Model: mancer146/embeddinggemma-300m-haystack-contrastive-better-thin
Author: mancer146
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, gemma3_text, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:1200, loss:ContrastiveLoss, en, arxiv:1908.10084, base_model:google/embeddinggemma-300m, base_model:finetune:google/embeddinggemma-300m, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: google/embeddinggemma-300m
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:1200, loss:ContrastiveLoss
base_model: google/embeddinggemma-300m
widget: source_sentence: TaxYear: 2025 PRELIMINARY
LandJustValue: $571,965
ImprovementsJustValue: $444,893
TotalJustValue: $1,016,858
SchoolAssessedValue: $657,902
CountyTaxableValue: $607,180
TotalTaxes: $5,881.02

TaxYear: 2024
LandJustValue: $529,037
ImprovementsJustValue: $522,202
TotalJustValue: $1,051,239
SchoolAssessedValue: $639,361
CountyTaxableValue: $589,361
TotalTaxes: $6,003.53

TaxYear: 2023
LandJustValue: $500,470
ImprovementsJustValue: $572,889
TotalJustValue: $1,073,359
SchoolAssessedValue: $620,739
CountyTaxableValue: $570,739
TotalTaxes: $5,956.52

TaxYear: 2022
LandJustValue: $230,519
ImprovementsJustValue: $610,503
TotalJustValue: $841,022
SchoolAssessedValue: $602,659
CountyTaxableValue: $552,659
TotalTaxes: $6,124.86

TaxYear: 2021
LandJustValue: $112,658
ImprovementsJustValue: $472,448
TotalJustValue: $585,106
SchoolAssessedValue: $585,106
CountyTaxableValue: $535,106
TotalTaxes: $6,190.98section: Tax,
county: Collier,
parcel_id: 82660002628
sentences: area_under_air: 2111
livable_floor_area: 2111
parcel_identifier: 51978031927
property_structure_built_year: 2004
property_type: SingleFamily
subdivision: INDIGO LAKES UNIT
total_area: 2551, monthly_tax_amount: 490.09
period_end_date: 2025-12-31
period_start_date: 2025-01-01
property_assessed_value_amount: 657902
property_building_amount: 444893
property_land_amount: 571965
property_market_value_amount: 1016858
property_taxable_value_amount: 607180
tax_year: 2025
yearly_tax_amount: 5881.02

monthly_tax_amount: 510.41
period_end_date: 2022-12-31
period_start_date: 2022-01-01
property_assessed_value_amount: 602659
property_building_amount: 610503
property_land_amount: 230519
property_market_value_amount: 841022
property_taxable_value_amount: 552659
tax_year: 2022
yearly_tax_amount: 6124.86, ownership_transfer_date: 2013-07-09
purchase_price_amount: 830000

ownership_transfer_date: 2011-10-03
purchase_price_amount: 685000

ownership_transfer_date: 2009-07-01
purchase_price_amount: 432500

ownership_transfer_date: 1999-02-22
purchase_price_amount: 0

ownership_transfer_date: 2001-01-25
purchase_price_amount: 360000, source_sentence: TaxYear: 2025 PRELIMINARY
LandJustValue: $0
ImprovementsJustValue: $261,720
TotalJustValue: $261,720
SchoolAssessedValue: $261,720
CountyTaxableValue: $261,720
TotalTaxes: $3,142.17

TaxYear: 2024
LandJustValue: $0
ImprovementsJustValue: $261,720
TotalJustValue: $261,720
SchoolAssessedValue: $261,720
CountyTaxableValue: $261,720
TotalTaxes: $3,551.55

TaxYear: 2023
LandJustValue: $0
ImprovementsJustValue: $298,680
TotalJustValue: $298,680
SchoolAssessedValue: $298,680
CountyTaxableValue: $298,680
TotalTaxes: $4,125.27

TaxYear: 2022
LandJustValue: $0
ImprovementsJustValue: $233,985
TotalJustValue: $233,985
SchoolAssessedValue: $233,985
CountyTaxableValue: $172,700
TotalTaxes: $2,771.07

TaxYear: 2021
LandJustValue: $0
ImprovementsJustValue: $157,000
TotalJustValue: $157,000
SchoolAssessedValue: $157,000
CountyTaxableValue: $157,000
TotalTaxes: $2,342.18section: Tax,
county: Collier,
parcel_id: 31760000209
sentences: first_name: George
last_name: Lewis
middle_name: P

first_name: Karen
last_name: Lewis
middle_name: L, area_under_air: 997
livable_floor_area: 997
parcel_identifier: 31731720000
property_legal_description_text: FAIRWAY FOREST GARDEN VILLAS A CONDOMINIUM UNIT 179
property_structure_built_year: 1987
property_type: Condominium
total_area: 997, monthly_tax_amount: 195.18
period_end_date: 2021-12-31
period_start_date: 2021-01-01
property_assessed_value_amount: 157000
property_building_amount: 157000
property_land_amount: 0
property_market_value_amount: 157000
property_taxable_value_amount: 157000
tax_year: 2021
yearly_tax_amount: 2342.18

monthly_tax_amount: 261.85
period_end_date: 2025-12-31
period_start_date: 2025-01-01
property_assessed_value_amount: 261720
property_building_amount: 261720
property_land_amount: 0
property_market_value_amount: 261720
property_taxable_value_amount: 261720
tax_year: 2025
yearly_tax_amount: 3142.17

monthly_tax_amount: 295.96
period_end_date: 2024-12-31
period_start_date: 2024-01-01
property_assessed_value_amount: 261720
property_building_amount: 261720
property_land_amount: 0
property_market_value_amount: 261720
property_taxable_value_amount: 261720
tax_year: 2024
yearly_tax_amount: 3551.55

monthly_tax_amount: 230.92
period_end_date: 2022-12-31
period_start_date: 2022-01-01
property_assessed_value_amount: 233985
property_building_amount: 233985
property_land_amount: 0
property_market_value_amount: 233985
property_taxable_value_amount: 172700
tax_year: 2022
yearly_tax_amount: 2771.07

monthly_tax_amount: 343.77
period_end_date: 2023-12-31
period_start_date: 2023-01-01
property_assessed_value_amount: 298680
property_building_amount: 298680
property_land_amount: 0
property_market_value_amount: 298680
property_taxable_value_amount: 298680
tax_year: 2023
yearly_tax_amount: 4125.27, source_sentence: ParcelID: 31347702043
FullAddress: 9424 MONTELANICO LOOP, NAPLES 34119
Legal: ESPLANADE GOLF AND COUNTRY CLUB OF NAPLES PHASE 3 BLOCKS K1 K2 AND H3 LOT 1390
Subdivision: 281740 - ESPLANADE G&CC PH3 B-K1,K2,H3 CLUB OF NAPLES PHASE 3 BLOCKS K1 K2 AND H3
UseCode: 1 - SINGLE FAMILY RESIDENTIAL
Section: 15
Township: 48
Range: 26section: Property,
county: Collier,
parcel_id: 31347702043
sentences: monthly_tax_amount: 1296.8
period_end_date: 2023-12-31
period_start_date: 2023-01-01
property_assessed_value_amount: 1452003
property_building_amount: 1459158
property_land_amount: 1594430
property_market_value_amount: 3053588
property_taxable_value_amount: 1402003
tax_year: 2023
yearly_tax_amount: 15561.55

monthly_tax_amount: 1339.02
period_end_date: 2021-12-31
period_start_date: 2021-01-01
property_assessed_value_amount: 1368652
property_building_amount: 1188323
property_land_amount: 180329
property_market_value_amount: 1368652
property_taxable_value_amount: 1318652
tax_year: 2021
yearly_tax_amount: 16068.19

monthly_tax_amount: 1315.87
period_end_date: 2024-12-31
period_start_date: 2024-01-01
property_assessed_value_amount: 1495563
property_building_amount: 1262216
property_land_amount: 1402668
property_market_value_amount: 2664884
property_taxable_value_amount: 1445563
tax_year: 2024
yearly_tax_amount: 15790.39

monthly_tax_amount: 1187.99
period_end_date: 2025-12-31
period_start_date: 2025-01-01
property_assessed_value_amount: 1538934
property_building_amount: 1117620
property_land_amount: 1508245
property_market_value_amount: 2625865
property_taxable_value_amount: 1488212
tax_year: 2025
yearly_tax_amount: 14255.93

monthly_tax_amount: 1334.85
period_end_date: 2022-12-31
period_start_date: 2022-01-01
property_assessed_value_amount: 1409712
property_building_amount: 1553410
property_land_amount: 470644
property_market_value_amount: 2024054
property_taxable_value_amount: 1359712
tax_year: 2022
yearly_tax_amount: 16018.16, area_under_air: 2313
livable_floor_area: 2313
parcel_identifier: 31347702043
property_legal_description_text: ESPLANADE GOLF AND COUNTRY CLUB OF NAPLES PHASE 3 BLOCKS K1 K2 AND H3 LOT 1390
property_structure_built_year: 2018
property_type: SingleFamily
subdivision: ESPLANADE G&CC PH3 B-K1,K2,H3 CLUB OF NAPLES PHASE 3 BLOCKS K1 K2 AND H3
total_area: 2767, city_name: NAPLES
postal_code: 34105
range: 25
section: 14
state_code: FL
street_name: WOODSHIRE
street_number: 1018
street_suffix_type: Ln
township: 49, source_sentence: OwnerLine 1: 21 VB PROPERTIES LLCsection: Owners,
county: Collier,
parcel_id: 23270120001
sentences: first_name: Kenneth
last_name: Holman
middle_name: W, city_name: NAPLES
state_code: FL
street_name: WILLOWBROOK
street_number: 765
street_suffix_type: Dr
township: 49, name: 21, source_sentence: FullAddress: 5852 NORTHRIDGE DR, NAPLES 34110
Legal: CARLTON LAKES UNIT NO 2 BLK A LOT 5 NKA VILLAS I AT CARLTON LAKES (HO) UNIT A-5
Section: 19
Township: 48
Range: 26section: Address,
county: Collier,
parcel_id: 25540003380
sentences: monthly_tax_amount: 317.4
period_end_date: 2022-12-31
period_start_date: 2022-01-01
property_assessed_value_amount: 381299
property_building_amount: 441115
property_land_amount: 134469
property_market_value_amount: 575584
property_taxable_value_amount: 331299
tax_year: 2022
yearly_tax_amount: 3808.76

monthly_tax_amount: 517.39
period_end_date: 2025-12-31
period_start_date: 2025-01-01
property_assessed_value_amount: 692367
property_building_amount: 324162
property_land_amount: 368205
property_market_value_amount: 692367
property_taxable_value_amount: 641645
tax_year: 2025
yearly_tax_amount: 6208.64

monthly_tax_amount: 320.37
period_end_date: 2021-12-31
period_start_date: 2021-01-01
property_assessed_value_amount: 370193
property_building_amount: 334803
property_land_amount: 35390
property_market_value_amount: 370193
property_taxable_value_amount: 320193
tax_year: 2021
yearly_tax_amount: 3844.46, first_name: Christina
last_name: Zajac
middle_name: R

first_name: Thomas
last_name: Zajac
middle_name: H, city_name: NAPLES
lot: 5
postal_code: 34110
range: 26
section: 19
state_code: FL
street_name: NORTHRIDGE
street_number: 5852
street_suffix_type: Dr
township: 48
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy, cosine_accuracy_threshold, cosine_f1, cosine_f1_threshold, cosine_precision, cosine_recall, cosine_ap, cosine_mcc
model-index: name: EmbeddingGemma-300m trained to measure coverage
results: task: type: binary-classification
name: Binary Classification
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy
value: 0.96
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.9616374969482422
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.961038961038961
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.9616374969482422
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.9367088607594937
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9866666666666667
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9525238269081858
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.9213112424256316
name: Cosine Mcc
verified: no
Likes: 0 | All-time downloads: 16
Created: 2025-10-27 14:22:23