Update spaCy pipeline

.gitattributes

@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+fr_pipeline-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
+textcat/model filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,30 @@
+---
+tags:
+- spacy
+- text-classification
+language:
+- fr
+---
+| Feature | Description |
+| --- | --- |
+| **Name** | `fr_pipeline` |
+| **Version** | `0.0.0` |
+| **spaCy** | `>=3.7.5,<3.8.0` |
+| **Default Pipeline** | `textcat` |
+| **Components** | `textcat` |
+| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
+| **Sources** | n/a |
+| **License** | n/a |
+| **Author** | [n/a]() |
+
+### Label Scheme
+
+<details>
+
+<summary>View label scheme (38 labels for 1 components)</summary>
+
+| Component | Labels |
+| --- | --- |
+| **`textcat`** | `contrat_stage`, `contrat_apprentissage`, `travail_temporaire_placement`, `contrat_travail`, `contrat_essai_partielle`, `contrat_determine`, `contrat_indetermine`, `tacheronnat`, `suspension_contrat`, `convention_collective`, `reglement_interieur`, `duree_travail`, `repose_hebdomadaire`, `conges`, `voyage_transport`, `salaire`, `cautionnement`, `economat`, `securite_sante`, `syndicat_professionnel`, `delegue_personnel`, `different_travail`, `conciliation`, `travail_femme`, `refere`, `arbitrage`, `greve`, `inspecteur_travail`, `sanction`, `procedure`, `contact_avocat`, `greeting`, `introduce_self`, `goodbye`, `thank_you`, `chatbot_info`, `droit_foncier`, `droit_civil` |
+
+</details>

config.cfg

@@ -0,0 +1,144 @@
+[paths]
+train = null
+dev = null
+vectors = null
+init_tok2vec = null
+
+[system]
+seed = 0
+gpu_allocator = null
+
+[nlp]
+lang = "fr"
+pipeline = ["textcat"]
+disabled = []
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+batch_size = 1000
+tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
+vectors = {"@vectors":"spacy.Vectors.v1"}
+
+[components]
+
+[components.textcat]
+factory = "textcat"
+scorer = {"@scorers":"spacy.textcat_scorer.v2"}
+threshold = 0.0
+
+[components.textcat.model]
+@architectures = "spacy.TextCatEnsemble.v2"
+nO = null
+
+[components.textcat.model.linear_model]
+@architectures = "spacy.TextCatBOW.v3"
+exclusive_classes = true
+length = 262144
+ngram_size = 1
+no_output_layer = false
+nO = null
+
+[components.textcat.model.tok2vec]
+@architectures = "spacy.Tok2Vec.v2"
+
+[components.textcat.model.tok2vec.embed]
+@architectures = "spacy.MultiHashEmbed.v2"
+width = 64
+rows = [2000,2000,500,1000,500]
+attrs = ["NORM","LOWER","PREFIX","SUFFIX","SHAPE"]
+include_static_vectors = false
+
+[components.textcat.model.tok2vec.encode]
+@architectures = "spacy.MaxoutWindowEncoder.v2"
+width = 64
+window_size = 1
+maxout_pieces = 3
+depth = 2
+
+[corpora]
+
+[corpora.dev]
+@readers = "spacy.Corpus.v1"
+path = ${paths.dev}
+gold_preproc = false
+max_length = 0
+limit = 0
+augmenter = null
+
+[corpora.train]
+@readers = "spacy.Corpus.v1"
+path = ${paths.train}
+gold_preproc = false
+max_length = 0
+limit = 0
+augmenter = null
+
+[training]
+seed = ${system.seed}
+gpu_allocator = ${system.gpu_allocator}
+dropout = 0.1
+accumulate_gradient = 1
+patience = 1600
+max_epochs = 0
+max_steps = 20000
+eval_frequency = 200
+frozen_components = []
+annotating_components = []
+dev_corpus = "corpora.dev"
+train_corpus = "corpora.train"
+before_to_disk = null
+before_update = null
+
+[training.batcher]
+@batchers = "spacy.batch_by_words.v1"
+discard_oversize = false
+tolerance = 0.2
+get_length = null
+
+[training.batcher.size]
+@schedules = "compounding.v1"
+start = 100
+stop = 1000
+compound = 1.001
+t = 0.0
+
+[training.logger]
+@loggers = "spacy.ConsoleLogger.v1"
+progress_bar = false
+
+[training.optimizer]
+@optimizers = "Adam.v1"
+beta1 = 0.9
+beta2 = 0.999
+L2_is_weight_decay = true
+L2 = 0.01
+grad_clip = 1.0
+use_averages = false
+eps = 0.00000001
+learn_rate = 0.001
+
+[training.score_weights]
+cats_score = 1.0
+cats_score_desc = null
+cats_micro_p = null
+cats_micro_r = null
+cats_micro_f = null
+cats_macro_p = null
+cats_macro_r = null
+cats_macro_f = null
+cats_macro_auc = null
+cats_f_per_type = null
+
+[pretraining]
+
+[initialize]
+vectors = ${paths.vectors}
+init_tok2vec = ${paths.init_tok2vec}
+vocab_data = null
+lookups = null
+before_init = null
+after_init = null
+
+[initialize.components]
+
+[initialize.tokenizer]

fr_pipeline-any-py3-none-any.whl

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+oid sha256:72b3486e38e81d6272cf3bed0a526ca67d4a66381fd41eeb844d5a2713c19305
+size 2741099

meta.json

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+{
+  "lang":"fr",
+  "name":"pipeline",
+  "version":"0.0.0",
+  "description":"",
+  "author":"",
+  "email":"",
+  "url":"",
+  "license":"",
+  "spacy_version":">=3.7.5,<3.8.0",
+  "spacy_git_version":"a6d0fc360",
+  "vectors":{
+    "width":0,
+    "vectors":0,
+    "keys":0,
+    "name":null
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+  "labels":{
+    "textcat":[
+      "contrat_stage",
+      "contrat_apprentissage",
+      "travail_temporaire_placement",
+      "contrat_travail",
+      "contrat_essai_partielle",
+      "contrat_determine",
+      "contrat_indetermine",
+      "tacheronnat",
+      "suspension_contrat",
+      "convention_collective",
+      "reglement_interieur",
+      "duree_travail",
+      "repose_hebdomadaire",
+      "conges",
+      "voyage_transport",
+      "salaire",
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+      "travail_femme",
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+      "arbitrage",
+      "greve",
+      "inspecteur_travail",
+      "sanction",
+      "procedure",
+      "contact_avocat",
+      "greeting",
+      "introduce_self",
+      "goodbye",
+      "thank_you",
+      "chatbot_info",
+      "droit_foncier",
+      "droit_civil"
+    ]
+  },
+  "pipeline":[
+    "textcat"
+  ],
+  "components":[
+    "textcat"
+  ],
+  "disabled":[
+
+  ],
+  "requirements":[
+
+  ]
+}

textcat/cfg

@@ -0,0 +1,44 @@
+{
+  "labels":[
+    "contrat_stage",
+    "contrat_apprentissage",
+    "travail_temporaire_placement",
+    "contrat_travail",
+    "contrat_essai_partielle",
+    "contrat_determine",
+    "contrat_indetermine",
+    "tacheronnat",
+    "suspension_contrat",
+    "convention_collective",
+    "reglement_interieur",
+    "duree_travail",
+    "repose_hebdomadaire",
+    "conges",
+    "voyage_transport",
+    "salaire",
+    "cautionnement",
+    "economat",
+    "securite_sante",
+    "syndicat_professionnel",
+    "delegue_personnel",
+    "different_travail",
+    "conciliation",
+    "travail_femme",
+    "refere",
+    "arbitrage",
+    "greve",
+    "inspecteur_travail",
+    "sanction",
+    "procedure",
+    "contact_avocat",
+    "greeting",
+    "introduce_self",
+    "goodbye",
+    "thank_you",
+    "chatbot_info",
+    "droit_foncier",
+    "droit_civil"
+  ],
+  "threshold":0.0,
+  "positive_label":null
+}

textcat/model

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vocab/key2row

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+  "suppl\u00e9mentaires",
+  "sup\u00e9rieur",
+  "sur",
+  "sus",
+  "susceptibles",
+  "suspendre",
+  "suspendu",
+  "suspendue",
+  "suspensif",
+  "suspension",
+  "suspension_contrat",
+  "suspensions",
+  "syndical",
+  "syndicale",
+  "syndicales",
+  "syndicat",
+  "syndicat_professionnel",
+  "syndicats",
+  "syndicaux",
+  "syst\u00e8me",
+  "s\u00e9curit\u00e9",
+  "s\u00e9e",
+  "s\u00e9paration",
+  "s\u00e9rieuse",
+  "s\u00e9s",
+  "s\u2019",
+  "s\u2019est-il",
+  "t",
+  "t'",
+  "t.",
+  "tacheron",
+  "tacheronnat",
+  "tacherons",
+  "tal",
+  "tant",
+  "tard",
+  "tat",
+  "taux",
+  "tc.",
+  "te",
+  "te.",
+  "technique",
+  "techniques",
+  "temporaire",
+  "temps",
+  "tenu",
+  "tenue",
+  "tenus",
+  "ter",
+  "terme",
+  "termes",
+  "terrain",
+  "territoriale",
+  "tes",
+  "test",
+  "testament",
+  "thank_you",
+  "thanks",
+  "tie",
+  "tiers",
+  "tif",
+  "til",
+  "timbre",
+  "tin",
+  "tir",
+  "tis",
+  "titulaire",
+  "toi",
+  "ton",
+  "total",
+  "tous",
+  "tout",
+  "trafic",
+  "traite",
+  "traitement",
+  "traiter",
+  "trait\u00e9",
+  "trait\u00e9s",
+  "transf\u00e9rer",
+  "transport",
+  "travail",
+  "travail_femme",
+  "travail_temporaire_placement",
+  "travaille",
+  "travailler",
+  "travailleur",
+  "travailleurs",
+  "travailleuse",
+  "travailleuses",
+  "travaux",
+  "tre",
+  "tribunal",
+  "troubles",
+  "trouver",
+  "trouv\u00e9",
+  "tr\u00e9",
+  "tte",
+  "tu",
+  "tue",
+  "tut",
+  "tutelle",
+  "tu\u00e9",
+  "type",
+  "types",
+  "typiques",
+  "t\u00e2che",
+  "t\u00e2cheron",
+  "t\u00e2cherons",
+  "t\u00e9e",
+  "t\u00e9moin",
+  "t\u00e9s",
+  "t\u00f4t",
+  "u",
+  "u.",
+  "ude",
+  "uel",
+  "uer",
+  "ues",
+  "uir",
+  "uis",
+  "uit",
+  "ule",
+  "ul\u00e9",
+  "ums",
+  "un",
+  "une",
+  "unions",
+  "uns",
+  "uoi",
+  "upe",
+  "urbanisme",
+  "ure",
+  "urgence",
+  "urgents",
+  "urs",
+  "usage",
+  "use",
+  "us\u00e9",
+  "ute",
+  "utilisation",
+  "utiliser",
+  "utilis\u00e9s",
+  "uts",
+  "ut\u00e9",
+  "uv\u00e9",
+  "u\u00e9e",
+  "u\u00e9s",
+  "v",
+  "v.",
+  "v.v",
+  "v_v",
+  "va",
+  "vacants",
+  "vais",
+  "validit\u00e9",
+  "valoir",
+  "vas",
+  "vec",
+  "vel",
+  "vendeur",
+  "vendre",
+  "vendus",
+  "vente",
+  "ver",
+  "verser",
+  "vert",
+  "ves",
+  "veux",
+  "vez",
+  "vice",
+  "vices",
+  "victime",
+  "vie",
+  "vigueur",
+  "vih",
+  "vil",
+  "vingt-cinq",
+  "violation",
+  "violence",
+  "viol\u00e9s",
+  "vis",
+  "vis-\u00e0-vis",
+  "visa",
+  "vise",
+  "visite",
+  "visites",
+  "voi",
+  "voie",
+  "voies",
+  "voirie",
+  "voisin",
+  "voisinage",
+  "voisine",
+  "vol",
+  "vol.",
+  "voudrais",
+  "vous",
+  "voyage",
+  "voyage_transport",
+  "vr.",
+  "vre",
+  "vue",
+  "v\u00e9e",
+  "v\u00e9rifier",
+  "v\u00e9rifi\u00e9es",
+  "w",
+  "w.",
+  "x",
+  "x'",
+  "x'xxx-xx",
+  "x-x-xx",
+  "x-x-xxxx",
+  "x.",
+  "x.X",
+  "x.d",
+  "x.x",
+  "xD",
+  "xDD",
+  "xX",
+  "xXX",
+  "x_X",
+  "x_d",
+  "x_x",
+  "xd",
+  "xdd",
+  "xes",
+  "xte",
+  "xx",
+  "xx'",
+  "xx'xxx-xx",
+  "xx-xxxx",
+  "xx.",
+  "xxx",
+  "xxx-x-xx",
+  "xxx-x-xxx",
+  "xxx-x-xxxx",
+  "xxx-xx",
+  "xxx-xxxx",
+  "xxx.",
+  "xxxx",
+  "xxxx'",
+  "xxxx'xxx",
+  "xxxx-x-xx",
+  "xxxx-x-xxxx",
+  "xxxx-xx",
+  "xxxx-xxx",
+  "xxxx-xxxx",
+  "xxxx.",
+  "xxxx\u2019",
+  "xxxx\u2019xxx",
+  "xx\u2019",
+  "xx\u2019xxx-xx",
+  "x\u00b0",
+  "x\u00e9e",
+  "x\u00e9s",
+  "x\u2019",
+  "x\u2019xxx-xx",
+  "x\ufe35x",
+  "y",
+  "y.",
+  "yen",
+  "yer",
+  "ype",
+  "y\u00e9s",
+  "z",
+  "z.",
+  "|",
+  "}",
+  "\u00a0",
+  "\u00ac",
+  "\u00ac_\u00ac",
+  "\u00af",
+  "\u00af\\(x)/\u00af",
+  "\u00af\\(\u30c4)/\u00af",
+  "\u00b0",
+  "\u00b0C.",
+  "\u00b0F.",
+  "\u00b0K.",
+  "\u00b0X.",
+  "\u00b0c.",
+  "\u00b0f.",
+  "\u00b0k.",
+  "\u00b0x.",
+  "\u00c0",
+  "\u00c9",
+  "\u00c9tat",
+  "\u00e0",
+  "\u00e2",
+  "\u00e2ce",
+  "\u00e2ge",
+  "\u00e2g\u00e9es",
+  "\u00e2g\u00e9s",
+  "\u00e4",
+  "\u00e4.",
+  "\u00e7",
+  "\u00e7a",
+  "\u00e7on",
+  "\u00e7ue",
+  "\u00e8ce",
+  "\u00e8de",
+  "\u00e8ge",
+  "\u00e8me",
+  "\u00e8ne",
+  "\u00e8re",
+  "\u00e8te",
+  "\u00e8ve",
+  "\u00e9",
+  "\u00e9c.",
+  "\u00e9chec",
+  "\u00e9chouent",
+  "\u00e9conomat",
+  "\u00e9conomique",
+  "\u00e9conomiques",
+  "\u00e9crit",
+  "\u00e9er",
+  "\u00e9es",
+  "\u00e9galit\u00e9",
+  "\u00e9gard",
+  "\u00e9labor\u00e9",
+  "\u00e9lections",
+  "\u00e9l\u00e9ments",
+  "\u00e9puisement",
+  "\u00e9quipements",
+  "\u00e9r\u00e9",
+  "\u00e9tablies",
+  "\u00e9tablissement",
+  "\u00e9tablissements",
+  "\u00e9tablit",
+  "\u00e9tapes",
+  "\u00e9tat",
+  "\u00e9tendue",
+  "\u00e9tudiante",
+  "\u00e9t\u00e9",
+  "\u00e9valuation",
+  "\u00e9viter",
+  "\u00e9vr",
+  "\u00e9vu",
+  "\u00ea",
+  "\u00eame",
+  "\u00eate",
+  "\u00eatre",
+  "\u00eats",
+  "\u00eat\u00e9",
+  "\u00eene",
+  "\u00f4le",
+  "\u00f6",
+  "\u00f6.",
+  "\u00fc",
+  "\u00fc.",
+  "\u0153",
+  "\u0153uvre",
+  "\u0153uvres",
+  "\u0ca0",
+  "\u0ca0_\u0ca0",
+  "\u0ca0\ufe35\u0ca0",
+  "\u2014",
+  "\u2019",
+  "\u2019-(",
+  "\u2019-)",
+  "\u2019\u2019",
+  "\u2501",
+  "\u253b",
+  "\u253b\u2501\u253b",
+  "\u256f",
+  "\u25a1",
+  "\ufe35",
+  "\uff09"
+]

vocab/vectors.cfg

@@ -0,0 +1,3 @@
+{
+  "mode":"default"
+}