Model: llmvetter/embedding_finetune
Author: llmvetter
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3820, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, model-index, endpoints_compatible, region:us
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3820, loss:MultipleNegativesRankingLoss
widget: source_sentence: samsung ms23h3125ak/ms23h3125ak
sentences: Canon EOS M50 + 15-45mm IS STM, Bosch KIV32X23GB Integrated, Indesit DIF04B1 Integrated, Samsung MS23H3125AK Black, Samsung RB29FWRNDBC Black, Hisense RQ560N4WC1, Samsung UE32M5520, Nikon CoolPix A10, Hotpoint RPD10457JKK, HP Intel Xeon X5670 2.93GHz Socket 1366 3200MHz bus Upgrade Tray, Indesit DFG15B1S Silver, Samsung WW10M86DQOO, Bosch SMV46MX00G Integrated, LG 49SK8100PLA, Nikon CoolPix W300, AMD Ryzen 3 1300X 3.5GHz  Box, LG OLED65B8PLA, Samsung Galaxy J5 SM-J530, LG 65UK6500PLA, Siemens WM14T391GB, Apple iPhone SE 32GB, source_sentence: lg oled65c8pla
sentences: Beko LCSM1545W White, Bosch KAN90VI20G Stainless Steel, Canon PowerShot SX60 HS, Hotpoint WMAQF621P, Apple iPhone 7 Plus 32GB, Hotpoint FFU4DK Black, Fujifilm Finepix XP130, Bosch WAN24108GB, LG OLED65E8PLA, Intel Core i7-8700K 3.7GHz  Box, Fujifilm X-Pro2, LG OLED65C8PLA, Samsung UE55NU8000, LG 49LK5900PLA, Apple iPhone 8 64GB, Samsung UE65NU7100, AEG L6FBG942R, AMD Ryzen 7 1700 3GHz Box, Panasonic TX-49FX750B, Bosch WKD28351GB, Bosch GUD15A50GB Integrated, source_sentence: 15.748 cm 6.2 2960 x 1440 samoled octa core 2.3ghz quad 1.7gh
sentences: Apple iPhone SE 32GB, Apple iPhone X 64GB, LG 55SK9500PLA, Sony Cyber-shot DSC-WX500, Samsung Galaxy A5 SM-A520F, Apple iPhone 8 Plus 64GB, Indesit IWDD7123, Bosch SMS67MW01G White, Bosch KGV33XW30G White, Samsung WW80K5413UW, AMD Ryzen 3 1300X 3.5GHz  Box, Bosch WAW28750GB, Samsung Galaxy S8+ 64GB, Bosch KGN39VW35G White, Intel Core i7-7700K 4.2GHz  Box, Hotpoint RZAAV22P White, Samsung UE49NU8000, HP AMD Opteron 6276 2.3GHz Upgrade Tray, Praktica Luxmedia Z250, Hotpoint HFC2B19SV White, Hisense RB385N4EW1 White, source_sentence: boxed processor amd ryzen 3 1200 4 x 3.1 ghz quad
sentences: Bosch KGN36HI32 Stainless Steel, Bosch SMS24AW01G White, Hotpoint WDAL8640P, Doro 6050, Samsung QE55Q7FN, AMD Ryzen 3 1200 3.1GHz Box, Samsung UE55NU7500, Huawei Honor 10 128GB Dual SIM, Sony Xperia L1, Hotpoint FFU4DK Black, Hoover DXOC 68C3B, Sony Xperia XA1, Nikon D7200 + 18-105mm VR, HP Intel Xeon DP E5640 2.66GHz Socket 1366 1066MHz bus Upgrade Tray, Samsung UE49NU8000, Panasonic Lumix DMC-FT30, Hotpoint FDL 9640K UK, Apple iPhone 6S Plus 128GB, Nikon D5600 + AF-P 18-55mm VR, HP AMD Opteron 6238 2.6GHz Upgrade Tray, Apple iPhone SE 32GB, source_sentence: lg 49uk6300plb/49uk6300plb
sentences: Bosch KIR24V20GB Integrated, Bosch WAWH8660GB, Intel Core i5-7600K 3.80GHz  Box, Sony Bravia KD-65AF8, Samsung RL4362FBASL Stainless Steel, Bosch SMI50C15GB Silver, Apple iPhone XS Max 256GB, Fujifilm X-T100 + XC 15-45/f3.5-5.6 OIS PZ, Bosch KGN36VW35G White, Samsung WW70K5410UW, Samsung Galaxy J6, LG 49UK6300PLB, Doro Secure 580, Sony Xperia XZ1 Compact, Bosch SMV50C10GB Integrated, Bosch KGN34VB35G Black, Panasonic NN-E27JWMBPQ White, Samsung WW10M86DQOA/EU, LG 55SK9500PLA, Samsung QE65Q8DN, Canon EOS 80D
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
model-index: name: SentenceTransformer
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: Product Category Retrieval Test
type: Product-Category-Retrieval-Test
metrics: type: cosine_accuracy@1
value: 0.8085774058577406
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9476987447698745
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9644351464435147
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9769874476987448
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.8085774058577406
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3158995815899582
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.19288702928870294
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09769874476987449
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.8085774058577406
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9476987447698745
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9644351464435147
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9769874476987448
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9041917131034228
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.879607906621505
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8805000617705705
name: Cosine Map@100
verified: no
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Created: 2024-12-29 14:00:25