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fo_pipeline_final
Zlovoblachko/fo_pipeline_final
fo_pipeline_final is a token classification model from Zlovoblachko. Use it when you need labels on individual words, such as names. It is set up for spacy.
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At a glance
- Task
- Token Classification
- Library
- spacy
- Access
- Public
- Created
- Nov 26, 2024
- Updated
- Nov 26, 2024
- SHA
- f54b4dea
Model card
From the Hugging Face model README
| Feature | Description |
|---|---|
| Name | fo_pipeline_final |
| Version | 0.0.0 |
| spaCy | >=3.7.5,<3.8.0 |
| Default Pipeline | transformer, trainable_lemmatizer, tagger, morphologizer, parser |
| Components | transformer, trainable_lemmatizer, tagger, morphologizer, parser |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | n/a |
Label Scheme
<details> <summary>View label scheme (284 labels for 3 components)</summary>| Component | Labels |
|---|---|
tagger | A, Abbr, Adv, CC, CLB, CS, Det, IM, Interj, N, Num, PUNCT, Pr, Pron, V, x |
morphologizer | Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres, Case=Nom|Number=Sing|POS=PROPN, POS=PUNCT, Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Gender=Neut|Number=Sing|POS=DET, Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, POS=ADP, Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN, Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN, Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN, POS=ADV, Case=Dat|POS=NOUN, Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres, Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, POS=X, Case=Nom|POS=NUM, Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN, Mood=Ind|Number=Plur|POS=AUX|Tense=Pres, Case=Nom|Gender=Masc|Number=Sing|POS=PROPN, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN, Case=Acc|Number=Sing|POS=PROPN, Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN, Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN, Case=Dat|POS=NUM, Case=Dat|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN, POS=NUM, POS=CCONJ, Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ, Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN, Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN, NumType=Ord|POS=ADJ, Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs, Number=Sing|POS=VERB|Tense=Imp, Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN, POS=VERB|VerbForm=Sup|Voice=Pass, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Nom|Definite=Ind|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=NUM, Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN, Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|POS=PRON|Reflex=Yes, POS=SCONJ, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Tense=Past, Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN, Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN, Mood=Ind|Number=Plur|POS=VERB|Tense=Pres, Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN, POS=VERB|VerbForm=Inf|Voice=Pass, Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN, Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, Case=Dat|POS=PROPN, Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN, Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN, Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN, Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN, Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN, POS=NOUN, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past, Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=DET, Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN, POS=VERB|VerbForm=Sup, POS=PART, POS=VERB|VerbForm=Inf, Case=Dat|Gender=Neut|Number=Sing|POS=DET, Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN, Degree=Sup|Gender=Neut|Number=Plur|POS=ADV, Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN, Case=Dat|Number=Sing|POS=PROPN, Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Acc|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN, Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ, Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Gender=Fem|Number=Sing|POS=DET, POS=PRON|PronType=Rel, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|Voice=Pass, Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|POS=ADJ, Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN, Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN, Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ, Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ, Mood=Ind|Number=Plur|POS=AUX|Tense=Past, Mood=Ind|Number=Plur|POS=VERB|Tense=Past|Voice=Pass, Case=Dat|Gender=Masc|Number=Sing|POS=PROPN, Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=DET, Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN, POS=AUX|VerbForm=Sup, Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ, Number=Plur|POS=VERB|Tense=Imp, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ, Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN, Gender=Neut|Number=Plur|POS=ADV, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Dat|Gender=Fem|Number=Sing|POS=NUM, Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN, Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN, Case=Acc|Gender=Neut|Number=Sing|POS=DET, Case=Nom|Gender=Fem|Number=Sing|POS=PROPN, Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ, POS=AUX|VerbForm=Inf, Case=Nom|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|POS=NOUN, Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=PROPN, Case=Dat|Gender=Masc|Number=Sing|POS=DET, Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=DET, Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN, Mood=Ind|Number=Plur|POS=VERB|Tense=Past, Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN, Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=NUM, Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=DET, Case=Dat|POS=PRON|Reflex=Yes, Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN, Case=Gen|Definite=Ind|Number=Sing|POS=NOUN, Case=Gen|Number=Sing|POS=PROPN, Case=Acc|POS=PROPN, Case=Acc|Gender=Fem|Number=Sing|POS=DET, Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN, Case=Acc|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=DET, Mood=Ind|POS=VERB|Tense=Past|VerbForm=Part, Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN, Case=Nom|Gender=Neut|Number=Sing|POS=NUM, Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN, Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=PRON, Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN, Case=Dat|Gender=Fem|Number=Sing|POS=DET, Case=Nom|Gender=Neut|Number=Sing|POS=PRON, Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Gen|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN, POS=DET, Case=Acc|POS=NUM, Case=Nom|Gender=Masc|Number=Plur|POS=ADJ, Case=Nom|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Gender=Neut|Number=Plur|POS=ADJ, Case=Nom|Definite=Def|Number=Sing|POS=PROPN, Case=Nom|Definite=Ind|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, POS=VERB, Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=NUM, Mood=Ind|Number=Sing|POS=VERB|Tense=Past|Voice=Pass, Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Definite=Ind|Degree=Sup|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part, Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Neut|POS=ADJ, Case=Acc|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Dat|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, POS=INTJ, Case=Dat|Gender=Neut|Number=Sing|POS=NUM, Degree=Sup|POS=ADV, Case=Nom|Definite=Ind|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part, Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Mood=Ind|Number=Sing|POS=AUX|Tense=Past, Case=Acc|Gender=Masc|Number=Sing|POS=NUM, Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=ADJ, Mood=Ind|Number=Plur|POS=VERB|Tense=Pres|Voice=Pass, Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=PRON, Case=Nom|Gender=Masc|POS=ADJ, Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres, Case=Acc|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Definite=Ind|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part, Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=DET, Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN, Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=DET, Case=Dat|Gender=Fem|Number=Sing|POS=PROPN, Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ, Case=Dat|Definite=Def|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Dat|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN, Case=Gen|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Number=Sing|POS=PRON, Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN, Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=DET, Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=PRON, Case=Nom|Gender=Masc|Number=Plur|POS=PRON, Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=PRON, Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Dat|Definite=Def|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part, Case=Nom|Gender=Masc|Number=Plur|POS=DET, Case=Acc|Gender=Fem|POS=ADJ, Case=Gen|POS=NUM, Case=Acc|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN, Case=Acc|Gender=Neut|Number=Plur|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Int, Case=Acc|Gender=Neut|Number=Plur|POS=DET, Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN, Case=Acc|Gender=Neut|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=ADJ, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres, Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=DET, Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres, Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Acc|Gender=Neut|Number=Sing|POS=NUM, Case=Nom|Definite=Ind|Gender=Neut|POS=DET, Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ, Case=Dat|Definite=Def|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part, Case=Nom|Number=Plur|POS=PROPN |
parser | ROOT, advmod, amod, aux, case, cc, conj, cop, dep, det, flat, mark, nmod, nmod:poss, nsubj, nummod, obj, obl, parataxis, punct, xcomp |
Accuracy
| Type | Score |
|---|---|
LEMMA_ACC | 85.93 |
TAG_ACC | 97.98 |
POS_ACC | 96.53 |
MORPH_ACC | 90.94 |
DEP_UAS | 91.10 |
DEP_LAS | 84.05 |
SENTS_P | 98.35 |
SENTS_R | 99.17 |
SENTS_F | 98.76 |
MORPH_MICRO_F | 94.33 |
TRANSFORMER_LOSS | 60317.56 |
TRAINABLE_LEMMATIZER_LOSS | 79735.45 |
TAGGER_LOSS | 1689.51 |
MORPHOLOGIZER_LOSS | 119754.67 |
PARSER_LOSS | 10724.78 |
- Task
- Token Classification
- Library
- spacy
- Languages
- fo
- Created
- Nov 26, 2024
- Updated
- Nov 26, 2024