cate_ts

README.md

@@ -0,0 +1,49 @@
+---
+license: mit
+base_model: tangminhanh/cate-ts
+tags:
+- generated_from_trainer
+model-index:
+- name: subcate-ts
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# subcate-ts
+
+This model is a fine-tuned version of [tangminhanh/cate-ts](https://huggingface.co/tangminhanh/cate-ts) on the None dataset.
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 2e-05
+- train_batch_size: 32
+- eval_batch_size: 32
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 500
+- num_epochs: 10
+
+### Framework versions
+
+- Transformers 4.41.2
+- Pytorch 2.3.0+cu121
+- Datasets 2.20.0
+- Tokenizers 0.19.1

added_tokens.json

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config.json

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+{
+  "_name_or_path": "tangminhanh/cate-ts",
+  "architectures": [
+    "DebertaV2ForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "Access Reactivation",
+    "1": "Access Upload",
+    "2": "Badge Card Re-assignment",
+    "3": "Badge Card Request",
+    "4": "Bio Disable",
+    "5": "Bio Enrollment",
+    "6": "Biometric Issue",
+    "7": "Device Configuration",
+    "8": "General Biometric Services",
+    "9": "Logs Report Generation",
+    "10": "Sprout Migration",
+    "11": "Diagram Creation/Update",
+    "12": "Floorplan Creation/Update",
+    "13": "Infographics",
+    "14": "Knowledgebase",
+    "15": "Other Documentations",
+    "16": "Process Plan",
+    "17": "Process Update",
+    "18": "Accountability Form",
+    "19": "Disposal",
+    "20": "Gatepass Processing",
+    "21": "Inventory",
+    "22": "Issuance Form",
+    "23": "Item Request",
+    "24": "Report",
+    "25": "Warranty",
+    "26": "Asset Item Deployed",
+    "27": "Exit Clearance",
+    "28": "Item Retrieval",
+    "29": "Camera Rotate/Disable Request",
+    "30": "CCTV Checking",
+    "31": "CCTV Footage Extraction",
+    "32": "CCTV Issue",
+    "33": "CCTV Viewing Assistance",
+    "34": "DVR Password Reset",
+    "35": "General CCTV Inquiry",
+    "36": "Connection Issue",
+    "37": "Connection Checking",
+    "38": "General Network Activity",
+    "39": "Maintenance",
+    "40": "Monitoring Alerts",
+    "41": "Network Diagram Creation/Update",
+    "42": "Network Gear Mount/Unmount",
+    "43": "Operational Readiness Test",
+    "44": "Port Tracing",
+    "45": "Report Generation",
+    "46": "Site Build",
+    "47": "SSID Creation/Removal",
+    "48": "VLAN Change/Create",
+    "49": "Website Issue",
+    "50": "Whitelist/Blacklist",
+    "51": "Wired/Wireless Connection",
+    "52": "IP Request",
+    "53": "Traffic Engineering",
+    "54": "Client High Level Network Design",
+    "55": "Client Requirement Discovery",
+    "56": "Disconnect",
+    "57": "Order",
+    "58": "Provisioning",
+    "59": "Upgrade",
+    "60": "Network Outage",
+    "61": "ISP Outage",
+    "62": "Power Outage",
+    "63": "Vulnerability Assessment",
+    "64": "Vulnerability Remediation",
+    "65": "Alerts and Detection",
+    "66": "Emergency Maintenance",
+    "67": "ISP Maintenance",
+    "68": "Network Maintenance",
+    "69": "Power Maintenance",
+    "70": "VoIP Maintenance",
+    "71": "Server Outage",
+    "72": "Server Backup Management",
+    "73": "Server Decommissioning",
+    "74": "Server Deployment and Configuration",
+    "75": "Server Health Monitoring",
+    "76": "Server Issue",
+    "77": "Server Security and Access Control",
+    "78": "Server Upgrade and Hardware Replacement",
+    "79": "Server VM Management",
+    "80": "SSL License",
+    "81": "Server New Service Implementation",
+    "82": "Server Rebuild",
+    "83": "Server Refresh",
+    "84": "Systems Audit",
+    "85": "Active Directory Services",
+    "86": "Access Permission",
+    "87": "Adobe Product",
+    "88": "BitDefender",
+    "89": "Joan Services",
+    "90": "Kiosk Management",
+    "91": "Microsoft Dynamics NAV Issue",
+    "92": "PaperCut ID",
+    "93": "Printer Configuration",
+    "94": "Rublon",
+    "95": "Sophos - Machine Removal",
+    "96": "NT Login Account Unlock",
+    "97": "NT Login Creation",
+    "98": "NT Login Disable",
+    "99": "NT Login Information Update",
+    "100": "NT Login Password Reset",
+    "101": "NT Login Re-enable",
+    "102": "Common Area and Conference Room Checking",
+    "103": "Daily Checking",
+    "104": "Server Room Checking",
+    "105": "Server Room Log Sheet Checking",
+    "106": "Deployment Request",
+    "107": "Movement Request",
+    "108": "Email Issue",
+    "109": "Port Checking",
+    "110": "Data Center Access",
+    "111": "General Inquiry",
+    "112": "On-site Assistance",
+    "113": "Pull In/Out Assistance",
+    "114": "Site Walkthrough / Round Check",
+    "115": "Cable Management",
+    "116": "Data Center UPS/PDU Issue",
+    "117": "Desktop UPS Issue",
+    "118": "Desktop/Laptop Problem",
+    "119": "Desktop/Laptop Set-up",
+    "120": "Device/Equipment Checking",
+    "121": "Equipment Loan/Retrieval",
+    "122": "Joan Device",
+    "123": "Peripherals",
+    "124": "Raspberry Pi/Hygrometer",
+    "125": "Sonos",
+    "126": "Tablet",
+    "127": "TV/Projector/Sound System",
+    "128": "Video Conference",
+    "129": "Access Request",
+    "130": "Change Toner",
+    "131": "Issue",
+    "132": "Printing Services",
+    "133": "Set up",
+    "134": "Application Issue",
+    "135": "Application Installation/Uninstallation",
+    "136": "Configuration Assistance",
+    "137": "Hardphone Issue",
+    "138": "Softphone Issue",
+    "139": "Setup",
+    "140": "Digital Signage",
+    "141": "Removal",
+    "142": "VMS ",
+    "143": "Manatal",
+    "144": "ACS",
+    "145": "Asset Management",
+    "146": "CCTV",
+    "147": "Network",
+    "148": "OSS / Deployment",
+    "149": "PCO",
+    "150": "Procurement",
+    "151": "Product Development",
+    "152": "Service Desk",
+    "153": "Systems",
+    "154": "TPMO",
+    "155": "Voice / Email",
+    "156": "System Outage",
+    "157": "New Joinee",
+    "158": "BCP Testing",
+    "159": "Client",
+    "160": "Internal",
+    "161": "Bio ID Request",
+    "162": "Employee Leaving",
+    "163": "Recurring Ticket Request/Removal",
+    "164": "Ticketing Inquiry",
+    "165": "Test Ticket",
+    "166": "OSP Access Disable",
+    "167": "OSP Access Request",
+    "168": "OSP Account Unlock",
+    "169": "Malicious Email",
+    "170": "Phishing Incident",
+    "171": "Spam",
+    "172": "CASA IT support",
+    "173": "Client Move out",
+    "174": "Lease Extension",
+    "175": "New Client",
+    "176": "General IT Services",
+    "177": "Hardware Purchase",
+    "178": "Hardware Rental",
+    "179": "IT Storage Rental",
+    "180": "Quotation for Room Modification",
+    "181": "Quotation for Services",
+    "182": "RFID",
+    "183": "Deployment/Movement",
+    "184": "Meeting",
+    "185": "BOC Clearance",
+    "186": "Calculation of Asset Value",
+    "187": "General Procurement Inquiry",
+    "188": "Government Permit",
+    "189": "Payment/Invoices/Liquidation",
+    "190": "Purchase Request",
+    "191": "Quotation Request",
+    "192": "Vendor Coordination",
+    "193": "Delisting",
+    "194": "Farm-In",
+    "195": "Farm-Out",
+    "196": "ITH",
+    "197": "Vendor Management",
+    "198": "Email Password Reset",
+    "199": "Calendar and Events Management",
+    "200": "Distrolist/Mailbox",
+    "201": "Email Detail Update",
+    "202": "Email Storage",
+    "203": "License Request/Removal",
+    "204": "MFA Request/Concern",
+    "205": "Telephony Outage",
+    "206": "Configuration assistance",
+    "207": "General Voice Activity/Inquiry",
+    "208": "Telco Coordination",
+    "209": "Desktop/Laptop Setup",
+    "210": "Client Portal",
+    "211": "Distrolist / Mailbox",
+    "212": "Pull-In/Out Assistance",
+    "213": "EPICOS",
+    "214": "Email Account Creation",
+    "215": "OSP",
+    "216": "Application Installation/Unistallation",
+    "217": "Pay dispute/payroll concern",
+    "218": "KMC Hub",
+    "219": "Unnamed: 117",
+    "220": "VMS",
+    "221": "ERP",
+    "222": "Email Account Deletion",
+    "223": "OT Allowance reimbursement",
+    "224": "New Development Request",
+    "225": "Certificate of Employment Request",
+    "226": "Diagram/Floorplan Update",
+    "227": "CATS",
+    "228": "Email Password Reset/Unlock",
+    "229": "Other HRIS Concerns",
+    "230": "Security Questionnaire",
+    "231": "Low Severity Alert",
+    "232": "High Severity Alert"
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+    "Access Permission": 86,
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+    "Accountability Form": 18,
+    "Active Directory Services": 85,
+    "Adobe Product": 87,
+    "Alerts and Detection": 65,
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+    "Application Installation/Unistallation": 216,
+    "Application Issue": 134,
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+    "BOC Clearance": 185,
+    "Badge Card Re-assignment": 2,
+    "Badge Card Request": 3,
+    "Bio Disable": 4,
+    "Bio Enrollment": 5,
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+    "Calculation of Asset Value": 186,
+    "Calendar and Events Management": 199,
+    "Camera Rotate/Disable Request": 29,
+    "Certificate of Employment Request": 225,
+    "Change Toner": 130,
+    "Client": 159,
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+    "Client Move out": 173,
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+    "ERP": 221,
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+    "Email Account Deletion": 222,
+    "Email Detail Update": 201,
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+    "Email Password Reset": 198,
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+    "Emergency Maintenance": 66,
+    "Employee Leaving": 162,
+    "Equipment Loan/Retrieval": 121,
+    "Exit Clearance": 27,
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+    "Farm-Out": 195,
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+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_lower_case": false,
+  "eos_token": "[SEP]",
+  "mask_token": "[MASK]",
+  "max_length": 512,
+  "model_max_length": 1000000000000000019884624838656,
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+  "padding_side": "right",
+  "sep_token": "[SEP]",
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+  "stride": 0,
+  "tokenizer_class": "DebertaV2Tokenizer",
+  "truncation_side": "right",
+  "truncation_strategy": "longest_first",
+  "unk_token": "[UNK]",
+  "vocab_type": "spm"
+}

training_args.bin

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