Datasets:

fine-tuned
/

BAAI_bge-m3-6232024-4vtf-webapp

+---
+license: apache-2.0
+task_categories:
+- feature-extraction
+- sentence-similarity
+language:
+- en
+tags:
+- sentence-transformers
+- feature-extraction
+- sentence-similarity
+- mteb
+- HVAC
+- Commercial
+- Residential
+- Technical
+- Prices
+pretty_name: Heating Ventilation and Air Conditioning units
+size_categories:
+- n<1K
+---
+# BAAI_bge-m3-6232024-4vtf-webapp Dataset
+## Dataset Description
+The dataset "Heating Ventilation and Air Conditioning units" is a generated dataset designed to support the development of domain specific embedding models for retrieval tasks.
+## Associated Model
+This dataset was used to train the [**BAAI_bge-m3-6232024-4vtf-webapp**](https://huggingface.co/fine-tuned/BAAI_bge-m3-6232024-4vtf-webapp) model.
+## How to Use
+To use this dataset for model training or evaluation, you can load it using the Hugging Face `datasets` library as follows:
+```python
+from datasets import load_dataset
+dataset = load_dataset("fine-tuned/BAAI_bge-m3-6232024-4vtf-webapp")
+print(dataset['test'][0])
+```

domain-specific-config.json ADDED Viewed

	@@ -0,0 +1,342 @@

+{
+    "general_domain_description": "Heating Ventilation and Air Conditioning units",
+    "query_language": "English",
+    "query_types": [
+        "technical product description with pricing"
+    ],
+    "query_length_min": 10,
+    "query_length_max": 15,
+    "document_language": "English",
+    "document_types": [
+        "product information sheet"
+    ],
+    "document_length_min": 10,
+    "document_length_max": 20,
+    "tags": [
+        "HVAC",
+        "Commercial",
+        "Residential",
+        "Technical",
+        "Prices"
+    ],
+    "topics": [
+        "ASHRAE",
+        "Absorption Chiller",
+        "Air Change Rate",
+        "Air Duct",
+        "Air Filter",
+        "Air Handling Unit",
+        "Airflow",
+        "Airlock",
+        "Ambient Temperature",
+        "Amperage",
+        "Anemometer",
+        "Automatic Damper",
+        "Axial Fan",
+        "BAS (Brake Assist System)",
+        "BAS (British Approval Service)",
+        "BAS (Building Automation System)",
+        "Backdraft Damper",
+        "Balancing Damper",
+        "Ball Bearing",
+        "Barometric Pressure",
+        "Capacity Control",
+        "Carbon Monoxide Detector",
+        "Central Air Conditioning",
+        "Chilled Water System",
+        "Chiller Plant",
+        "Chimney Effect",
+        "Coil Cleaning",
+        "Cold Air Return",
+        "Compressor Overload",
+        "Condensate Drain",
+        "Condenser Coil",
+        "Constant Air Volume",
+        "Cooling Capacity",
+        "Cooling Tower",
+        "Crankcase Heater",
+        "Crankcase Pressure Regulator",
+        "Crankcase Ventilation",
+        "Crankshaft Position Sensor",
+        "Cross Flow Heat Exchanger",
+        "Cubic Feet per Minute",
+        "Current Sensing Relay",
+        "Cycle Time",
+        "Cycling Air Conditioner",
+        "Cylinder Head Temperature Sensor",
+        "Damper",
+        "Dehumidifier",
+        "Diffuser",
+        "Ductwork",
+        "Economizer",
+        "Efficiency Ratio",
+        "Electric Heat Pump",
+        "Electric Resistance Heating",
+        "Electric Ventilation System",
+        "Electronic Air Cleaner",
+        "Electrostatic Filter",
+        "Emergency Heat",
+        "Energy Efficiency Ratio",
+        "Energy Management System",
+        "Energy Recovery Ventilator",
+        "Energy Star Certified",
+        "Evaporative Cooler",
+        "Evaporator Coil",
+        "Evaporator Fan",
+        "Evaporator Pad",
+        "Evaporator Unit",
+        "Exfiltration",
+        "Exhaust Air Heat Pump",
+        "Exhaust Fan",
+        "Exhaust Fan Control",
+        "Exhaust Hood",
+        "Exhaust Hood System",
+        "Exhaust Stack",
+        "Exhaust Stack Cap",
+        "Exhaust Valve",
+        "Exhaust Valve Actuator",
+        "Exhaust Vent",
+        "Exhaustive Air System",
+        "Expansion Joint",
+        "Expansion Joint Cover",
+        "Expansion Loop",
+        "Expansion Tank",
+        "Expansion Tank Piping",
+        "Expansion Valve",
+        "Expansion Valve Assembly",
+        "Expansion Vessel",
+        "External Static Pressure",
+        "Fan Coil Unit",
+        "Fan Motor",
+        "Fan Speed Control",
+        "Filtration System",
+        "Flue Gas",
+        "Freon",
+        "Furnace Efficiency",
+        "Gas Burner",
+        "Gas Furnace",
+        "Gas Leak Detector",
+        "Gas Pressure Regulator",
+        "Gas Sensor",
+        "Gas Valve",
+        "Gas Valve Actuator",
+        "Gas Vent",
+        "Gas Water Heater",
+        "Gas-Fired Furnace",
+        "Gas-Fired Heater",
+        "Gas-Fired Water Heater",
+        "Geothermal Heat Pump",
+        "Grille Assembly",
+        "Ground Source Heat Pump",
+        "HVAC System",
+        "Heat Exchanger",
+        "Heat Pump",
+        "Heat Recovery Ventilator",
+        "Heat Sink",
+        "Heating Element",
+        "Heating Load",
+        "Heating Seasonal Performance Factor",
+        "Heating Ventilation and Air Conditioning",
+        "Hepa Filter",
+        "High-Efficiency Particulate Air",
+        "Humidification",
+        "Humidifier",
+        "Humidistat",
+        "Hydronic Heating",
+        "Hygrometer",
+        "Ignition Control Module",
+        "Indoor Air Quality",
+        "Infrared Heater",
+        "Inverter Compressor",
+        "Ionizer",
+        "K-factor",
+        "Kiln-dried Lumber",
+        "Kilowatt-hour",
+        "Latent Heat",
+        "Leak Detection",
+        "Linear Diffuser",
+        "Liquid Line",
+        "Load Calculation",
+        "Low Ambient",
+        "Low Leak",
+        "Low Side",
+        "Magnehelic Gauge",
+        "Make-Up Air Unit",
+        "Manifold Gauge Set",
+        "Manual D",
+        "Manual J",
+        "Manual S",
+        "Mass Flow Rate",
+        "Master Flow",
+        "Maximum Allowable Pressure",
+        "Maximum Allowable Temperature",
+        "Maximum Operating Pressure",
+        "Maximum Operating Temperature",
+        "Maximum Static Pressure",
+        "Maximum Working Pressure",
+        "Maximum Working Temperature",
+        "Media Filter",
+        "Megohmmeter",
+        "Microchannel Coil",
+        "Mini Split System",
+        "Mixed Air",
+        "Mixed Flow Fan",
+        "Mixed Refrigerant",
+        "Modulating Control",
+        "Moisture Separator",
+        "Motor Starter",
+        "Multi-Stage Cooling",
+        "Multi-Stage Heating",
+        "Multi-Zone System",
+        "Negative Pressure",
+        "Noise Reduction",
+        "Occupancy Sensor",
+        "Oil Furnace",
+        "Oil Separator",
+        "Open Loop System",
+        "Outdoor Air Damper",
+        "Outdoor Unit",
+        "Overcurrent Protection",
+        "Overload Protection",
+        "Oversized Ductwork",
+        "Ozone Depletion Potential",
+        "Parasitic Load",
+        "Particulate Matter",
+        "Passive Solar Heating",
+        "Peak Load",
+        "Permeability",
+        "Photovoltaic Cells",
+        "Plenum Chamber",
+        "Positive Displacement Pump",
+        "Power Factor",
+        "Pressure Enthalpy Chart",
+        "Pressure Relief Valve",
+        "Programmable Thermostat",
+        "Psychrometrics",
+        "Purge Valve",
+        "Quality Control",
+        "Quantum Cascade Laser",
+        "Quenching",
+        "QuietCool Whole House Fan",
+        "Radiant Heating",
+        "Radiation Shield",
+        "Radiator",
+        "Radiator Cap",
+        "Radiator Fan",
+        "Radiator Hose",
+        "Radiator Valve",
+        "Rain Sensor",
+        "Reciprocating Compressor",
+        "Refrigerant",
+        "Refrigerant Charge",
+        "Refrigerant Leak Detector",
+        "Refrigeration Cycle",
+        "Refrigeration System",
+        "Regenerative Heat Exchanger",
+        "Regulator Valve",
+        "Relative Humidity",
+        "Remote Control Thermostat",
+        "Residential HVAC System",
+        "Return Air Duct",
+        "Reverse Cycle Air Conditioning",
+        "Reversing Valve",
+        "Roof Ventilator",
+        "Room Air Conditioner",
+        "Room Thermostat",
+        "Rotary Compressor",
+        "Rotary Heat Exchanger",
+        "Run Capacitor",
+        "SEER (Seasonal Energy Efficiency Ratio)",
+        "Scroll Compressor",
+        "Sensible Heat",
+        "Sensible Heat Ratio",
+        "Setback Thermostat",
+        "Shade Coefficient",
+        "Single Package",
+        "Single-Zone",
+        "Sizing",
+        "Slab Coil",
+        "Sleeve Bearing",
+        "Smart Thermostat",
+        "Snubber",
+        "Solar Gain",
+        "Solenoid Valve",
+        "Sound Attenuators",
+        "Space Conditioning",
+        "Space Load",
+        "Split System",
+        "Spool Compressor",
+        "Spot Cooling",
+        "Spray Foam Insulation",
+        "Spring Isolator",
+        "Stack Effect",
+        "Staged Heating",
+        "Stagnant Water Baffle",
+        "Standard Air",
+        "Static Pressure",
+        "Steam Humidifier",
+        "Steel Belted Duct",
+        "Strainer",
+        "Subcooling",
+        "Supply Air",
+        "Supply Fan",
+        "Supply Plenum",
+        "Supply Register",
+        "Supply Side",
+        "Surge Tank",
+        "Swamp Cooler",
+        "Sweating",
+        "Swirl Diffuser",
+        "System Balancing",
+        "System Integration",
+        "TXV (Thermostatic Expansion Valve)",
+        "Thermal Expansion Valve",
+        "Thermal Load",
+        "Thermal Zone",
+        "Thermostat",
+        "Thermostatic Expansion Valve",
+        "Three-Way Valve",
+        "Ton of Refrigeration",
+        "Torque",
+        "Total Heat",
+        "Total Heat Exchange",
+        "Transcritical Cycle",
+        "Transfer Duct",
+        "Transformer",
+        "Transitional Flow",
+        "Transmission Load",
+        "Tri-generation",
+        "Tubing Cutter",
+        "Turbine Inlet Cooling",
+        "Turbocharger",
+        "Two-Stage Cooling",
+        "Two-Stage Heating",
+        "U-Factor",
+        "UV Germicidal Irradiation",
+        "Ultraviolet Light Purification",
+        "Underfloor Heating",
+        "Unit Heater",
+        "Unit Ventilator",
+        "Upflow Furnace",
+        "Uplight",
+        "Upstream",
+        "VRF (Variable Refrigerant Flow)",
+        "Vacuum Pump",
+        "Vane Axial Fan",
+        "Variable Air Volume (VAV) System",
+        "Variable Frequency Drive (VFD)",
+        "Variable Refrigerant Flow (VRF)",
+        "Variable Speed Motor",
+        "Ventilation Rate",
+        "Ventilator",
+        "Vertical Air Handler",
+        "Vibration Isolator",
+        "Viscosity",
+        "Volatile Organic Compounds (VOCs)",
+        "Volume Damper",
+        "Vortex Finder",
+        "Zone Control System",
+        "Zone Damper",
+        "Zoning"
+    ]
+}

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