Sentence Similarity
sentence-transformers
PyTorch
Safetensors
Transformers
bert
feature-extraction
text-embeddings-inference
Instructions to use nesoai/EnergyBert with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use nesoai/EnergyBert with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("nesoai/EnergyBert") sentences = [ "That is a happy person", "That is a happy dog", "That is a very happy person", "Today is a sunny day" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Transformers
How to use nesoai/EnergyBert with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("nesoai/EnergyBert") model = AutoModel.from_pretrained("nesoai/EnergyBert", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download added_tokens.json from nesoai/EnergyBert: direct link, hf CLI and curl.
- Browser
- Download file 10.2 kB
-
https://huggingface.co/nesoai/EnergyBert/resolve/main/added_tokens.json
- Command line
-
hf download hf://nesoai/EnergyBert/added_tokens.json
-
curl -L -o added_tokens.json https://huggingface.co/nesoai/EnergyBert/resolve/main/added_tokens.json
10.2 kB
| { | |
| "Apartment Block": 30554, | |
| "Atmospheric Pressure": 30851, | |
| "Biofuel": 30727, | |
| "Biomass Pellets": 30726, | |
| "Building": 30752, | |
| "CO2 emissions": 30734, | |
| "CO2 emissions Cooling": 30737, | |
| "CO2 emissions DHW": 30738, | |
| "CO2 emissions Electric consumption": 30740, | |
| "CO2 emissions Global": 30735, | |
| "CO2 emissions Heating": 30736, | |
| "CO2 emissions Lighting": 30739, | |
| "CO2Emission": 30704, | |
| "CO2EmissionLabel": 30705, | |
| "Carbon": 30725, | |
| "Consumption": 30721, | |
| "Date Obeserved": 30568, | |
| "Diesel oil": 30723, | |
| "Event": 30872, | |
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| "Final energy Global": 30728, | |
| "Final energy Heating": 30729, | |
| "Final energy Lighting": 30732, | |
| "Flow terminal": 30753, | |
| "Heat exchanger": 30596, | |
| "Holiday": 30873, | |
| "INTERVAL": 30871, | |
| "Max Pressure Load": 30597, | |
| "Maximum System Voltage": 30598, | |
| "Natural gas": 30722, | |
| "Nominal Power": 30599, | |
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| "Panel Nb Modules": 30600, | |
| "Petroleum liquid gas": 30724, | |
| "Power unit": 30755, | |
| "Sensor": 30553, | |
| "UNIT": 30594, | |
| "Volume": 30552, | |
| "Wall U value": 30564, | |
| "Wind Energy": 30852, | |
| "Window Frame U value": 30565, | |
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| "ac Power Output": 30656, | |
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| "active Energy Import": 30757, | |
| "active Power": 30641, | |
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| "alert Source": 30854, | |
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| "area Weight": 30602, | |
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| "brand Name": 30603, | |
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| "cadastral Reference": 30540, | |
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| "cell Operating Temperature": 30605, | |
| "cell Type": 30606, | |
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| "climatic Zone": 30703, | |
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| "cooling System": 30794, | |
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| "data Provider": 30527, | |
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| "date Finished": 30555, | |
| "date First Used": 30572, | |
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| "date Observed To": 30644, | |
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| "day Minimum": 30867, | |
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| "dc Power Output": 30660, | |
| "deep Of Discharge": 30650, | |
| "design Materials": 30781, | |
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| "discharge Efficiency": 30671, | |
| "discharge Power": 30672, | |
| "displacement Power Factor": 30761, | |
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| "door Count": 30783, | |
| "door Opening Angle": 30784, | |
| "door Type": 30785, | |
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| "duration Peak Power": 30673, | |
| "dwellings Number": 30547, | |
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| "energy Generated": 30823, | |
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| "energy Performance Reference": 30715, | |
| "energy Source": 30592, | |
| "entity Version": 30634, | |
| "exterior Coating": 30786, | |
| "exterior Finish": 30787, | |
| "feel Likes Temperature": 30868, | |
| "feels Likes Temperature": 30840, | |
| "fire Class": 30608, | |
| "firmware Version": 30580, | |
| "floor Height": 30544, | |
| "floor Size": 30538, | |
| "floor Surface": 30549, | |
| "floor Trasmittance": 30548, | |
| "floors Above Ground": 30530, | |
| "floors Below Ground": 30531, | |
| "gross Floor Area": 30543, | |
| "gust Speed": 30869, | |
| "hardware Version": 30581, | |
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| "has Start Time": 30832, | |
| "has Unit": 30870, | |
| "has typical consumption": 30741, | |
| "hasValue ": 30853, | |
| "heating Degree Days": 30717, | |
| "heating Demand Label": 30716, | |
| "identifier": 30836, | |
| "illuminance": 30841, | |
| "installation Condition": 30609, | |
| "installation Mode": 30610, | |
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| "inverter Status": 30645, | |
| "ip Address": 30582, | |
| "is used for": 30632, | |
| "job Title": 30830, | |
| "legal Name": 30837, | |
| "life Cycle Number": 30674, | |
| "location Created": 30838, | |
| "mPPTPVVoltageDC": 30795, | |
| "mac Address": 30583, | |
| "manufacturer Name": 30611, | |
| "mass Energy Density": 30675, | |
| "max Input Current Parallel Assembly": 30796, | |
| "max Output Power": 30676, | |
| "max Solar Power Measure": 30824, | |
| "maxOutputPowerAC": 30797, | |
| "maximum System Voltage": 30790, | |
| "maximumVoltageEOC": 30677, | |
| "meter Type": 30635, | |
| "minimumVoltageEOD": 30678, | |
| "mnc": 30584, | |
| "model Name": 30612, | |
| "module Dimension": 30613, | |
| "module Nb Cells": 30615, | |
| "module Yield Rate": 30617, | |
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| "moduleSTC": 30616, | |
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| "noise Level": 30800, | |
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| "nominal Capacity": 30680, | |
| "nominal Frequency": 30681, | |
| "nominal Peak Power Generation": 30646, | |
| "nominal Voltage": 30682, | |
| "nominal capacity": 30593, | |
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| "nominalFrequencyAC": 30803, | |
| "nominalFrequencyDC": 30804, | |
| "nominalPowerAC": 30805, | |
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| "nominalVoltageAC": 30807, | |
| "nominalVoltageDC": 30808, | |
| "observation Date Time": 30825, | |
| "occupier": 30532, | |
| "off Peak Consumption": 30636, | |
| "open Circuit Voltage": 30651, | |
| "opening Hours": 30533, | |
| "operating Air Humidity": 30809, | |
| "operating Altitude": 30683, | |
| "operating Ampere": 30684, | |
| "operating Frequency": 30685, | |
| "operating Temperature": 30686, | |
| "operating Voltage": 30687, | |
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| "operatingAmpereDC": 30811, | |
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| "operatingFrequencyDC": 30813, | |
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| "operation Type": 30559, | |
| "os Version": 30585, | |
| "over Voltage Category": 30816, | |
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| "people Capacity": 30534, | |
| "people Occupancy": 30535, | |
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| "phase Current": 30826, | |
| "phase To Phase Voltage": 30762, | |
| "phase Type": 30763, | |
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| "primary Energy Consumption": 30718, | |
| "protection Others": 30791, | |
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| "protectionIP": 30627, | |
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| "ref Device": 30628, | |
| "ref Device List": 30792, | |
| "ref Device Model": 30586, | |
| "ref Map": 30536, | |
| "ref Operator": 30561, | |
| "ref Photovoltaic Device": 30640, | |
| "ref Point Of Interest": 30629, | |
| "ref Related Building Operation": 30562, | |
| "ref Related Device Operation": 30523, | |
| "ref Storage Battery Device": 30652, | |
| "ref Target Device": 30767, | |
| "relative Humidity": 30843, | |
| "relative Position": 30587, | |
| "roof Surface": 30551, | |
| "roof Trasmittance": 30550, | |
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| "rssi": 30588, | |
| "salinity": 30860, | |
| "sample Interval": 30595, | |
| "see Also": 30537, | |
| "self Discharge Rate": 30694, | |
| "self consumption": 30819, | |
| "serial Number": 30589, | |
| "snow Height": 30844, | |
| "socket Number": 30749, | |
| "socket Type": 30750, | |
| "software Reference": 30720, | |
| "software Version": 30590, | |
| "solar IrradiationValue": 30566, | |
| "solar Radiation": 30845, | |
| "start Date": 30563, | |
| "startingVoltageDC": 30820, | |
| "state Of Charge": 30653, | |
| "state Of Health": 30654, | |
| "status Percent": 30662, | |
| "storable Energy": 30695, | |
| "stream Gauge": 30846, | |
| "sub Category": 30856, | |
| "supply Phase Nb": 30821, | |
| "supported Protocol": 30591, | |
| "surface Temperature": 30861, | |
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| "thd Voltage": 30769, | |
| "toolBMS": 30696, | |
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| "total Active Energy Import": 30771, | |
| "total Active Power": 30772, | |
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| "total Apparent Energy Import": 30774, | |
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| "total Displacement Power Factor": 30776, | |
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| "total Power Factor": 30777, | |
| "total Project Costs": 30828, | |
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| "type Energy Source": 30697, | |
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| "valid To": 30858, | |
| "ventilation Mode": 30793, | |
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| "work Location": 30831, | |
| "year Built": 30539 | |
| } | |