓▓▓▓▓▓▓▓ 203
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omw_Latn ▓▓▓▓▓▓▓▓ 202
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tnk_Latn ▓▓▓▓▓▓▓ 199
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enq_Latn ▓▓▓▓▓▓▓ 199
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bjp_Latn ▓▓▓▓▓▓▓ 197
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gul_Latn ▓▓▓▓▓▓▓ 197
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wnc_Latn ▓▓▓▓▓▓▓ 197
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-
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nou_Latn ▓▓▓▓▓▓▓ 196
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cto_Latn ▓▓▓▓▓▓▓ 194
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apb_Latn ▓▓▓▓▓▓▓ 192
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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** | **1,
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| **Total paragraphs** | **31,
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| **Total word entries** (per-shard) | **2,
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| **Total n-gram entries** (per-shard) | **
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| **Languages processed** | **
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| **Source documents** | **
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| **Total parquet size** | **
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| Avg sentences per document | 56.7 |
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| Avg paragraphs per document | 1.0 |
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| Avg sentences per paragraph | 54.1 |
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| 27 | `mpm_Latn` | 12,475 | 176 | 2,161 | 501,710 | 176 | 1 | 4.6 MB |
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| 28 | `heg_Latn` | 12,471 | 173 | 4,197 | 452,846 | 173 | 1 | 4.3 MB |
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| 29 | `cao_Latn` | 12,301 | 153 | 8,472 | 318,434 | 153 | 1 | 3.3 MB |
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## How it works
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data_files:
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- split: train
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path: data/ngrams/cao_Latn/*.parquet
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- config_name: sentences-aia_Latn
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data_files:
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- split: train
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path: data/sentences/aia_Latn/*.parquet
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- config_name: paragraphs-aia_Latn
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data_files:
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- split: train
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path: data/paragraphs/aia_Latn/*.parquet
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- config_name: words-aia_Latn
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data_files:
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- split: train
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path: data/words/aia_Latn/*.parquet
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- config_name: ngrams-aia_Latn
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data_files:
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- split: train
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path: data/ngrams/aia_Latn/*.parquet
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- config_name: sentences-arl_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/kas_Deva/*.parquet
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---
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# FineWeb-2 NLP
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> Every sentence, paragraph, word, and n-gram from [FineWeb-2](https://huggingface.co/datasets/HuggingFaceFW/fineweb-2),
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> split with language-aware segmentation — **1,706,499 sentences** across **302 languages**,
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> from **30,080 source documents** — updated continuously.
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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** | 1,706,499 | One row per sentence, with source document ID, URL, and position index |
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| **paragraphs** | 31,532 | One row per paragraph, with sentence count per paragraph |
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| **words** | 2,162,753 | Per-shard word frequency and document frequency tables |
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| **ngrams** | 68,354,739 | Per-shard bigram through 5-gram frequency tables |
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| 1038 |
|
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Every row traces back to its source document via `doc_id` and `doc_url`, so you can always
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navigate from a sentence or word back to the original web page.
|
|
|
|
| 1157 |
mpm_Latn ████████████ 12,475
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| 1158 |
heg_Latn ████████████ 12,471
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cao_Latn ████████████ 12,301
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+
aia_Latn ████████████ 12,203
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```
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<details>
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liv_Latn ▓▓▓▓▓▓▓▓▓ 227
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qve_Latn ▓▓▓▓▓▓▓▓ 215
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kzj_Latn ▓▓▓▓▓▓▓▓ 207
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+
aia_Latn ▓▓▓▓▓▓▓▓ 204
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nmf_Latn ▓▓▓▓▓▓▓▓ 204
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plu_Latn ▓▓▓▓▓▓▓▓ 203
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omw_Latn ▓▓▓▓▓▓▓▓ 202
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tnk_Latn ▓▓▓▓▓▓▓ 199
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enq_Latn ▓▓▓▓▓▓▓ 199
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bjp_Latn ▓▓▓▓▓▓▓ 197
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wnc_Latn ▓▓▓▓▓▓▓ 197
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gul_Latn ▓▓▓▓▓▓▓ 197
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nou_Latn ▓▓▓▓▓▓▓ 196
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trc_Latn ▓▓▓▓▓▓▓ 196
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cto_Latn ▓▓▓▓▓▓▓ 194
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```
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<details>
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| Metric | Value |
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|--------|-------|
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| 1351 |
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| **Total sentences** | **1,706,499** |
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+
| **Total paragraphs** | **31,532** |
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+
| **Total word entries** (per-shard) | **2,162,753** |
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| 1354 |
+
| **Total n-gram entries** (per-shard) | **68,354,739** |
|
| 1355 |
+
| **Languages processed** | **302** |
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| 1356 |
+
| **Source documents** | **30,080** |
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+
| **Total parquet size** | **778.8 MB** |
|
| 1358 |
| Avg sentences per document | 56.7 |
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| 1359 |
| Avg paragraphs per document | 1.0 |
|
| 1360 |
| Avg sentences per paragraph | 54.1 |
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| 1392 |
| 27 | `mpm_Latn` | 12,475 | 176 | 2,161 | 501,710 | 176 | 1 | 4.6 MB |
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| 1393 |
| 28 | `heg_Latn` | 12,471 | 173 | 4,197 | 452,846 | 173 | 1 | 4.3 MB |
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| 1394 |
| 29 | `cao_Latn` | 12,301 | 153 | 8,472 | 318,434 | 153 | 1 | 3.3 MB |
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+
| 30 | `aia_Latn` | 12,203 | 204 | 6,348 | 516,682 | 204 | 1 | 5.3 MB |
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+
| 31 | `arl_Latn` | 12,203 | 131 | 12,989 | 358,703 | 130 | 1 | 4.6 MB |
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+
| 32 | `zpc_Latn` | 12,139 | 174 | 10,034 | 434,443 | 174 | 1 | 5.0 MB |
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| 33 | `mur_Latn` | 12,099 | 185 | 8,251 | 514,904 | 185 | 1 | 5.4 MB |
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+
| 34 | `awb_Latn` | 11,809 | 138 | 12,912 | 337,669 | 138 | 1 | 4.3 MB |
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+
| 35 | `apb_Latn` | 11,752 | 192 | 4,709 | 581,211 | 192 | 1 | 5.7 MB |
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+
| 36 | `ese_Latn` | 11,517 | 108 | 5,386 | 362,302 | 108 | 1 | 4.0 MB |
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| 37 | `caf_Latn` | 11,272 | 173 | 12,521 | 425,869 | 173 | 1 | 4.9 MB |
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| 1403 |
+
| 38 | `kwd_Latn` | 11,236 | 173 | 3,494 | 498,862 | 173 | 1 | 4.8 MB |
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| 39 | `aoi_Latn` | 11,165 | 110 | 16,642 | 382,852 | 110 | 1 | 5.8 MB |
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| 40 | `ptp_Latn` | 10,933 | 189 | 2,508 | 423,732 | 189 | 1 | 3.9 MB |
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| 41 | `cbt_Latn` | 10,887 | 96 | 10,000 | 199,873 | 96 | 1 | 2.7 MB |
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| 42 | `mbl_Latn` | 10,810 | 152 | 3,931 | 338,093 | 152 | 1 | 3.4 MB |
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+
| 43 | `chf_Latn` | 10,636 | 183 | 7,941 | 435,003 | 183 | 1 | 4.4 MB |
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| 44 | `tll_Latn` | 10,484 | 172 | 18,849 | 460,519 | 172 | 1 | 5.5 MB |
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| 45 | `lbb_Latn` | 10,421 | 176 | 3,158 | 406,230 | 176 | 1 | 3.7 MB |
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| 46 | `kyf_Latn` | 10,301 | 165 | 5,192 | 420,006 | 165 | 1 | 4.1 MB |
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| 1412 |
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| 47 | `akb_Latn` | 10,214 | 176 | 21,102 | 556,982 | 174 | 1 | 6.4 MB |
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| 48 | `otm_Latn` | 10,146 | 166 | 6,045 | 468,381 | 166 | 1 | 4.5 MB |
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+
| 49 | `nhg_Latn` | 10,102 | 157 | 10,994 | 348,960 | 157 | 1 | 4.3 MB |
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| 1415 |
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| 50 | `wbp_Latn` | 9,408 | 105 | 15,766 | 264,848 | 105 | 1 | 3.9 MB |
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+
| 51 | `eve_Cyrl` | 9,376 | 140 | 35,699 | 332,275 | 134 | 1 | 6.8 MB |
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| 52 | `kqc_Latn` | 9,311 | 172 | 3,944 | 407,855 | 172 | 1 | 3.8 MB |
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| 1418 |
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| 53 | `qxr_Latn` | 9,200 | 163 | 16,160 | 267,835 | 163 | 1 | 3.7 MB |
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| 1419 |
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| 54 | `snn_Latn` | 9,153 | 127 | 7,635 | 364,106 | 127 | 1 | 4.2 MB |
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| 55 | `nuy_Latn` | 9,136 | 110 | 11,392 | 246,880 | 110 | 1 | 3.7 MB |
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| 56 | `bkq_Latn` | 9,076 | 144 | 9,425 | 243,397 | 144 | 1 | 3.0 MB |
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| 57 | `cta_Latn` | 9,006 | 137 | 1,898 | 433,825 | 137 | 1 | 4.3 MB |
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| 1423 |
+
| 58 | `ame_Latn` | 8,825 | 118 | 14,428 | 333,192 | 114 | 1 | 4.2 MB |
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| 1424 |
+
| 59 | `kbc_Latn` | 8,775 | 141 | 8,568 | 401,632 | 141 | 1 | 4.3 MB |
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| 1425 |
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| 60 | `kas_Deva` | 8,771 | 114 | 23,184 | 782,322 | 99 | 1 | 8.7 MB |
|
| 1426 |
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| 1427 |
## How it works
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data/ngrams/aia_Latn/0000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:30d465b1f6e70f246a2db9969330cef08e53e189fc13ec9a2eddcae69c9c1920
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size 4733830
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data/paragraphs/aia_Latn/0000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:826d3d9cae1b886c1fda2a712e3ffbcb8cad3d1f7d03784d89a350a8357e4de8
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size 405729
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data/sentences/aia_Latn/0000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:e821129b5bdf8a3db88465d4b4450f9f38f8d062e63c2f811d6625c182eda75e
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size 360267
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data/words/aia_Latn/0000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:dd6223c807f8398bd4afa15fad7e3e7d4083cfd1e16caa60c28e72d87c0e8be0
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size 32500
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stats.csv
CHANGED
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@@ -300,3 +300,4 @@ rav_Deva,rav,0,200,8201,200,2420,384869,3761504,2026-04-14T21:24:44Z
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nmf_Latn,nmf,0,201,8069,204,25126,354670,5060255,2026-04-14T21:25:12Z
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| 301 |
qve_Latn,qve,0,205,14456,215,22668,399630,6153817,2026-04-14T21:25:39Z
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| 302 |
plu_Latn,plu,0,203,13216,203,9147,322055,3798212,2026-04-14T21:26:02Z
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nmf_Latn,nmf,0,201,8069,204,25126,354670,5060255,2026-04-14T21:25:12Z
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qve_Latn,qve,0,205,14456,215,22668,399630,6153817,2026-04-14T21:25:39Z
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| 302 |
plu_Latn,plu,0,203,13216,203,9147,322055,3798212,2026-04-14T21:26:02Z
|
| 303 |
+
aia_Latn,aia,0,204,12203,204,6348,516682,5532326,2026-04-14T21:26:33Z
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