Commit From AutoTrain

.gitattributes

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 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.bin.* filter=lfs diff=lfs merge=lfs -text
+*.tar.gz filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,56 @@
+---
+tags:
+- autotrain
+- text-classification
+language:
+- unk
+widget:
+- text: "I love AutoTrain"
+datasets:
+- IDQO/autotrain-data-liantis-profession-matcher-v08112023
+co2_eq_emissions:
+  emissions: 3.4066803387941684
+---
+
+# Model Trained Using AutoTrain
+
+- Problem type: Multi-class Classification
+- Model ID: 100063147551
+- CO2 Emissions (in grams): 3.4067
+
+## Validation Metrics
+
+- Loss: 0.604
+- Accuracy: 0.885
+- Macro F1: 0.805
+- Micro F1: 0.885
+- Weighted F1: 0.871
+- Macro Precision: 0.816
+- Micro Precision: 0.885
+- Weighted Precision: 0.868
+- Macro Recall: 0.811
+- Micro Recall: 0.885
+- Weighted Recall: 0.885
+
+
+## Usage
+
+You can use cURL to access this model:
+
+```
+$ curl -X POST -H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoTrain"}' https://api-inference.huggingface.co/models/IDQO/autotrain-liantis-profession-matcher-v08112023-100063147551
+```
+
+Or Python API:
+
+```
+from transformers import AutoModelForSequenceClassification, AutoTokenizer
+
+model = AutoModelForSequenceClassification.from_pretrained("IDQO/autotrain-liantis-profession-matcher-v08112023-100063147551", use_auth_token=True)
+
+tokenizer = AutoTokenizer.from_pretrained("IDQO/autotrain-liantis-profession-matcher-v08112023-100063147551", use_auth_token=True)
+
+inputs = tokenizer("I love AutoTrain", return_tensors="pt")
+
+outputs = model(**inputs)
+```

config.json

@@ -0,0 +1,152 @@
+{
+  "_name_or_path": "AutoTrain",
+  "_num_labels": 58,
+  "architectures": [
+    "XLMRobertaForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "eos_token_id": 2,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 1024,
+  "id2label": {
+    "0": "Administratief Medewerker",
+    "1": "Afbraakwerker",
+    "2": "Arbeider",
+    "3": "Arbeider Handlanger",
+    "4": "Arbeider Ruwbouw",
+    "5": "Architect",
+    "6": "Asbestverwijderaar",
+    "7": "Bekister",
+    "8": "Betonwerker",
+    "9": "Bouwplaatsmachinist",
+    "10": "Buiten schrijnwerker",
+    "11": "Chauffeur",
+    "12": "Dakwerker",
+    "13": "Dekvloerlegger",
+    "14": "Duiker",
+    "15": "Elektricien",
+    "16": "Gevelrenoveerder",
+    "17": "Grondwerker",
+    "18": "Heating Ventilation & Airconditioning Technieker",
+    "19": "Ingenieur",
+    "20": "Installateur",
+    "21": "Isolatiewerker",
+    "22": "Keukenplaatser",
+    "23": "Klinkerlegger",
+    "24": "Kraanmachinist",
+    "25": "Landbouw Medewerker",
+    "26": "Landmeter",
+    "27": "Lasser",
+    "28": "Logistiek Medewerker",
+    "29": "Loodgieter",
+    "30": "Manager",
+    "31": "Mecanicien",
+    "32": "Metaalbewerker",
+    "33": "Metselaar",
+    "34": "Onderhoudstechnieker",
+    "35": "Ploegbaas",
+    "36": "Polierder",
+    "37": "Productie Medewerker",
+    "38": "Rioolwerker",
+    "39": "Ruwbouwwerken",
+    "40": "Schilder / Decorateur",
+    "41": "Schoonmaker",
+    "42": "Schrijnwerker",
+    "43": "Spoorarbeider",
+    "44": "Steenbewerker",
+    "45": "Steigerbouwer",
+    "46": "Stukadoor",
+    "47": "Technieker",
+    "48": "Technieker Zonnepanelen",
+    "49": "Technisch Tekenaar",
+    "50": "Timmerman",
+    "51": "Trappenmaker",
+    "52": "Vloerder / Tegelzetter",
+    "53": "Voeger",
+    "54": "Wand en plafond plaatsers",
+    "55": "Wegenbouwer",
+    "56": "Werfleider",
+    "57": "Zwembad Bouwer"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 4096,
+  "label2id": {
+    "Administratief Medewerker": 0,
+    "Afbraakwerker": 1,
+    "Arbeider": 2,
+    "Arbeider Handlanger": 3,
+    "Arbeider Ruwbouw": 4,
+    "Architect": 5,
+    "Asbestverwijderaar": 6,
+    "Bekister": 7,
+    "Betonwerker": 8,
+    "Bouwplaatsmachinist": 9,
+    "Buiten schrijnwerker": 10,
+    "Chauffeur": 11,
+    "Dakwerker": 12,
+    "Dekvloerlegger": 13,
+    "Duiker": 14,
+    "Elektricien": 15,
+    "Gevelrenoveerder": 16,
+    "Grondwerker": 17,
+    "Heating Ventilation & Airconditioning Technieker": 18,
+    "Ingenieur": 19,
+    "Installateur": 20,
+    "Isolatiewerker": 21,
+    "Keukenplaatser": 22,
+    "Klinkerlegger": 23,
+    "Kraanmachinist": 24,
+    "Landbouw Medewerker": 25,
+    "Landmeter": 26,
+    "Lasser": 27,
+    "Logistiek Medewerker": 28,
+    "Loodgieter": 29,
+    "Manager": 30,
+    "Mecanicien": 31,
+    "Metaalbewerker": 32,
+    "Metselaar": 33,
+    "Onderhoudstechnieker": 34,
+    "Ploegbaas": 35,
+    "Polierder": 36,
+    "Productie Medewerker": 37,
+    "Rioolwerker": 38,
+    "Ruwbouwwerken": 39,
+    "Schilder / Decorateur": 40,
+    "Schoonmaker": 41,
+    "Schrijnwerker": 42,
+    "Spoorarbeider": 43,
+    "Steenbewerker": 44,
+    "Steigerbouwer": 45,
+    "Stukadoor": 46,
+    "Technieker": 47,
+    "Technieker Zonnepanelen": 48,
+    "Technisch Tekenaar": 49,
+    "Timmerman": 50,
+    "Trappenmaker": 51,
+    "Vloerder / Tegelzetter": 52,
+    "Voeger": 53,
+    "Wand en plafond plaatsers": 54,
+    "Wegenbouwer": 55,
+    "Werfleider": 56,
+    "Zwembad Bouwer": 57
+  },
+  "layer_norm_eps": 1e-05,
+  "max_length": 64,
+  "max_position_embeddings": 514,
+  "model_type": "xlm-roberta",
+  "num_attention_heads": 16,
+  "num_hidden_layers": 24,
+  "output_past": true,
+  "pad_token_id": 1,
+  "padding": "max_length",
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.29.2",
+  "type_vocab_size": 1,
+  "use_cache": true,
+  "vocab_size": 250002
+}

model.safetensors

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special_tokens_map.json

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+}

tokenizer.json

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tokenizer_config.json

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+  "clean_up_tokenization_spaces": true,
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+  "eos_token": "</s>",
+  "mask_token": {
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+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "model_max_length": 512,
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "tokenizer_class": "XLMRobertaTokenizer",
+  "unk_token": "<unk>"
+}