a2B: reproducible seed, public benchmarks, benchmark.py
Browse files- README.md +60 -20
- benchmark.py +124 -0
- ties.json +1 -1
- tokenizer.json +124 -124
- tokenizer.model +2 -2
README.md
CHANGED
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@@ -59,23 +59,59 @@ See [Tied rows](#tied-rows) for what is shipped to help a model learn them as on
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## Measured
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-
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against morpheme segmentations derived from finite-state analyses of the same sources:
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### Special tokens
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@@ -95,7 +131,7 @@ Note the ChatML split: `<|im_end|>` terminates a *turn*, `<|eos|>` terminates a
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### Tied rows
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`ties.json` maps 1,
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Vowel harmony makes these variants of one morpheme,
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so initialising their embeddings from a shared base gives the model the paradigm for free rather than making it discover the relationship from data.
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@@ -106,8 +142,8 @@ This is an initialisation aid, not part of tokenization, nothing reads it automa
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The vocabulary is overfitted well past its target size and then **selected down**,
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with a declared Hungarian lexicon deciding what survives:
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1. **Seed** - 32,
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1,000 capitalised forms,
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2. **Overfit** - a large Unigram vocabulary is trained on the corpus.
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3. **Evict** - any piece that is a regular inflection of a declared headword is removed. `okát` is not a row; `ok` and `át` are.
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4. **Spare** - an eviction is reversed if the word would then segment worse than its morphology says it should.
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@@ -123,7 +159,7 @@ Plus small code and mathematics slices, so that technical text does not fall bac
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- **Coverage, not rules, sets the floor.** A stem outside the 28,000-stem seed can still be mis-split,
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and an alternating stem can lose on score: `művek` cuts as `mű` + `vek` where morphology says `műv` + `ek`.
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- **Compound seams come from a declared lexicon**, so a compound absent from it gets no guaranteed seam.
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- **Cased entity handling is partial.**
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- **Two losses are declared, not accidental.** Metaspace writes the word mark as
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U+2581, so a literal U+2581 in the input is indistinguishable from a space. The
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tokenizer declares a `Replace(U+2581, " ")` normalizer ahead of Metaspace, which
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- **[hunmorph-foma](https://github.com/r0ller/hunmorph-foma)** - BSD-2-Clause,
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(c) 2016 r0ller. Finite-state transducers that analysed corpus words into lemma
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plus tags, bootstrapping the segmentation this vocabulary is scored against.
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The tokenizer itself is Apache-2.0.
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## Measured
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Every number below is reproducible from public artifacts by `benchmark.py` in this repository:
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```
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pip install transformers datasets
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python benchmark.py
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```
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It reads a pinned UniMorph commit, five Hugging Face datasets at a fixed document count, and five
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published tokenizers. Nothing from the pipeline that produced this vocabulary is involved.
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### Paradigm sharing
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The property this vocabulary is built for. On [UniMorph Hungarian](https://github.com/unimorph/hun)
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(first 20,000 lemmas in file order: 19,424 lemmas, 1,014,882 lemma/form pairs):
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| tokenizer | vocab | **one stem row + suffixes** | prefix kept | lemma is one token | tokens/form |
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|---|---|---|---|---|---|
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| **picur/picur-tokenizer** | 49,152 | **44.1%** | **72.4%** | **54.3%** | 3.04 |
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| NYTK/PULI-GPT-3SX | 50,000 | 24.5% | 54.9% | 38.5% | 2.98 |
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| SZTAKI-HLT/hubert-base-cc | 32,001 | 23.6% | 55.5% | 28.1% | 3.07 |
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| FacebookAI/xlm-roberta-base | 250,002 | 10.8% | 60.4% | 12.8% | 3.66 |
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| Qwen/Qwen3-8B | 151,643 | 2.0% | 54.9% | 3.1% | 5.29 |
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**one stem row + suffixes** asks both halves of the question at once: the lemma is a SINGLE row,
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*and* its inflected form begins with that row. So every mention of the word teaches one embedding.
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Neither half can be won on its own. Cutting everything small satisfies `prefix kept` and destroys
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`lemma is one token` -- that is the Qwen row, 54.9% and 2.0%. Swallowing whole inflected forms does
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the reverse. Only the conjunction says a paradigm shares a row, and it does so at the same token
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cost per form as the closest baseline.
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### Fertility
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Characters a token buys, on the first 2,000 documents of each dataset:
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| corpus | picur | PULI-GPT-3SX | huBERT | XLM-R | Qwen3 |
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|---|---|---|---|---|---|
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| `lazos/gutenberg-hu` | 3.761 | **4.050** | 3.915 | 3.381 | 2.417 |
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| `lazos/gazette-hu` | 2.959 | **3.808** | 3.665 | 3.392 | 1.997 |
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| `SZTAKI-HLT/HunSum-2-abstractive` | 3.988 | **4.544** | 4.487 | 3.803 | 2.367 |
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| `open-web-math/open-web-math` | **2.923** | 2.394 | 2.385 | 3.412 | 3.669 |
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| `bigcode/starcoderdata` (python) | **2.465** | 1.721 | 2.454 | 3.205 | 4.121 |
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**On Hungarian prose the two Hungarian baselines beat this tokenizer, and that is the trade, not a
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defect.** PULI buys more characters per token by keeping `házakban` as one row; this vocabulary
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spends an extra token to cut it into `▁ház` `ak` `ban`, and gets the paradigm table above in
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return. A model reading 4% fewer tokens that has to learn `ház` four times over has not come out
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ahead.
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Where the comparison is not about Hungarian morphology it inverts: on mathematics and code this
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vocabulary beats both Hungarian baselines, because a slice of each was in the fit corpus so
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technical text does not fall back to bytes. Qwen wins those outright, as an English-first
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tokenizer should.
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### Special tokens
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### Tied rows
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`ties.json` maps 1,353 allomorph rows onto the one row a model should learn first: `ban` -> `ben`, `höz` -> `hoz`, across 100 suffix families.
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Vowel harmony makes these variants of one morpheme,
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so initialising their embeddings from a shared base gives the model the paradigm for free rather than making it discover the relationship from data.
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The vocabulary is overfitted well past its target size and then **selected down**,
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with a declared Hungarian lexicon deciding what survives:
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1. **Seed** - 32,888 pieces required up front: 28,000 frequent stems, 1,000 named entities,
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1,000 capitalised forms, 432 suffixes, 2,005 alternating stems and 448 programming keywords.
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2. **Overfit** - a large Unigram vocabulary is trained on the corpus.
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3. **Evict** - any piece that is a regular inflection of a declared headword is removed. `okát` is not a row; `ok` and `át` are.
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4. **Spare** - an eviction is reversed if the word would then segment worse than its morphology says it should.
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- **Coverage, not rules, sets the floor.** A stem outside the 28,000-stem seed can still be mis-split,
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and an alternating stem can lose on score: `művek` cuts as `mű` + `vek` where morphology says `műv` + `ek`.
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- **Compound seams come from a declared lexicon**, so a compound absent from it gets no guaranteed seam.
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- **Cased entity handling is partial.** 1,000 capitalised forms are seeded; beyond those, capitalisation costs a row.
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- **Two losses are declared, not accidental.** Metaspace writes the word mark as
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U+2581, so a literal U+2581 in the input is indistinguishable from a space. The
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tokenizer declares a `Replace(U+2581, " ")` normalizer ahead of Metaspace, which
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- **[hunmorph-foma](https://github.com/r0ller/hunmorph-foma)** - BSD-2-Clause,
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(c) 2016 r0ller. Finite-state transducers that analysed corpus words into lemma
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plus tags, bootstrapping the segmentation this vocabulary is scored against.
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- **[UniMorph Hungarian](https://github.com/unimorph/hun)** - CC BY-SA 3.0, derived
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from English Wiktionary. Used by `benchmark.py` only: it is scored against and
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never built from, which is what makes the paradigm table above independent of
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everything that produced the vocabulary.
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The tokenizer itself is Apache-2.0.
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benchmark.py
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"""Reproduce the tables in this model card.
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pip install transformers datasets
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python benchmark.py # both tables
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python benchmark.py paradigms # UniMorph only
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python benchmark.py fertility # corpora only
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Everything it reads is public and pinned: a UniMorph commit, five Hugging Face datasets at a fixed
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document count, and five published tokenizers. No part of the pipeline that produced this
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vocabulary is involved, which is the point -- the numbers are meant to be checkable by someone who
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has never seen it.
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"""
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import re
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import sys
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import unicodedata
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import urllib.request
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from collections import defaultdict
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from datasets import load_dataset
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from transformers import AutoTokenizer
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TOKENIZERS = (
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"picur/picur-tokenizer",
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"NYTK/PULI-GPT-3SX",
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"SZTAKI-HLT/hubert-base-cc",
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"Qwen/Qwen3-8B",
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"FacebookAI/xlm-roberta-base",
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)
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UNIMORPH = ("https://raw.githubusercontent.com/unimorph/hun/"
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"20d5e04211bbab3dd689c99637356a8eab7c5fd7/hun")
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LEMMAS = 20_000
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CORPORA = (
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("lazos/gutenberg-hu", None, "data", "text"),
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("lazos/gazette-hu", None, "data", "text"),
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("SZTAKI-HLT/HunSum-2-abstractive", None, "data", "article"),
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("open-web-math/open-web-math", None, "data", "text"),
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("bigcode/starcoderdata", "python", None, "content"),
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)
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DOCUMENTS = 2_000
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MIN_CHARS = 200
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WORD = re.compile(r"\w+", re.UNICODE)
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def load():
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found = {}
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for name in TOKENIZERS:
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try:
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found[name] = AutoTokenizer.from_pretrained(name)
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except Exception as error: # a gated model is skipped, not fatal
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print(f"skip {name}: {type(error).__name__}", file=sys.stderr)
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return found
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def paradigms():
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"""Does an inflected form begin with its lemma, and is that lemma a single row?"""
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with urllib.request.urlopen(UNIMORPH, timeout=120) as handle:
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raw = handle.read().decode("utf-8")
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table = defaultdict(list)
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for line in raw.splitlines():
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parts = line.split("\t")
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if len(parts) < 3 or not parts[0] or not parts[1]:
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continue
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if len(table) >= LEMMAS and parts[0] not in table:
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continue
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if parts[1] != parts[0]:
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table[parts[0]].append(parts[1])
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pairs = sum(len(v) for v in table.values())
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print(f"\nUniMorph hun: {len(table):,} lemmas, {pairs:,} lemma/form pairs")
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print(f"{'tokenizer':32s} {'stem row':>9s} {'prefix':>8s} {'lemma=1':>8s} {'tok/form':>9s}")
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for name, tok in load().items():
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cache = {}
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+
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def cut(word, tok=tok, cache=cache):
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if word not in cache:
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cache[word] = tuple(tok.tokenize(" " + word))
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return cache[word]
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+
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rows = shared = whole = cost = 0
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for lemma, forms in table.items():
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head = cut(lemma)
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entire = len(head) == 1
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whole += entire
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for form in forms:
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piece = cut(form)
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keeps = len(piece) >= len(head) and piece[:len(head)] == head
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shared += keeps
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rows += keeps and entire
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cost += len(piece)
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print(f"{name:32s} {rows/pairs:8.1%} {shared/pairs:8.1%} "
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f"{whole/len(table):8.1%} {cost/pairs:9.2f}")
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+
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+
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def fertility():
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"""Characters a token buys, on a fixed prefix of each dataset."""
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loaded = load()
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for repo, config, folder, column in CORPORA:
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stream = load_dataset(repo, config, data_dir=folder, split="train", streaming=True)
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texts = []
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for row in stream:
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text = (row.get(column) or "").strip()
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if len(text) >= MIN_CHARS:
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texts.append(unicodedata.normalize("NFC", text))
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if len(texts) >= DOCUMENTS:
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break
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chars = sum(map(len, texts))
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words = [w for t in texts for w in WORD.findall(t)]
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print(f"\n{repo} {len(texts):,} documents, {chars/1e6:.2f} Mchar")
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for name, tok in loaded.items():
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total = sum(len(tok.encode(t, add_special_tokens=False)) for t in texts)
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cost = {w: len(tok.encode(" " + w, add_special_tokens=False)) for w in set(words)}
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counts = [cost[w] for w in words]
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print(f" {name:32s} {chars/total:6.3f} chars/token "
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f"{sum(counts)/len(counts):4.2f} pieces/word "
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f"{sum(n >= 4 for n in counts)/len(counts):5.1%} need 4+")
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+
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if __name__ == "__main__":
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wanted = sys.argv[1] if len(sys.argv) > 1 else "all"
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if wanted in ("all", "paradigms"):
|
| 122 |
+
paradigms()
|
| 123 |
+
if wanted in ("all", "fertility"):
|
| 124 |
+
fertility()
|
ties.json
CHANGED
|
@@ -1 +1 @@
|
|
| 1 |
-
{"832": 289, "881": 1507, "1036": 363, "1430": 33281, "1464": 1264, "1836": 1427, "2002": 1427, "2104": 1610, "2127": 555, "2927": 393, "3073": 868, "3300": 2543, "3573": 2520, "3776": 555, "3946": 555, "4080": 2826, "4085": 1264, "4229": 6547, "4580": 2257, "4651": 1023, "4834": 3774, "4882": 3546, "5204": 5108, "5573": 44976, "5643": 4760, "5992": 4828, "6110": 2826, "6128": 621, "6391": 1722, "6717": 1264, "6760": 4760, "7534": 345, "7739": 2210, "8006": 3268, "8129": 4590, "8315": 5640, "8488": 2197, "8640": 7439, "8724": 3063, "8833": 6105, "8900": 4167, "8903": 8646, "9102": 594, "9173": 7271, "9395": 7952, "9452": 5057, "9502": 5143, "9509": 1127, "9521": 1388, "9662": 6302, "9816": 8646, "9893": 1678, "10073": 2281, "10210": 7343, "10307": 8042, "10433": 8646, "10434": 5423, "10527": 10361, "10628": 1989, "10671": 723, "10879": 8898, "10937": 5128, "11113": 2126, "11506": 2102, "11582": 9473, "11618": 2826, "11882": 4760, "12155": 4986, "12475": 6823, "12527": 17365, "12687": 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48630, "49086": 36922, "49090": 43635, "49091": 29985, "49094": 29483, "49095": 48707, "49096": 49007, "49102": 48745, "49103": 48774, "49104": 47139, "49107": 48930, "49108": 48336, "49109": 31950, "49114": 48822, "49115": 48902, "49119": 48927, "49132": 48955, "49137": 49138, "49143": 31423, "49145": 32603, "49146": 30977, "49151": 49148}
|
tokenizer.json
CHANGED
|
@@ -4815,10 +4815,6 @@
|
|
| 4815 |
"El",
|
| 4816 |
-9.42580795288086
|
| 4817 |
],
|
| 4818 |
-
[
|
| 4819 |
-
"tt",
|
| 4820 |
-
-9.42664909362793
|
| 4821 |
-
],
|
| 4822 |
[
|
| 4823 |
"son",
|
| 4824 |
-9.426764488220217
|
|
@@ -24003,6 +23999,10 @@
|
|
| 24003 |
"▁mögé",
|
| 24004 |
-11.24395751953125
|
| 24005 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 24006 |
[
|
| 24007 |
"▁harag",
|
| 24008 |
-11.244222640991213
|
|
@@ -24215,6 +24215,10 @@
|
|
| 24215 |
"ille",
|
| 24216 |
-11.251391410827637
|
| 24217 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 24218 |
[
|
| 24219 |
"ern",
|
| 24220 |
-11.251664161682127
|
|
@@ -34187,6 +34191,10 @@
|
|
| 34187 |
"▁biztosíték",
|
| 34188 |
-11.594255447387695
|
| 34189 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 34190 |
[
|
| 34191 |
"▁matematika",
|
| 34192 |
-11.594395637512209
|
|
@@ -34571,6 +34579,10 @@
|
|
| 34571 |
"▁equations",
|
| 34572 |
-11.60633659362793
|
| 34573 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 34574 |
[
|
| 34575 |
"▁báb",
|
| 34576 |
-11.606508255004885
|
|
@@ -35471,6 +35483,10 @@
|
|
| 35471 |
"▁lapos",
|
| 35472 |
-11.629714012145996
|
| 35473 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 35474 |
[
|
| 35475 |
"▁stílusú",
|
| 35476 |
-11.62983512878418
|
|
@@ -43291,10 +43307,6 @@
|
|
| 43291 |
"▁kór",
|
| 43292 |
-11.832013130187988
|
| 43293 |
],
|
| 43294 |
-
[
|
| 43295 |
-
"▁Sokan",
|
| 43296 |
-
-11.832051277160645
|
| 43297 |
-
],
|
| 43298 |
[
|
| 43299 |
"▁bánat",
|
| 43300 |
-11.832143783569336
|
|
@@ -44575,6 +44587,10 @@
|
|
| 44575 |
"ablak",
|
| 44576 |
-11.864163398742676
|
| 44577 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 44578 |
[
|
| 44579 |
"papír",
|
| 44580 |
-11.86447811126709
|
|
@@ -48139,6 +48155,10 @@
|
|
| 48139 |
"▁merész",
|
| 48140 |
-11.943978309631348
|
| 48141 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 48142 |
[
|
| 48143 |
"segít",
|
| 48144 |
-11.944091796875
|
|
@@ -49899,6 +49919,10 @@
|
|
| 49899 |
"▁füzet",
|
| 49900 |
-11.98135471343994
|
| 49901 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 49902 |
[
|
| 49903 |
"Cache",
|
| 49904 |
-11.981419563293455
|
|
@@ -49991,6 +50015,10 @@
|
|
| 49991 |
"▁keresztyén",
|
| 49992 |
-11.983893394470217
|
| 49993 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 49994 |
[
|
| 49995 |
"dj",
|
| 49996 |
-11.983988761901855
|
|
@@ -63099,10 +63127,6 @@
|
|
| 63099 |
"▁Sto",
|
| 63100 |
-12.2269868850708
|
| 63101 |
],
|
| 63102 |
-
[
|
| 63103 |
-
"▁felvet",
|
| 63104 |
-
-12.226998329162598
|
| 63105 |
-
],
|
| 63106 |
[
|
| 63107 |
"▁Újabb",
|
| 63108 |
-12.227142333984377
|
|
@@ -73639,6 +73663,10 @@
|
|
| 73639 |
"▁problémákkal",
|
| 73640 |
-12.390637397766112
|
| 73641 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 73642 |
[
|
| 73643 |
"▁Közlönyben",
|
| 73644 |
-12.390740394592283
|
|
@@ -81451,10 +81479,6 @@
|
|
| 81451 |
"▁kiadásának",
|
| 81452 |
-12.500760078430176
|
| 81453 |
],
|
| 81454 |
-
[
|
| 81455 |
-
"▁kivet",
|
| 81456 |
-
-12.500771522521973
|
| 81457 |
-
],
|
| 81458 |
[
|
| 81459 |
"tornyot",
|
| 81460 |
-12.500781059265137
|
|
@@ -83303,6 +83327,10 @@
|
|
| 83303 |
"▁pajtás",
|
| 83304 |
-12.52593994140625
|
| 83305 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 83306 |
[
|
| 83307 |
"▁ph",
|
| 83308 |
-12.526006698608398
|
|
@@ -88451,10 +88479,6 @@
|
|
| 88451 |
"▁mosó",
|
| 88452 |
-12.59128189086914
|
| 88453 |
],
|
| 88454 |
-
[
|
| 88455 |
-
"tta",
|
| 88456 |
-
-12.591323852539062
|
| 88457 |
-
],
|
| 88458 |
[
|
| 88459 |
"állású",
|
| 88460 |
-12.591341018676758
|
|
@@ -90623,6 +90647,10 @@
|
|
| 90623 |
"▁Rezső",
|
| 90624 |
-12.619868278503418
|
| 90625 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 90626 |
[
|
| 90627 |
"▁session",
|
| 90628 |
-12.619983673095703
|
|
@@ -92951,10 +92979,6 @@
|
|
| 92951 |
"dátum",
|
| 92952 |
-12.648262977600098
|
| 92953 |
],
|
| 92954 |
-
[
|
| 92955 |
-
"vei",
|
| 92956 |
-
-12.648449420928957
|
| 92957 |
-
],
|
| 92958 |
[
|
| 92959 |
"▁bájos",
|
| 92960 |
-12.648475646972656
|
|
@@ -100511,10 +100535,6 @@
|
|
| 100511 |
"juttat",
|
| 100512 |
-12.739002227783203
|
| 100513 |
],
|
| 100514 |
-
[
|
| 100515 |
-
"▁levet",
|
| 100516 |
-
-12.739108085632324
|
| 100517 |
-
],
|
| 100518 |
[
|
| 100519 |
"ettél",
|
| 100520 |
-12.739171981811523
|
|
@@ -102795,6 +102815,10 @@
|
|
| 102795 |
"▁fejlődéséhez",
|
| 102796 |
-12.766057014465332
|
| 102797 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 102798 |
[
|
| 102799 |
"▁nad",
|
| 102800 |
-12.76621913909912
|
|
@@ -104299,6 +104323,10 @@
|
|
| 104299 |
"átalány",
|
| 104300 |
-12.784199714660645
|
| 104301 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 104302 |
[
|
| 104303 |
"geo",
|
| 104304 |
-12.78428840637207
|
|
@@ -105435,6 +105463,18 @@
|
|
| 105435 |
"öblö",
|
| 105436 |
-12.796637535095217
|
| 105437 |
],
|
|
|
|
|
|
|
|
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|
|
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|
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|
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|
|
|
|
|
| 105438 |
[
|
| 105439 |
"▁polgárság",
|
| 105440 |
-12.796771049499512
|
|
@@ -105443,14 +105483,42 @@
|
|
| 105443 |
"▁deficit",
|
| 105444 |
-12.796833038330078
|
| 105445 |
],
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
| 105446 |
[
|
| 105447 |
"▁pleisztocén",
|
| 105448 |
-12.797074317932127
|
| 105449 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 105450 |
[
|
| 105451 |
"▁helyesbít",
|
| 105452 |
-12.797161102294922
|
| 105453 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 105454 |
[
|
| 105455 |
"▁ler",
|
| 105456 |
-12.797283411026
|
|
@@ -107579,10 +107647,6 @@
|
|
| 107579 |
"▁sch",
|
| 107580 |
-12.899477243423462
|
| 107581 |
],
|
| 107582 |
-
[
|
| 107583 |
-
"Hercegovina",
|
| 107584 |
-
-12.899508476257324
|
| 107585 |
-
],
|
| 107586 |
[
|
| 107587 |
"▁kegyelet",
|
| 107588 |
-12.899538040161133
|
|
@@ -109915,10 +109979,6 @@
|
|
| 109915 |
"▁élvező",
|
| 109916 |
-12.992772102355955
|
| 109917 |
],
|
| 109918 |
-
[
|
| 109919 |
-
"▁veszte",
|
| 109920 |
-
-12.992941856384276
|
| 109921 |
-
],
|
| 109922 |
[
|
| 109923 |
"▁kvalitatív",
|
| 109924 |
-12.993864059448242
|
|
@@ -110439,6 +110499,10 @@
|
|
| 110439 |
"▁hárs",
|
| 110440 |
-13.013855934143066
|
| 110441 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 110442 |
[
|
| 110443 |
"▁foszt",
|
| 110444 |
-13.013909339904783
|
|
@@ -111795,6 +111859,10 @@
|
|
| 111795 |
"▁közalapítvány",
|
| 111796 |
-13.075096130371094
|
| 111797 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 111798 |
[
|
| 111799 |
"▁stimmel",
|
| 111800 |
-13.075130462646484
|
|
@@ -117179,10 +117247,6 @@
|
|
| 117179 |
"▁paradox",
|
| 117180 |
-13.302289009094238
|
| 117181 |
],
|
| 117182 |
-
[
|
| 117183 |
-
"ttek",
|
| 117184 |
-
-13.30243682861328
|
| 117185 |
-
],
|
| 117186 |
[
|
| 117187 |
"▁önrendelkezés",
|
| 117188 |
-13.303096771240234
|
|
@@ -119775,10 +119839,6 @@
|
|
| 119775 |
"▁önköltség",
|
| 119776 |
-13.416337013244627
|
| 119777 |
],
|
| 119778 |
-
[
|
| 119779 |
-
"Mell",
|
| 119780 |
-
-13.416596412658691
|
| 119781 |
-
],
|
| 119782 |
[
|
| 119783 |
"▁albizottság",
|
| 119784 |
-13.4166841506958
|
|
@@ -125859,10 +125919,6 @@
|
|
| 125859 |
"Shaw",
|
| 125860 |
-13.706841468811035
|
| 125861 |
],
|
| 125862 |
-
[
|
| 125863 |
-
"tték",
|
| 125864 |
-
-13.70687198638916
|
| 125865 |
-
],
|
| 125866 |
[
|
| 125867 |
"▁kormánykoalíció",
|
| 125868 |
-13.706917762756348
|
|
@@ -128235,6 +128291,10 @@
|
|
| 128235 |
"▁mikroprocesszor",
|
| 128236 |
-13.830272674560549
|
| 128237 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 128238 |
[
|
| 128239 |
"▁gyógyíthatatlan",
|
| 128240 |
-13.830327987670898
|
|
@@ -128447,10 +128507,6 @@
|
|
| 128447 |
"▁harcjármű",
|
| 128448 |
-13.841219902038574
|
| 128449 |
],
|
| 128450 |
-
[
|
| 128451 |
-
"ttem",
|
| 128452 |
-
-13.841318130493164
|
| 128453 |
-
],
|
| 128454 |
[
|
| 128455 |
"▁lott",
|
| 128456 |
-13.841564416885376
|
|
@@ -131383,6 +131439,10 @@
|
|
| 131383 |
"▁pon",
|
| 131384 |
-14.188208818435667
|
| 131385 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 131386 |
[
|
| 131387 |
"▁п",
|
| 131388 |
-14.190243005752563
|
|
@@ -132623,6 +132683,10 @@
|
|
| 132623 |
"▁Policy",
|
| 132624 |
-14.479191064834597
|
| 132625 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 132626 |
[
|
| 132627 |
"▁metszés",
|
| 132628 |
-14.48103165626526
|
|
@@ -140735,10 +140799,6 @@
|
|
| 140735 |
"▁packet",
|
| 140736 |
-15.4236261844635
|
| 140737 |
],
|
| 140738 |
-
[
|
| 140739 |
-
"▁Found",
|
| 140740 |
-
-15.424251794815063
|
| 140741 |
-
],
|
| 140742 |
[
|
| 140743 |
"▁Lám",
|
| 140744 |
-15.42477250099182
|
|
@@ -143171,10 +143231,6 @@
|
|
| 143171 |
"▁kedvű",
|
| 143172 |
-15.632192850112917
|
| 143173 |
],
|
| 143174 |
-
[
|
| 143175 |
-
"vük",
|
| 143176 |
-
-15.632896900177002
|
| 143177 |
-
],
|
| 143178 |
[
|
| 143179 |
"▁uszodá",
|
| 143180 |
-15.63322377204895
|
|
@@ -148599,10 +148655,6 @@
|
|
| 148599 |
"▁légies",
|
| 148600 |
-16.631510257720947
|
| 148601 |
],
|
| 148602 |
-
[
|
| 148603 |
-
"vön",
|
| 148604 |
-
-16.632763385772705
|
| 148605 |
-
],
|
| 148606 |
[
|
| 148607 |
"▁apród",
|
| 148608 |
-16.63312005996704
|
|
@@ -156399,6 +156451,10 @@
|
|
| 156399 |
"▁elnöklet",
|
| 156400 |
-18.661882400512695
|
| 156401 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 156402 |
[
|
| 156403 |
"▁titkosság",
|
| 156404 |
-18.664186477661133
|
|
@@ -160283,10 +160339,6 @@
|
|
| 160283 |
"……",
|
| 160284 |
-19.37184715270996
|
| 160285 |
],
|
| 160286 |
-
[
|
| 160287 |
-
"▁szórakozta",
|
| 160288 |
-
-19.371954917907715
|
| 160289 |
-
],
|
| 160290 |
[
|
| 160291 |
"▁őszül",
|
| 160292 |
-19.372026443481445
|
|
@@ -164375,10 +164427,6 @@
|
|
| 164375 |
"▁becsületesség",
|
| 164376 |
-19.964774131774902
|
| 164377 |
],
|
| 164378 |
-
[
|
| 164379 |
-
"▁foglalkozta",
|
| 164380 |
-
-19.9653377532959
|
| 164381 |
-
],
|
| 164382 |
[
|
| 164383 |
"▁szende",
|
| 164384 |
-19.96594524383545
|
|
@@ -167811,10 +167859,6 @@
|
|
| 167811 |
"▁vértanúság",
|
| 167812 |
-20.43210220336914
|
| 167813 |
],
|
| 167814 |
-
[
|
| 167815 |
-
"▁öltözte",
|
| 167816 |
-
-20.43240451812744
|
| 167817 |
-
],
|
| 167818 |
[
|
| 167819 |
"▁beltér",
|
| 167820 |
-20.43252944946289
|
|
@@ -169011,10 +169055,6 @@
|
|
| 169011 |
"▁kisbetűs",
|
| 169012 |
-20.602667808532715
|
| 169013 |
],
|
| 169014 |
-
[
|
| 169015 |
-
"▁párosodás",
|
| 169016 |
-
-20.60340118408203
|
| 169017 |
-
],
|
| 169018 |
[
|
| 169019 |
"▁etnikumú",
|
| 169020 |
-20.603835105895996
|
|
@@ -175335,10 +175375,6 @@
|
|
| 175335 |
"▁Helyzet",
|
| 175336 |
-21.490195274353027
|
| 175337 |
],
|
| 175338 |
-
[
|
| 175339 |
-
"▁kamatozta",
|
| 175340 |
-
-21.49085807800293
|
| 175341 |
-
],
|
| 175342 |
[
|
| 175343 |
"▁modernizál",
|
| 175344 |
-21.490891456604004
|
|
@@ -175815,10 +175851,6 @@
|
|
| 175815 |
"▁szezonzáró",
|
| 175816 |
-21.556296348571777
|
| 175817 |
],
|
| 175818 |
-
[
|
| 175819 |
-
"▁káprázta",
|
| 175820 |
-
-21.55659770965576
|
| 175821 |
-
],
|
| 175822 |
[
|
| 175823 |
"▁nyelvtanuló",
|
| 175824 |
-21.557196617126465
|
|
@@ -176659,10 +176691,6 @@
|
|
| 176659 |
"▁táncszínház",
|
| 176660 |
-21.6918363571167
|
| 176661 |
],
|
| 176662 |
-
[
|
| 176663 |
-
"▁nyilatkozn",
|
| 176664 |
-
-21.69204354286194
|
| 176665 |
-
],
|
| 176666 |
[
|
| 176667 |
"▁ötletgazda",
|
| 176668 |
-21.692448616027832
|
|
@@ -180171,10 +180199,6 @@
|
|
| 180171 |
"▁lévita",
|
| 180172 |
-22.398947715759277
|
| 180173 |
],
|
| 180174 |
-
[
|
| 180175 |
-
"▁emlékkö",
|
| 180176 |
-
-22.3998384475708
|
| 180177 |
-
],
|
| 180178 |
[
|
| 180179 |
"▁gázelosztó",
|
| 180180 |
-22.40288543701172
|
|
@@ -182287,10 +182311,6 @@
|
|
| 182287 |
"▁nyugodalm",
|
| 182288 |
-22.94628143310547
|
| 182289 |
],
|
| 182290 |
-
[
|
| 182291 |
-
"▁mérkőzhe",
|
| 182292 |
-
-22.947246551513672
|
| 182293 |
-
],
|
| 182294 |
[
|
| 182295 |
"▁sárgásfehér",
|
| 182296 |
-22.94734477996826
|
|
@@ -184979,10 +184999,6 @@
|
|
| 184979 |
"▁zárvatermő",
|
| 184980 |
-23.895301818847656
|
| 184981 |
],
|
| 184982 |
-
[
|
| 184983 |
-
"▁közjav",
|
| 184984 |
-
-23.89534568786621
|
| 184985 |
-
],
|
| 184986 |
[
|
| 184987 |
"▁dumping",
|
| 184988 |
-23.896888494491577
|
|
@@ -185231,10 +185247,6 @@
|
|
| 185231 |
"▁klikk",
|
| 185232 |
-24.020570278167725
|
| 185233 |
],
|
| 185234 |
-
[
|
| 185235 |
-
"▁nanocsö",
|
| 185236 |
-
-24.021580696105957
|
| 185237 |
-
],
|
| 185238 |
[
|
| 185239 |
"▁villog",
|
| 185240 |
-24.02237629890442
|
|
@@ -189783,10 +189795,6 @@
|
|
| 189783 |
"▁nagyérdemű",
|
| 189784 |
-27.71691608428955
|
| 189785 |
],
|
| 189786 |
-
[
|
| 189787 |
-
"▁számkivet",
|
| 189788 |
-
-27.72173118591309
|
| 189789 |
-
],
|
| 189790 |
[
|
| 189791 |
"▁szemantika",
|
| 189792 |
-27.72935438156128
|
|
@@ -190479,6 +190487,10 @@
|
|
| 190479 |
"▁vetkőz",
|
| 190480 |
-28.36702013015747
|
| 190481 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 190482 |
[
|
| 190483 |
"▁brácsá",
|
| 190484 |
-28.372023582458496
|
|
@@ -191331,10 +191343,6 @@
|
|
| 191331 |
"▁ágostai",
|
| 191332 |
-29.238428592681885
|
| 191333 |
],
|
| 191334 |
-
[
|
| 191335 |
-
"▁támolyg",
|
| 191336 |
-
-29.2506000995636
|
| 191337 |
-
],
|
| 191338 |
[
|
| 191339 |
"▁pubertás",
|
| 191340 |
-29.259851455688477
|
|
@@ -191711,10 +191719,6 @@
|
|
| 191711 |
"▁csurgó",
|
| 191712 |
-29.53585386276245
|
| 191713 |
],
|
| 191714 |
-
[
|
| 191715 |
-
"▁vánszorg",
|
| 191716 |
-
-29.536086320877075
|
| 191717 |
-
],
|
| 191718 |
[
|
| 191719 |
"▁hipermarket",
|
| 191720 |
-29.539283752441406
|
|
@@ -194107,10 +194111,6 @@
|
|
| 194107 |
"▁hajmeresztő",
|
| 194108 |
-32.16242980957031
|
| 194109 |
],
|
| 194110 |
-
[
|
| 194111 |
-
"▁ikonosztáz",
|
| 194112 |
-
-32.17224884033203
|
| 194113 |
-
],
|
| 194114 |
[
|
| 194115 |
"▁garmadá",
|
| 194116 |
-32.17611312866211
|
|
|
|
| 4815 |
"El",
|
| 4816 |
-9.42580795288086
|
| 4817 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4818 |
[
|
| 4819 |
"son",
|
| 4820 |
-9.426764488220217
|
|
|
|
| 23999 |
"▁mögé",
|
| 24000 |
-11.24395751953125
|
| 24001 |
],
|
| 24002 |
+
[
|
| 24003 |
+
"▁felvett",
|
| 24004 |
+
-11.244065284729004
|
| 24005 |
+
],
|
| 24006 |
[
|
| 24007 |
"▁harag",
|
| 24008 |
-11.244222640991213
|
|
|
|
| 24215 |
"ille",
|
| 24216 |
-11.251391410827637
|
| 24217 |
],
|
| 24218 |
+
[
|
| 24219 |
+
"▁művei",
|
| 24220 |
+
-11.251520156860352
|
| 24221 |
+
],
|
| 24222 |
[
|
| 24223 |
"ern",
|
| 24224 |
-11.251664161682127
|
|
|
|
| 34191 |
"▁biztosíték",
|
| 34192 |
-11.594255447387695
|
| 34193 |
],
|
| 34194 |
+
[
|
| 34195 |
+
"gott",
|
| 34196 |
+
-11.59428596496582
|
| 34197 |
+
],
|
| 34198 |
[
|
| 34199 |
"▁matematika",
|
| 34200 |
-11.594395637512209
|
|
|
|
| 34579 |
"▁equations",
|
| 34580 |
-11.60633659362793
|
| 34581 |
],
|
| 34582 |
+
[
|
| 34583 |
+
"vai",
|
| 34584 |
+
-11.606507301330566
|
| 34585 |
+
],
|
| 34586 |
[
|
| 34587 |
"▁báb",
|
| 34588 |
-11.606508255004885
|
|
|
|
| 35483 |
"▁lapos",
|
| 35484 |
-11.629714012145996
|
| 35485 |
],
|
| 35486 |
+
[
|
| 35487 |
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"▁falvak",
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| 35488 |
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-11.629815101623535
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| 35489 |
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],
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| 35490 |
[
|
| 35491 |
"▁stílusú",
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| 35492 |
-11.62983512878418
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|
|
|
| 43307 |
"▁kór",
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| 43308 |
-11.832013130187988
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| 43309 |
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|
|
|
|
|
|
|
|
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|
|
|
| 43310 |
[
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| 43311 |
"▁bánat",
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| 43312 |
-11.832143783569336
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|
|
|
| 44587 |
"ablak",
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| 44588 |
-11.864163398742676
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| 44589 |
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| 44590 |
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[
|
| 44591 |
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"▁felvette",
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| 44592 |
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-11.864184379577637
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| 44593 |
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],
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| 44594 |
[
|
| 44595 |
"papír",
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| 44596 |
-11.86447811126709
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|
|
|
| 48155 |
"▁merész",
|
| 48156 |
-11.943978309631348
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| 48157 |
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| 48158 |
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[
|
| 48159 |
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"▁kivett",
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| 48160 |
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-11.944040298461914
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| 48161 |
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],
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| 48162 |
[
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| 48163 |
"segít",
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| 48164 |
-11.944091796875
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|
|
|
| 49919 |
"▁füzet",
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| 49920 |
-11.98135471343994
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| 49921 |
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| 49922 |
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[
|
| 49923 |
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"vát",
|
| 49924 |
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-11.981390953063965
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| 49925 |
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],
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| 49926 |
[
|
| 49927 |
"Cache",
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| 49928 |
-11.981419563293455
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|
|
|
| 50015 |
"▁keresztyén",
|
| 50016 |
-11.983893394470217
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| 50017 |
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|
| 50018 |
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[
|
| 50019 |
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"▁művet",
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| 50020 |
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| 50021 |
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],
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| 50022 |
[
|
| 50023 |
"dj",
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| 50024 |
-11.983988761901855
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|
|
|
| 63127 |
"▁Sto",
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| 63128 |
-12.2269868850708
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| 63129 |
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|
|
|
|
|
|
|
|
|
|
|
|
| 63130 |
[
|
| 63131 |
"▁Újabb",
|
| 63132 |
-12.227142333984377
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|
|
|
| 73663 |
"▁problémákkal",
|
| 73664 |
-12.390637397766112
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| 73665 |
],
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| 73666 |
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[
|
| 73667 |
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"▁elvitte",
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| 73668 |
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-12.39071273803711
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| 73669 |
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],
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| 73670 |
[
|
| 73671 |
"▁Közlönyben",
|
| 73672 |
-12.390740394592283
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|
|
|
| 81479 |
"▁kiadásának",
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| 81480 |
-12.500760078430176
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| 81481 |
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|
|
|
|
|
|
|
|
|
|
|
|
| 81482 |
[
|
| 81483 |
"tornyot",
|
| 81484 |
-12.500781059265137
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|
|
|
| 83327 |
"▁pajtás",
|
| 83328 |
-12.52593994140625
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| 83329 |
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|
| 83330 |
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[
|
| 83331 |
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"▁mosolygott",
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| 83332 |
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-12.525944709777832
|
| 83333 |
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],
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| 83334 |
[
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| 83335 |
"▁ph",
|
| 83336 |
-12.526006698608398
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|
|
|
| 88479 |
"▁mosó",
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| 88480 |
-12.59128189086914
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| 88481 |
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|
|
|
|
|
|
|
|
|
|
|
|
| 88482 |
[
|
| 88483 |
"állású",
|
| 88484 |
-12.591341018676758
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|
|
|
| 90647 |
"▁Rezső",
|
| 90648 |
-12.619868278503418
|
| 90649 |
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|
| 90650 |
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[
|
| 90651 |
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"▁felvetette",
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| 90652 |
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-12.619959831237791
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| 90653 |
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],
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| 90654 |
[
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| 90655 |
"▁session",
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| 90656 |
-12.619983673095703
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|
|
|
| 92979 |
"dátum",
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| 92980 |
-12.648262977600098
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| 92981 |
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|
|
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|
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| 92982 |
[
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| 92983 |
"▁bájos",
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| 92984 |
-12.648475646972656
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|
|
|
| 100535 |
"juttat",
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| 100536 |
-12.739002227783203
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| 100537 |
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|
|
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|
|
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| 100538 |
[
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| 100539 |
"ettél",
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| 100540 |
-12.739171981811523
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|
|
|
| 102815 |
"▁fejlődéséhez",
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| 102816 |
-12.766057014465332
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| 102817 |
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| 102818 |
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[
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| 102819 |
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"▁falvakban",
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],
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| 102822 |
[
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| 102823 |
"▁nad",
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| 102824 |
-12.76621913909912
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|
|
|
| 104323 |
"átalány",
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| 104324 |
-12.784199714660645
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| 104325 |
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| 104326 |
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[
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"▁összevetve",
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],
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[
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"geo",
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-12.78428840637207
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|
|
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| 105463 |
"öblö",
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| 105464 |
-12.796637535095217
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| 105465 |
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| 105466 |
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[
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| 105467 |
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"▁megéri",
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],
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| 105470 |
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[
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| 105471 |
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"▁looks",
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],
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| 105474 |
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[
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| 105475 |
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"▁Zsófi",
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-12.79676342010498
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| 105477 |
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],
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| 105478 |
[
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| 105479 |
"▁polgárság",
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| 105480 |
-12.796771049499512
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|
|
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| 105483 |
"▁deficit",
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| 105484 |
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| 105485 |
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| 105486 |
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[
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| 105487 |
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"ROS",
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[
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| 105491 |
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"road",
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],
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[
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"panel",
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],
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[
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| 105499 |
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"hivatkoz",
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-12.797054290771484
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],
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[
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| 105503 |
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"▁fordítását",
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|
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],
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| 105506 |
[
|
| 105507 |
"▁pleisztocén",
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| 105508 |
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[
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| 105511 |
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"▁experiment",
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| 105513 |
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],
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| 105514 |
[
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| 105515 |
"▁helyesbít",
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| 105516 |
-12.797161102294922
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| 105517 |
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|
| 105518 |
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[
|
| 105519 |
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"röhög",
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-12.797201156616213
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],
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[
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| 105523 |
"▁ler",
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| 105524 |
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|
|
|
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"▁sch",
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|
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|
|
| 107650 |
[
|
| 107651 |
"▁kegyelet",
|
| 107652 |
-12.899538040161133
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|
|
|
| 109979 |
"▁élvező",
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| 109980 |
-12.992772102355955
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|
|
| 109982 |
[
|
| 109983 |
"▁kvalitatív",
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| 109984 |
-12.993864059448242
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|
|
|
| 110499 |
"▁hárs",
|
| 110500 |
-13.013855934143066
|
| 110501 |
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|
| 110502 |
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[
|
| 110503 |
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"Emel",
|
| 110504 |
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],
|
| 110506 |
[
|
| 110507 |
"▁foszt",
|
| 110508 |
-13.013909339904783
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|
|
|
| 111859 |
"▁közalapítvány",
|
| 111860 |
-13.075096130371094
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| 111861 |
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|
| 111862 |
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[
|
| 111863 |
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"doktori",
|
| 111864 |
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| 111865 |
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],
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| 111866 |
[
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| 111867 |
"▁stimmel",
|
| 111868 |
-13.075130462646484
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|
|
|
| 117247 |
"▁paradox",
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| 117248 |
-13.302289009094238
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| 117249 |
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|
|
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|
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|
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|
|
|
| 117250 |
[
|
| 117251 |
"▁önrendelkezés",
|
| 117252 |
-13.303096771240234
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|
|
|
| 119839 |
"▁önköltség",
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| 119840 |
-13.416337013244627
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|
|
| 119842 |
[
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| 119843 |
"▁albizottság",
|
| 119844 |
-13.4166841506958
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|
|
|
| 125919 |
"Shaw",
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| 125920 |
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| 125921 |
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|
|
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|
|
| 125922 |
[
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| 125923 |
"▁kormánykoalíció",
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| 125924 |
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|
|
|
| 128291 |
"▁mikroprocesszor",
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| 128292 |
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| 128293 |
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|
| 128294 |
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[
|
| 128295 |
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"▁aknavető",
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],
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| 128298 |
[
|
| 128299 |
"▁gyógyíthatatlan",
|
| 128300 |
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|
|
|
| 128507 |
"▁harcjármű",
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|
|
| 128510 |
[
|
| 128511 |
"▁lott",
|
| 128512 |
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|
|
|
| 131439 |
"▁pon",
|
| 131440 |
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|
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|
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[
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| 131443 |
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"▁gott",
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| 131444 |
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],
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[
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| 131447 |
"▁п",
|
| 131448 |
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|
|
|
|
| 132683 |
"▁Policy",
|
| 132684 |
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|
| 132685 |
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|
| 132686 |
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[
|
| 132687 |
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"▁Vet",
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|
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],
|
| 132690 |
[
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| 132691 |
"▁metszés",
|
| 132692 |
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|
|
|
| 140799 |
"▁packet",
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| 140800 |
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| 140801 |
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|
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|
|
|
| 140802 |
[
|
| 140803 |
"▁Lám",
|
| 140804 |
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|
|
| 143231 |
"▁kedvű",
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| 143232 |
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|
| 143234 |
[
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| 143235 |
"▁uszodá",
|
| 143236 |
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|
|
|
| 148655 |
"▁légies",
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|
|
| 148658 |
[
|
| 148659 |
"▁apród",
|
| 148660 |
-16.63312005996704
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|
|
|
| 156451 |
"▁elnöklet",
|
| 156452 |
-18.661882400512695
|
| 156453 |
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|
| 156454 |
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[
|
| 156455 |
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|
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],
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[
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| 156459 |
"▁titkosság",
|
| 156460 |
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|
|
|
| 160339 |
"……",
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|
|
| 160342 |
[
|
| 160343 |
"▁őszül",
|
| 160344 |
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|
|
|
| 164427 |
"▁becsületesség",
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| 164428 |
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|
| 164430 |
[
|
| 164431 |
"▁szende",
|
| 164432 |
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|
|
|
| 167859 |
"▁vértanúság",
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| 167860 |
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[
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"▁beltér",
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| 167864 |
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|
|
|
| 169055 |
"▁kisbetűs",
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|
|
| 169058 |
[
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"▁etnikumú",
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| 169060 |
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|
|
|
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"▁Helyzet",
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|
|
| 175378 |
[
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| 175379 |
"▁modernizál",
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| 175380 |
-21.490891456604004
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|
|
|
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"▁szezonzáró",
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|
|
| 175854 |
[
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| 175855 |
"▁nyelvtanuló",
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|
|
|
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"▁táncszínház",
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|
|
| 176694 |
[
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"▁ötletgazda",
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|
|
|
| 180199 |
"▁lévita",
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| 180200 |
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|
| 180202 |
[
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| 180203 |
"▁gázelosztó",
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| 180204 |
-22.40288543701172
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|
|
|
| 182311 |
"▁nyugodalm",
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| 182312 |
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|
| 182314 |
[
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| 182315 |
"▁sárgásfehér",
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| 182316 |
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|
|
|
| 184999 |
"▁zárvatermő",
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| 185000 |
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|
|
| 185002 |
[
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| 185003 |
"▁dumping",
|
| 185004 |
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|
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"▁klikk",
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|
|
| 185250 |
[
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| 185251 |
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| 185252 |
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|
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|
| 189795 |
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|
|
|
| 189798 |
[
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| 189799 |
"▁szemantika",
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| 189800 |
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|
|
|
| 190487 |
"▁vetkőz",
|
| 190488 |
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| 190489 |
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|
| 190490 |
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[
|
| 190491 |
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|
| 190494 |
[
|
| 190495 |
"▁brácsá",
|
| 190496 |
-28.372023582458496
|
|
|
|
| 191343 |
"▁ágostai",
|
| 191344 |
-29.238428592681885
|
| 191345 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 191346 |
[
|
| 191347 |
"▁pubertás",
|
| 191348 |
-29.259851455688477
|
|
|
|
| 191719 |
"▁csurgó",
|
| 191720 |
-29.53585386276245
|
| 191721 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 191722 |
[
|
| 191723 |
"▁hipermarket",
|
| 191724 |
-29.539283752441406
|
|
|
|
| 194111 |
"▁hajmeresztő",
|
| 194112 |
-32.16242980957031
|
| 194113 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
| 194114 |
[
|
| 194115 |
"▁garmadá",
|
| 194116 |
-32.17611312866211
|
tokenizer.model
CHANGED
|
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|
|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
-
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|
| 3 |
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size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6c8bea82e48ee33b2ffcf07c319d4bfdfd2e3e20b82bcc9a5ca3e7773e52257f
|
| 3 |
+
size 1032588
|