Upload folder using huggingface_hub

.gitignore

@@ -0,0 +1,2 @@
+*.cache
+*.vscode

README.md

@@ -0,0 +1,303 @@
+---
+library_name: transformers
+tags:
+  - recommendation
+  - e-commerce
+  - sequential-modeling
+  - next-item-prediction
+  - behavioral-modeling
+---
+
+# Commerce Intent
+
+## Model Overview
+
+Commerce Intent is a pretrained sequential behavioral model for e-commerce session understanding. It is trained to predict the next item in a user session based on historical interaction sequences.
+
+The model learns representations from multi-modal structured signals, including:
+
+- Item ID
+- Brand
+- Category
+- Event type (view, cart and purchase)
+- Normalized price
+- Positional order within the session
+
+It is designed as a foundation model for downstream recommendation and behavioral modeling tasks.
+
+---
+
+## Model Details
+
+### Model Description
+
+Commerce Intent models user behavior within a session as an autoregressive sequence modeling problem. Given a sequence of past interactions, the model predicts the next likely item.
+
+The architecture consists of:
+
+- Multi-embedding token fusion (item, brand, category, event)
+- Continuous price projection
+- Positional encoding
+- Transformer encoder with causal masking
+- Linear head for next-item prediction
+
+This model is pretrained and can be fine-tuned for recommendation, ranking, or conversion modeling tasks.
+
+- **Developed by:** infinity6
+- **Model type:** Sequential autoregressive transformer
+- **Language(s):** Structured e-commerce interaction data (non-NLP)
+- **License:** Apache 2.0
+- **Finetuned from model:** None (trained from scratch)
+
+---
+
+## ⚙️ Dependencies
+
+This model depends on the external package:
+
+- https://github.com/infinity6-ai/i6model_ecomm
+
+The package contains the custom architecture required to correctly load and run the model. You must install it before using Commerce Intent.
+
+### Installation
+
+Clone the repository:
+
+```bash
+git clone https://github.com/infinity6-ai/i6model_ecomm.git
+cd i6model_ecomm
+pip install .
+```
+
+---
+
+## Intended Use
+
+### Direct Use
+
+The model can be used directly for:
+
+- Next-item prediction
+- Session-based recommendation
+- Behavioral embedding extraction
+- Purchase intent modeling
+- Real-time ranking systems
+
+Example:
+
+```python
+import torch
+
+from i6modelecomm.model import i6modelecomm
+
+model = i6modelecomm.CommerceIntent.from_pretrained(
+    "i6-aiworks/ecomm_shop_intent_pretrained"
+)
+
+# TODO: map items and remap categories.
+
+# TODO: freeze layers and train with your data.
+
+model.eval()
+
+D = 'cpu'
+
+# batch_size | seq_len = 3
+itms = torch.tensor([[12, 45, 78]], dtype=torch.long).to(D)
+brds = torch.tensor([[3, 7, 2]], dtype=torch.long).to(D)
+cats = torch.tensor([[8, 8, 15]], dtype=torch.long).to(D)
+prcs = torch.tensor([[29.9, 35.0, 15.5]], dtype=torch.float).to(D)
+evts = torch.tensor([[1, 1, 2]], dtype=torch.long).to(D)
+
+# mask
+mask = torch.tensor([[1, 1, 1]], dtype=torch.bool).to(D)
+
+with torch.no_grad():
+    outputs = model(
+        itms=itms,      # items
+        brds=brds,      # brands
+        cats=cats,      # categories
+        prcs=prcs,      # prices
+        evts=evts,      # events
+        attention_mask=mask,
+        labels=None     # inference only -- no loss computation
+    )
+
+# logits tem shape (B, L-1, num_itm)
+logits = outputs.logits
+
+print("Logits shape:", logits.shape)
+```
+
+Inputs must include:
+
+- `itms`
+- `brds`
+- `cats`
+- `evts`
+- `prcs`
+- `attention_mask`
+
+---
+
+### Downstream Use
+
+The model can be fine-tuned for:
+
+- Conversion prediction
+- Cart abandonment modeling
+- Customer lifetime value modeling
+- Cross-sell / upsell recommendation
+- Personalized search ranking
+
+---
+
+### Out-of-Scope Use
+
+This model is not suitable for:
+
+- Natural language tasks
+- Image tasks
+- Generative text modeling
+- Multi-user graph modeling without adaptation
+- Cold-start scenarios without item mappings and category remapping
+
+---
+
+## Bias, Risks, and Limitations
+
+- The model reflects behavioral biases present in historical e-commerce data.
+- Popularity bias may emerge due to item frequency distribution.
+- Model performance depends on session length and interaction quality.
+- Cold-start performance for unseen items is limited.
+- It does not encode demographic or identity-aware fairness constraints.
+
+### Recommendations
+
+- Monitor recommendation fairness and popularity skew.
+- Retrain periodically to reflect new item distributions.
+- Apply business constraints in production systems.
+- Use A/B testing before large-scale deployment.
+
+---
+
+## Training Details
+
+### Training Data
+
+The model was trained on large-scale anonymized e-commerce interaction logs containing:
+
+- Session-based user interactions
+- Item identifiers
+- Brand identifiers
+- Category identifiers
+- Event types
+- Timestamped behavioral sequences
+- Price values (log-normalized and standardized)
+
+Sessions shorter than a minimum threshold were filtered.
+
+---
+
+## Training Data
+
+### Data Sources and Preparation
+
+The model was trained on a unified, large-scale corpus of e-commerce interaction data, aggregating and normalizing multiple public datasets to create a robust foundation for sequential behavior modeling.
+
+The training data combines the following sources:
+
+| Dataset                                                       | Description                                                      | Key Statistics    |
+|---------------------------------------------------------------|------------------------------------------------------------------|-------------------|
+| **E-commerce behavior data from multi category store**        | Real event logs from a multi-category e-commerce platform        | ~285M records     |
+| **E-commerce Clickstream and Transaction Dataset (Kaggle)**   | Sequential event data including views and clicks                 | ~500K+ events     |
+| **E-Commerce Behavior Dataset – Agents for Data**             | Product interactions from ~18k users across multiple event types | ~2M interactions  |
+| **Retail Rocket clickstream dataset**                         | Industry-standard dataset with views, carts, and purchases       | ~2.7M events      |
+| **SIGIR 2021 / Coveo Session data challenge**                 | Navigation sessions with clicks, adds, purchase + metadata       | ~30M events       |
+| **JDsearch dataset**                                          | Real interactionswith search queries from JD.com platform        | ~26M interactions |
+
+### Data Unification and Normalization
+
+All datasets underwent a rigorous unification and normalization process:
+
+- **Schema Alignment**: Standardized field names and types across all sources (item_id, brand_id, category_id, event_type, timestamp, price)
+- **Event Type Normalization**: Mapped varied event nomenclature to a standardized taxonomy (view, cart, purchase)
+- **ID Harmonization**: Created consistent ID spaces for items, brands, and categories through cross-dataset mapping
+- **Temporal Alignment**: Unified timestamp formats and established consistent session windows
+- **Price Normalization**: Applied log-normalization (log1p) followed by standardization using global statistics
+- **Session Construction**: Reconstructed user sessions based on temporal proximity and interaction patterns
+- **Quality Filtering**: Removed sessions below minimum length threshold and filtered anomalous interactions
+
+This diverse and comprehensive training corpus enables the model to learn robust representations of e-commerce behavior patterns across different platforms, markets, and interaction types, serving as a strong foundation for downstream fine-tuning tasks.
+
+---
+
+### Preprocessing
+
+- Missing categorical values replaced with `UNK`
+- Price values transformed via `log1p`
+- Standardization using global mean and standard deviation
+- Session truncation to fixed-length sequences
+- Right padding with attention masking
+
+---
+
+### Training Objective
+
+Next-item autoregressive prediction using cross-entropy loss with padding ignored.
+
+---
+
+### Training Regime
+
+- **Precision:** FP32
+- **Optimizer:** AdamW
+- **Learning Rate:** 1e-3 with warmup
+- **Gradient Clipping:** 5.0
+- **Causal masking applied**
+
+---
+
+## Evaluation
+
+### Metrics
+
+- Cross-Entropy Loss
+- Perplexity
+- Recall@20
+
+### Results
+
+On the evaluation split, the model achieved:
+
+- **Perplexity:** 24.04
+- **Recall@20:** 0.6823
+
+These results indicate strong next-item prediction performance in session-based e-commerce interaction modeling.
+
+### Summary
+
+The model demonstrates:
+
+- Low predictive uncertainty (Perplexity 24.04)
+- High ranking quality for next-item recommendation (Recall@20 of 68.23%)
+
+Performance may vary depending on dataset distribution, session length, and preprocessing configuration.
+
+---
+
+## Environmental Impact
+
+- **Hardware:** GPU NVIDIA H100 NVL (94GB PCIe 5.0)
+- **Precision:** FP32
+- **Training Duration:** Several hours (varies by configuration)
+- **Carbon Impact:** ≈45 kg CO₂e (estimated based on energy consumption of 30h on H100 GPU)
+
+---
+
+## Limitations
+
+- No long-term user modeling beyond session scope
+- Does not include user-level embeddings
+- Requires predefined categorical vocabularies
+- Limited generalization to unseen item IDs

assets/brds.csv

@@ -0,0 +1,4305 @@
+brand,idx
+UNK,1
+a-case,2
+a-derma,3
+a-elita,4
+a-mega,5
+aardwolf,6
+abk,7
+abris,8
+absolutechampion,9
+abtoys,10
+academie,11
+accord,12
+accumaster,13
+acd,14
+acebeam,15
+acer,16
+aces,17
+achilles,18
+acm,19
+acme,20
+acorp,21
+acqua,22
+acron,23
+action,24
+actiontrack,25
+activision,26
+acuvue,27
+acv,28
+acvilagrup,29
+adagio,30
+adam,31
+adamas,32
+adamex,33
+adata,34
+addlink,35
+adel,36
+adelline,37
+adidas,38
+adil,39
+adile,40
+admarginem,41
+admira,42
+adriatica,43
+adrilux,44
+advan,45
+aeg,46
+aeolus,47
+aero,48
+aerocool,49
+aeroforce,50
+aerolajf,51
+aerosystem,52
+afnan,53
+afox,54
+ag,55
+agatharuizdelaprada,56
+agl,57
+agness,58
+agrimotor,59
+agu,60
+aiken,61
+aiko,62
+aileron,63
+aimile,64
+aimoto,65
+air-cool,66
+airline,67
+airmax,68
+airwheel,69
+aist,70
+aivengo,71
+ajmal,72
+akai,73
+akara,74
+akel,75
+akg,76
+akom,77
+akor,78
+akpo,79
+akro,80
+aksion,81
+akva,82
+akvafor,83
+akvalinia,84
+akvarel,85
+akvaton,86
+al-ko,87
+aladen,88
+alaia,89
+alaskaoriginale,90
+alavann,91
+albertocasiano,92
+alca,93
+alcasta,94
+alcon,95
+alctron,96
+aldit,97
+alerana,98
+alesis,99
+aletant,100
+aleteja,101
+alex,102
+alexandermcqueen,103
+alexandre.j,104
+alexika,105
+alexrojo,106
+alfa,107
+algotherm,108
+alilo,109
+alinapaint,110
+alinex,111
+alis,112
+alissabeaute,113
+alita,114
+alkor,115
+alligator,116
+allocacoc,117
+allvega,118
+almacom,119
+almada,120
+almaks,121
+almaty,122
+alondra,123
+alphaline,124
+alphard,125
+alpicool,126
+alpika,127
+alpina,128
+alpinapabliser,129
+alpine,130
+alser,131
+altacto,132
+altair,133
+alteco,134
+altenzo,135
+alterna,136
+altinbasak,137
+alumet,138
+alutec,139
+alvarez,140
+alvitek,141
+am-pm,142
+am.pm,143
+amalbooks,144
+amarobaby,145
+amatis,146
+amazon,147
+ambition,148
+amd,149
+amefa,150
+amen,151
+amercook,152
+americancrew,153
+americanmotionfitness,154
+amet,155
+amf,156
+amico,157
+amigami,158
+amistar,159
+amos,160
+amouage,161
+ampeg,162
+ampm,163
+ams,164
+amtel,165
+anahickmann,166
+and,167
+andeks,168
+andrea,169
+andrewfuchs,170
+andromeda,171
+anesi,172
+anex,173
+annaanna,174
+annaite,175
+annovireverberi,176
+anon,177
+anreks,178
+anskin,179
+ansmann,180
+ant,181
+anta,182
+antares,183
+antec,184
+antika,185
+antoniolavazza,186
+anytek,187
+aoc,188
+aoki,189
+aolais,190
+aorus,191
+aoteli,192
+apacer,193
+apache,194
+apart,195
+apc,196
+apcbyschneiderelectric,197
+apex,198
+aplus,199
+apollo,200
+apple,201
+appollo,202
+apriori,203
+aqua,204
+aquafruit,205
+aqualife,206
+aquamarine,207
+aquanet,208
+aquapick,209
+aquarelle,210
+aquatic,211
+aquaton,212
+aquaverso,213
+aquavis,214
+aquilon,215
+ara,216
+arai,217
+arba,218
+arcancilparis,219
+arcodoro,220
+ardahali,221
+ardell,222
+ardesia,223
+ardo,224
+ardoni,225
+arena,226
+areol,227
+arg,228
+aria,229
+ariete,230
+ariston,231
+ark,232
+arkadia,233
+arktika,234
+armada,235
+armandbasi,236
+armani,237
+armos,238
+arms,239
+armytek,240
+arnica,241
+arno,242
+arpenaz,243
+arrivo,244
+arsi,245
+arstisa,246
+art-visage,247
+artel,248
+arteolfatto,249
+artiny,250
+artmusical,251
+artplays,252
+artspace,253
+arturia,254
+artvisage,255
+artway,256
+arua,257
+aruna,258
+arwanan,259
+asb,260
+ascoli,261
+asel,262
+ashleyfurniture,263
+asics,264
+asil,265
+askona,266
+asm,267
+asmrelaks,268
+asrock,269
+ast,270
+astana,271
+aston,272
+astrid,273
+asus,274
+asustor,275
+asx,276
+atelier,277
+ateliero,278
+aten,279
+atkinsons,280
+atlant,281
+atlantic,282
+atlas,283
+atmosphera,284
+atoll,285
+atomic,286
+aton,287
+atrai,288
+ats,289
+attikus,290
+attribute,291
+audac,292
+audio-technica,293
+audiotop,294
+audison,295
+aufine,296
+augustinwelz,297
+aula,298
+auldey,299
+auratic,300
+aurora,301
+ausini,302
+author,303
+autojet,304
+autoline,305
+autolite,306
+autopower,307
+autoprofi,308
+autovirazh,309
+aux,310
+ava,311
+avalon,312
+avaloncarpet,313
+avanta,314
+avatar,315
+avatyre,316
+avel,317
+avene,318
+avengers,319
+avermedia,320
+avina,321
+avis,322
+avizor,323
+avrora,324
+avrorateksdizajn,325
+avs,326
+avtotent,327
+awei,328
+axis,329
+axper,330
+azbuka,331
+azbuka-attikus,332
+azbukvarik,333
+azzaro,334
+b-kids,335
+babolat,336
+baboo,337
+babor,338
+baby,339
+babybotte,340
+babycare,341
+babycarrier,342
+babygo,343
+babyhit,344
+babykiss,345
+babyliss,346
+babylisspro,347
+babylock,348
+babymoov,349
+babyono,350
+babys,351
+babysinq,352
+babyswing,353
+babytime,354
+babywood,355
+babyzen,356
+babyzz,357
+badboy,358
+baden,359
+badlandgames,360
+bafang,361
+bagdanoviceskijfarforyvyjzavod,362
+baige,363
+bair,364
+bakugan,365
+baldessarini,366
+balenciaga,367
+ballarini,368
+ballist-x,369
+ballistix,370
+ballu,371
+balmain,372
+balta,373
+baltekstil,374
+balterio,375
+bambi,376
+bambini,377
+bambola,378
+bamboo,379
+banbao,380
+bandai,381
+bandainamco,382
+banquet,383
+baratto,384
+barbie,385
+bardahl,386
+barer,387
+barettoni,388
+barhatnyjsezon,389
+barneo,390
+barokko,391
+baroque,392
+barretoni,393
+bars,394
+bartek,395
+bartplast,396
+barty,397
+barum,398
+basaran,399
+baseus,400
+basf,401
+basharan,402
+basic,403
+basik,404
+basilico,405
+batik,406
+batiste,407
+batman,408
+battat,409
+battipav,410
+baudet,411
+bauer,412
+bayer,413
+bayerdolls,414
+bayerlux,415
+baymak,416
+bazhou,417
+bbk,418
+bburago,419
+bd,420
+beaba,421
+beanzeez,422
+beats,423
+beautycreations,424
+beautyvisage,425
+becker,426
+beeline,427
+behringer,428
+beijing,429
+beisier,430
+beko,431
+bekzatsport,432
+bel,433
+bela,434
+belaakalitva,435
+belashoff,436
+belavtokomplekt,437
+belcat,438
+belecoo,439
+belgia,440
+belis,441
+beliss,442
+belka,443
+belkin,444
+bellamebel,445
+belletti,446
+belux,447
+belyjedinorog,448
+bene,449
+benebaby,450
+benq,451
+bentley,452
+berber,453
+bergamo,454
+bergauf,455
+berger,456
+berghoff,457
+bergner,458
+berkley,459
+berkut,460
+berlingerhaus,461
+bernina,462
+berossi,463
+bertoni,464
+beru,465
+besafe,466
+bessey,467
+best,468
+bestlife,469
+bestoy,470
+bestway,471
+besty,472
+bethesda,473
+betsy,474
+beurer,475
+beyblade,476
+beyerdynamic,477
+beyonce,478
+beyond,479
+bfgoodrich,480
+bfsnowboards,481
+bfz,482
+bibalina,483
+bielita,484
+biema,485
+biemmedue,486
+big,487
+bigben,488
+bigdream,489
+bigklever,490
+billi,491
+binatone,492
+bio-oil,493
+bio-tekstil,494
+bioderma,495
+biography,496
+biol,497
+biolage,498
+biolane,499
+bioline,500
+biomecanics,501
+bionime,502
+biostar,503
+biotech,504
+biotherm,505
+biovea,506
+bioworld,507
+birusa,508
+bisou,509
+bissell,510
+biwec,511
+bkf,512
+blackberry,513
+blackbox,514
+blackdecker,515
+blackmores,516
+blackvue,517
+blam,518
+blanco,519
+blaster,520
+blauberg,521
+blaumann,522
+blaupunkt,523
+blenderbottle,524
+blg,525
+bloomsbury,526
+bluedio,527
+blueseven,528
+bluesonic,529
+blumarine,530
+blw,531
+bmw,532
+boarteks,533
+boccia,534
+bochetti,535
+body-solid,536
+bodykraft,537
+bodysculpture,538
+bodysolid,539
+bogates,540
+bohemia,541
+bohemian,542
+bohmann,543
+bomann,544
+bombbar,545
+bombcat,546
+bomberg,547
+bombora,548
+bompani,549
+bona,550
+bond,551
+bondibon,552
+boneco,553
+bonita,554
+bonvini,555
+booil,556
+borasco,557
+bork,558
+borovici,559
+bosch,560
+bose,561
+bosher,562
+bosnic,563
+boss,564
+bossh,565
+bot,566
+botanica,567
+botas,568
+boto,569
+botticelli,570
+boucheron,571
+bouncin,572
+bourjois,573
+bovidix,574
+boyscout,575
+bozhi,576
+bq,577
+bra,578
+bradex,579
+brahner,580
+brain,581
+brateck,582
+brauberg,583
+braumauto,584
+braun,585
+bravat,586
+bravis,587
+bravo,588
+breezeboat,589
+bresser,590
+brevi,591
+bridgestone,592
+brisk,593
+brita,594
+britneyspears,595
+britop,596
+briverre,597
+brizoll,598
+brkpress,599
+bro,600
+broomer,601
+brother,602
+bruder,603
+brumer,604
+brw,605
+bsa-wheels,606
+bsn,607
+bts,608
+btwin,609
+bubble,610
+buderus,611
+budibasa,612
+bueno,613
+buffalo,614
+bugaboo,615
+bugati,616
+bugatti,617
+buggy,618
+build-a-bear,619
+buldors,620
+bulgari,621
+bulin,622
+bulova,623
+bumbleride,624
+bunchems,625
+burberry,626
+burgerschuhe,627
+burton,628
+bushnell,629
+butterfly,630
+buttonblue,631
+bvlgari,632
+bwell,633
+bws,634
+bwt,635
+bxg,636
+byintek,637
+bykilian,638
+byredo,639
+cablexpert,640
+cacharel,641
+cadelvetro,642
+cadillac,643
+cafemimi,644
+cailyn,645
+caiman,646
+calgaro,647
+callida,648
+calligrata,649
+calorie,650
+calve,651
+calvinklein,652
+calypso,653
+cam,654
+camelion,655
+cameo,656
+cameron,657
+campinggaz,658
+camptown,659
+camshel,660
+camso,661
+can-am,662
+canam,663
+candide,664
+candy,665
+candylocks,666
+cannondale,667
+canon,668
+canton,669
+cantra,670
+canwood,671
+canyon,672
+capanni,673
+capcom,674
+capella,675
+capline,676
+caprice,677
+caramelia,678
+caravanmusic,679
+caraya,680
+carcam,681
+cardrox,682
+carfashion,683
+carhome,684
+carino,685
+carlsbad,686
+carlsbro,687
+carmani,688
+carmex,689
+carpet,690
+carpisa,691
+carrera,692
+cars,693
+carters,694
+cartier,695
+carver,696
+carwel,697
+casada,698
+casamorati,699
+casato,700
+caseconforte,701
+casela,702
+casio,703
+casper,704
+casta,705
+castelgarden,706
+castorland,707
+castrol,708
+cata,709
+catimini,710
+catrice,711
+catunltd,712
+cavaletto,713
+cavanova,714
+cayee,715
+cayin,716
+ccm,717
+cd,718
+ceinio,719
+celebrat,720
+celestron,721
+celine,722
+cellarprivate,723
+cellio,724
+cellucor,725
+cempioneria,726
+cenmax,727
+centara,728
+centek,729
+centrpoligraf,730
+centrpravilnogosna,731
+centurion,732
+cepeckaamf,733
+ceresit,734
+ceriotti,735
+cerruti,736
+cersanit,737
+certina,738
+cettua,739
+cezaris,740
+chairman,741
+chameleon,742
+champion,743
+chanel,744
+changerobot,745
+changhong,746
+chaod,747
+char-broil,748
+chariots,749
+chayka,750
+checkin,751
+chenri,752
+chic,753
+chicco,754
+chieftec,755
+chigo,756
+childhome,757
+chilok,758
+chilokbo,759
+ching-ching,760
+chingching,761
+chloe,762
+chomik,763
+chopard,764
+christina,765
+chub,766
+chuckfriends,767
+chuggington,768
+ciaobimbi,769
+cifyurm,770
+cilek,771
+cinemood,772
+circle,773
+citilux,774
+citizen,775
+citycolor,776
+cityrover,777
+cityup,778
+clanfrancoferre,779
+clarion,780
+classen,781
+clasy,782
+clatronic,783
+claudebernard,784
+claudedozorme,785
+clevan,786
+clever,787
+clevercompany,788
+cliff,789
+climadiff,790
+clinch,791
+cmi,792
+cmt,793
+cnd,794
+coballe,795
+cobat,796
+cobi,797
+cobra,798
+coccinelle,799
+cocochoco,800
+cocoonababy,801
+codemasters,802
+coghlans,803
+coleman,804
+colgate,805
+collagen,806
+collistar,807
+coloma,808
+colombo,809
+colorfix,810
+colorful,811
+colorway,812
+colourpop,813
+columbia,814
+comfee,815
+comforser,816
+comfort,817
+comfortzone,818
+comma,819
+compasal,820
+compliment,821
+complimenti,822
+concept,823
+conceptclub,824
+condor,825
+condtrol,826
+confetti,827
+constancy,828
+constantdelight,829
+conte,830
+continent,831
+continental,832
+converse,833
+coolermaster,834
+coolfort,835
+coolmaker,836
+coolmaster,837
+cooperhunter,838
+coopervision,839
+cordiant,840
+cornerstone,841
+corps,842
+corpus,843
+corsair,844
+cort,845
+cortland,846
+cosrx,847
+coty,848
+cougar,849
+courvoisier,850
+covani,851
+cover,852
+cow,853
+cowon,854
+cralusso,855
+crane,856
+crea,857
+creative,858
+creature,859
+creavit,860
+creed,861
+creo,862
+creoceramique,863
+crescina,864
+cressi,865
+crest,866
+crisa,867
+crockid,868
+crome,869
+crona,870
+cronos,871
+crosby,872
+crossstreet,873
+crowdgames,874
+crown,875
+crucial,876
+crunch,877
+crusader,878
+crybabies,879
+crystal,880
+crystallux,881
+csmedica,882
+cube,883
+cubicfun,884
+cullmann,885
+cvgaudio,886
+cybermass,887
+cyberpower,888
+cybex,889
+d-clinic,890
+d-link,891
+dab,892
+dabo,893
+daesung,894
+daewoo,895
+daewooelectronics,896
+dagee,897
+dahatsu,898
+dahon,899
+dahua,900
+daisy,901
+daiwa,902
+daiwerina,903
+dalianhantaitradecoltd,904
+dam,905
+damask,906
+damixa,907
+damper,908
+danau,909
+daneildesch,910
+daniel,911
+danielklein,912
+danke,913
+dankotoys,914
+dardav,915
+darina,916
+dariush,917
+dasch,918
+dauscher,919
+davidoff,920
+davinci,921
+davita,922
+daye,923
+dayun,924
+dbpower,925
+dcshoes,926
+dds,927
+dearest,928
+decocode,929
+decora,930
+decoroom,931
+deepcool,932
+deeper,933
+deerma,934
+deestone,935
+defalucy,936
+defender,937
+defredesign,938
+dekok,939
+delimano,940
+delkor,941
+dell,942
+della,943
+delma,944
+delmax,945
+delonghi,946
+delsey,947
+delsot,948
+delta,949
+delune,950
+delux,951
+deluxe,952
+demark,953
+demi,954
+demiray,955
+dendy,956
+denn,957
+denon,958
+denso,959
+denzel,960
+deoproce,961
+deppa,962
+derevaski,963
+dermacol,964
+derspur,965
+desatoekorolevstvo,966
+desertykrasoty,967
+desigual,968
+destra,969
+deta,970
+detomaso,971
+deton,972
+deuter,973
+devar,974
+devente,975
+deviser,976
+devos,977
+dewalt,978
+dexp,979
+dfc,980
+dfz,981
+diamant,982
+diamond,983
+diamondunion,984
+dickie,985
+dickietoys,986
+didistyle,987
+diesel,988
+digifriends,989
+dilis,990
+dinamical,991
+dinastia,992
+dion,993
+dior,994
+diptyque,995
+dirkje,996
+dirkjebabywear,997
+disney,998
+dispho,999
+dita,1000
+ditreex,1001
+divalux,1002
+divoom,1003
+dizel,1004
+dji,1005
+dk,1006
+dkny,1007
+dla,1008
+dlaudio,1009
+dls,1010
+dmichael,1011
+dobraakniga,1012
+dobroparov,1013
+dobrusskijfarforovyjzavod,1014
+dodo,1015
+doff,1016
+dogrular,1017
+dolcegabbana,1018
+dolcevita,1019
+doliva,1020
+domani-spa,1021
+domasnijocag,1022
+domcraft,1023
+domenik,1024
+dometic,1025
+domika,1026
+dominant-print,1027
+domini,1028
+domyos,1029
+dongma,1030
+doogee,1031
+doohan,1032
+doona,1033
+dopdrops,1034
+dormeo,1035
+dotemu,1036
+doubleeagle,1037
+doublefish,1038
+doui,1039
+doupro,1040
+dowontec,1041
+dox,1042
+dr.hoffman,1043
+dr.jart,1044
+dragon-i,1045
+dragonfly,1046
+dreammachines,1047
+dreamwave,1048
+dreja,1049
+dremel,1050
+drfrei,1051
+drgans,1052
+drhedison,1053
+drjart,1054
+drop,1055
+drsea,1056
+dsk,1057
+dsland,1058
+dsp,1059
+dsppa,1060
+dsquared,1061
+dub,1062
+ducray,1063
+duir,1064
+dulevskijfarfor,1065
+dunavox,1066
+dune,1067
+dunhill,1068
+dunlop,1069
+dunu,1070
+dunya,1071
+duo,1072
+durun,1073
+dvin,1074
+dvizenie,1075
+dwt,1076
+dxracer,1077
+dyflon,1078
+dymatize,1079
+dynacord,1080
+dynafit,1081
+dynamic,1082
+dynastar,1083
+dyson,1084
+e-blue,1085
+e-twow,1086
+ea,1087
+easycamp,1088
+easylink,1089
+easywalker,1090
+eaton,1091
+ecler,1092
+eco,1093
+ecocool,1094
+ecocraft,1095
+ecolab,1096
+ecolaboratorie,1097
+ecolaboratory,1098
+ecolight,1099
+ecologystone,1100
+ecosoft,1101
+ecoterm,1102
+ecotex,1103
+ecs,1104
+edcon,1105
+edelform,1106
+edelman,1107
+edelvejs,1108
+edem,1109
+eden,1110
+edge,1111
+edifier,1112
+edon,1113
+edox,1114
+educa,1115
+educo,1116
+edufun,1117
+efp,1118
+efremov,1119
+eger,1120
+egg,1121
+egger,1122
+egp,1123
+egreat,1124
+ehome,1125
+eichorn,1126
+einhell,1127
+ekel,1128
+ekobike,1129
+ekolit,1130
+ekonomia,1131
+eksmo,1132
+elamina,1133
+elan,1134
+elari,1135
+elaud,1136
+elbasco,1137
+elco,1138
+electro-voice,1139
+electrolux,1140
+electronicarts,1141
+electronicsdeluxe,1142
+elegant,1143
+elektrostandard,1144
+element,1145
+elenberg,1146
+elf,1147
+elica,1148
+eliesaab,1149
+elikor,1150
+elite,1151
+elitebohemia,1152
+elitech,1153
+elizavecca,1154
+elkitorg,1155
+elleci,1156
+elna,1157
+eltempo,1158
+eltex,1159
+eltreco,1160
+elvin,1161
+elysium,1162
+emal,1163
+embawood,1164
+embryolisse,1165
+emco,1166
+emer,1167
+emiliopucci,1168
+emily,1169
+emporioarmani,1170
+emsa,1171
+enchantimals,1172
+eneos,1173
+energenie,1174
+energizer,1175
+energolux,1176
+energy,1177
+energybodysystems,1178
+energysistem,1179
+enermax,1180
+engenius,1181
+engy,1182
+enkei,1183
+enkor,1184
+enlightenbrick,1185
+enough,1186
+envision,1187
+enya,1188
+eolaboratorie,1189
+eos,1190
+epicgear,1191
+epiphone,1192
+epnew,1193
+epr,1194
+epson,1195
+era,1196
+erbis,1197
+erdenet,1198
+ergo,1199
+ergolux,1200
+erichkrause,1201
+erismann,1202
+erisson,1203
+erkaplan,1204
+erlit,1205
+ermila,1206
+ersport,1207
+esab,1208
+escada,1209
+escan,1210
+eskar,1211
+esko,1212
+espiro,1213
+esse,1214
+essence,1215
+estap,1216
+estel,1217
+esthetichouse,1218
+estomoda,1219
+estrade,1220
+esun,1221
+etalon,1222
+etaltech,1223
+etor,1224
+etro,1225
+eurogold,1226
+eurol,1227
+eurolight,1228
+eurolux,1229
+europrint,1230
+eurostek,1231
+eurosvet,1232
+eurotrading,1233
+evamosaic,1234
+eveline,1235
+evelinecosmetics,1236
+evenflo,1237
+everflo,1238
+everlast,1239
+evga,1240
+evgo,1241
+eviza,1242
+evo,1243
+evrika,1244
+evriki,1245
+evrodetal,1246
+ewa,1247
+ewt,1248
+exclusive,1249
+exide,1250
+exnihilo,1251
+exogini,1252
+exost,1253
+expoprint,1254
+expression,1255
+expromt,1256
+ezetil,1257
+f-power,1258
+f-promo,1259
+faans,1260
+faber,1261
+fabretti,1262
+fabrikakarteks,1263
+fabrikakomiksov,1264
+face,1265
+fagor,1266
+fais,1267
+falken,1268
+falmec,1269
+fame,1270
+family,1271
+fancy,1272
+fanline,1273
+fant-mebel,1274
+fantasia,1275
+fantom-press,1276
+fanzon,1277
+farcar,1278
+farmavita,1279
+farmstay,1280
+faro,1281
+farroad,1282
+fassen,1283
+favourite,1284
+fea,1285
+febest,1286
+federal,1287
+feile,1288
+felisatti,1289
+fender,1290
+fendi,1291
+fengnix,1292
+fenix,1293
+feron,1294
+ferrari,1295
+ferre,1296
+ferrino,1297
+festina,1298
+festool,1299
+fibos,1300
+fidan,1301
+fiesta,1302
+fiio,1303
+fila,1304
+filly,1305
+finezza,1306
+finish,1307
+fipar,1308
+fireball,1309
+firepower,1310
+firestone,1311
+firman,1312
+first,1313
+fischer,1314
+fisher,1315
+fisher-price,1316
+fisherman,1317
+fisherprice,1318
+fissler,1319
+fissman,1320
+fit,1321
+fit-rx,1322
+fitbit,1323
+fitchbaby,1324
+fitlux,1325
+fitnessbody,1326
+fitnex,1327
+fitokosmetik,1328
+fitrider,1329
+fitwell,1330
+five,1331
+fivestars,1332
+fixsen,1333
+fizan,1334
+flama,1335
+flambeau,1336
+flashpoint,1337
+flavia,1338
+fleet,1339
+flex,1340
+flexter,1341
+fli,1342
+flicker,1343
+flight,1344
+floralis,1345
+florentina,1346
+floresan,1347
+flormar,1348
+flushforce,1349
+fly,1350
+focal,1351
+focushomeinteractive,1352
+foligain,1353
+fondital,1354
+force,1355
+forcekraft,1356
+ford,1357
+forlux,1358
+forminabanyo,1359
+formulazdorova,1360
+fornelli,1361
+fornite,1362
+forsage,1363
+fortnite,1364
+forward,1365
+foryou,1366
+forza,1367
+fossil,1368
+fostex,1369
+fotomate,1370
+fotorama,1371
+fox,1372
+foxconn,1373
+foxx,1374
+fracescodonni,1375
+fractaldesign,1376
+framesi,1377
+francescodonni,1378
+franckolivier,1379
+franke,1380
+freedom,1381
+freefeet,1382
+freeway,1383
+fresh,1384
+freshfruit,1385
+freya,1386
+frozen,1387
+fsd,1388
+fubag,1389
+fuel,1390
+fujida,1391
+fujifilm,1392
+funnyfood,1393
+funred,1394
+funville,1395
+furreal,1396
+futura,1397
+g-cube,1398
+g-stone,1399
+g.skill,1400
+ga-de,1401
+gabolparadise,1402
+gabor,1403
+gabriella,1404
+gaga,1405
+gaint,1406
+gainward,1407
+gaissina,1408
+galacticos,1409
+galanz,1410
+galaxy,1411
+gamdias,1412
+gamemax,1413
+gamerstorm,1414
+gamma,1415
+gammapiu,1416
+garage,1417
+garant,1418
+garanterm,1419
+gardena,1420
+garmin,1421
+garnier,1422
+garrett,1423
+garvalin,1424
+gaspari,1425
+gauss,1426
+gazpromneft,1427
+gedore,1428
+gefest,1429
+gehwol,1430
+geil,1431
+geitaran,1432
+gelflex,1433
+gembird,1434
+gemei,1435
+gemsy,1436
+genau,1437
+genebre,1438
+genesis,1439
+geneticlab,1440
+geneticlabnutrition,1441
+genius,1442
+genki,1443
+genlog,1444
+genny,1445
+gentrycup,1446
+geoffanderson,1447
+gerat,1448
+gerber,1449
+gerbor,1450
+gerdamix,1451
+gerkulesgames,1452
+geroivmaskah,1453
+gesso,1454
+gewa,1455
+gezatone,1456
+gf,1457
+ghnfitness,1458
+giant,1459
+gigabyte,1460
+gigawatt,1461
+gigazone,1462
+gimi,1463
+ginzza,1464
+gionee,1465
+giorgioarmani,1466
+giornonotte,1467
+gioseppo,1468
+gipfel,1469
+gislaved,1470
+giti,1471
+gitzo,1472
+givenchy,1473
+gk,1474
+gkhair,1475
+gladen,1476
+gladiator,1477
+glam-forever,1478
+glamglow,1479
+glamvers,1480
+glanzen,1481
+glasman,1482
+glimmeies,1483
+glimmies,1484
+global,1485
+globalkeratin,1486
+globaltoys,1487
+globber,1488
+globex,1489
+globo,1490
+glory,1491
+gmslivgidromasao,1492
+gnu,1493
+go-sport,1494
+goalzero,1495
+goform,1496
+goldenrose,1497
+golf,1498
+goliath,1499
+gomeldrev,1500
+gonher,1501
+goo.n,1502
+goodbaby,1503
+goodgrill,1504
+goodloot,1505
+goodram,1506
+goodride,1507
+goodyear,1508
+google,1509
+goon,1510
+gopro,1511
+gorenje,1512
+gorizont,1513
+gornica,1514
+gosh,1515
+gourmet,1516
+gr,1517
+gracecole,1518
+graco,1519
+graf,1520
+graff,1521
+graffiti,1522
+graffitisound,1523
+grafit,1524
+gran-stone,1525
+granchio,1526
+grand,1527
+grandmanar,1528
+grandstil,1529
+grandvictory,1530
+granfest,1531
+granhel,1532
+granicom,1533
+grape,1534
+graphite,1535
+graphiteleader,1536
+grattant,1537
+gree,1538
+greenbike,1539
+greenland,1540
+greenpan,1541
+greenpro,1542
+greentek,1543
+greentree,1544
+greentrees,1545
+greenway,1546
+greenworks,1547
+greta,1548
+gretsch,1549
+greyder,1550
+greys,1551
+grifon,1552
+grillver,1553
+grinda,1554
+gripmax,1555
+grizzly,1556
+grohe,1557
+gross,1558
+groundzero,1559
+grow-with-me,1560
+grownup,1561
+gs,1562
+gskill,1563
+gssolid,1564
+gt,1565
+gtrwheel,1566
+guangwei,1567
+gucci,1568
+guerisson,1569
+guerlain,1570
+guess,1571
+guliver,1572
+gulliver,1573
+gutrend,1574
+guzzini,1575
+gys,1576
+habilead,1577
+hachette,1578
+hada,1579
+hadaa,1580
+haday,1581
+haeger,1582
+haida,1583
+haier,1584
+hairdorables,1585
+haken,1586
+halei,1587
+halmar,1588
+hama,1589
+hamilton,1590
+hammer,1591
+handwers,1592
+hangover,1593
+hangzhoujindingimportexportcoltd,1594
+hankook,1595
+hanlu,1596
+hanma,1597
+hanowa,1598
+hansa,1599
+hap-p-kid,1600
+harley-davidson,1601
+harleybaby,1602
+harmankardon,1603
+haro,1604
+harp,1605
+harper,1606
+harpercollins,1607
+hartan,1608
+harte,1609
+hartung,1610
+hasbro,1611
+hatchimals,1612
+hauck,1613
+haushalt,1614
+hausmann,1615
+havit,1616
+hayabusa,1617
+hayali,1618
+hayejin,1619
+hb,1620
+head,1621
+headrush,1622
+hebeigrindingwheelfactory,1623
+hec,1624
+heco,1625
+heidelbergcement,1626
+heinola,1627
+heinz,1628
+helfer,1629
+helios,1630
+helix,1631
+hellion,1632
+hellomaggie,1633
+helpfer,1634
+helstons,1635
+helvetia,1636
+helvi,1637
+henglei,1638
+hera,1639
+hercules,1640
+herman,1641
+hermes,1642
+hertz,1643
+heyner,1644
+hgst,1645
+hibertek,1646
+hifiman,1647
+hifly,1648
+higashi,1649
+hightechway,1650
+hikma,1651
+hilo,1652
+hilti,1653
+himalaya,1654
+himalayaherbals,1655
+hintek,1656
+hiper,1657
+hipp,1658
+his,1659
+hisar,1660
+hisense,1661
+hitachi,1662
+hitechnic,1663
+hjc,1664
+hlebsol,1665
+hobbyworld,1666
+hobot,1667
+hoco,1668
+hohner,1669
+hoka,1670
+hola,1671
+holatoys,1672
+holder,1673
+holicy,1674
+holiday,1675
+holikaholika,1676
+hollicy,1677
+homage,1678
+homeart,1679
+homeelement,1680
+homelife,1681
+homs,1682
+homy,1683
+honda,1684
+honhongvictorygroupltd,1685
+honor,1686
+hoover,1687
+hori,1688
+horizont,1689
+hotmom,1690
+hotner,1691
+hotpoint-ariston,1692
+hottek,1693
+hotwheels,1694
+housefit,1695
+household,1696
+houseofseasons,1697
+hp,1698
+hpe,1699
+hq,1700
+hr,1701
+hre,1702
+htc,1703
+htl,1704
+htw,1705
+huanger,1706
+huawang,1707
+huawei,1708
+hubeiindustrialaimiletrading,1709
+hubert,1710
+hubsan,1711
+huggies,1712
+hugoboss,1713
+huile,1714
+huion,1715
+humana,1716
+humidifier,1717
+hummer,1718
+humminbird,1719
+hunter,1720
+huntkey,1721
+huntsman,1722
+huochu,1723
+hurakan,1724
+hurom,1725
+husky,1726
+husqvarna,1727
+huter,1728
+hycell,1729
+hygge,1730
+hynix,1731
+hyper,1732
+hyperx,1733
+hyundai,1734
+i-baby,1735
+i-velo,1736
+ibaby,1737
+ibanez,1738
+ibili,1739
+ibiscus,1740
+ibox,1741
+iconbit,1742
+id-cooling,1743
+iddis,1744
+ideal,1745
+idealspaten,1746
+idillia,1747
+idrobase,1748
+iek,1749
+ifree,1750
+iiyama,1751
+ikea,1752
+ikkm,1753
+ilash,1754
+ildi,1755
+ilife,1756
+illumico,1757
+imattress,1758
+imax,1759
+imctoys,1760
+imenza,1761
+imetec,1762
+imperia,1763
+imperial,1764
+impex,1765
+imtoy,1766
+imx,1767
+incanto,1768
+incar,1769
+incase,1770
+indesit,1771
+indiana,1772
+indigo,1773
+individuum,1774
+individuumpablising,1775
+infinity,1776
+infinitynado,1777
+inflame,1778
+info,1779
+ingersoll,1780
+inglesina,1781
+inhouse,1782
+initioparfumsprives,1783
+inkax,1784
+inmotion,1785
+innisfree,1786
+inoi,1787
+inostranka,1788
+inseense,1789
+insight,1790
+insinse,1791
+inspector,1792
+inspiwood,1793
+instyle,1794
+inswim,1795
+intego,1796
+intel,1797
+inteli,1798
+inter,1799
+interbaget,1800
+interlink,1801
+internedoors,1802
+interojo,1803
+interos,1804
+interskol,1805
+intex,1806
+intro,1807
+invader,1808
+invisible,1809
+invotone,1810
+inwin,1811
+iope,1812
+ipipoo,1813
+iplay,1814
+ipower,1815
+iqmarketing,1816
+irbis,1817
+irest,1818
+irit,1819
+iriver,1820
+irobot,1821
+ismart,1822
+isntree,1823
+istarikomiks,1824
+italtrike,1825
+itc,1826
+iunik,1827
+ivaru,1828
+ivc,1829
+ivt,1830
+ivy,1831
+iwalk,1832
+izdatelskijdommeserakova,1833
+izdatelstvoivanalimbaha,1834
+jabra,1835
+jack,1836
+jackson,1837
+jacobdelafon,1838
+jacqueslemans,1839
+jade,1840
+jaguar,1841
+jakkspacific,1842
+jamo,1843
+janesper,1844
+janome,1845
+jarko,1846
+jasic,1847
+jasmine,1848
+jata,1849
+jawbone,1850
+jazwares,1851
+jb,1852
+jbl,1853
+jeep,1854
+jeepwrangler,1855
+jellyfishjam,1856
+jeneca,1857
+jet,1858
+jetair,1859
+jetem,1860
+jetpik,1861
+jeunepremier,1862
+jiada,1863
+jiaxingharleybabycar,1864
+jigott,1865
+jika,1866
+jimcarrey,1867
+jimmychoo,1868
+jinga,1869
+jinjianfeng,1870
+jinma,1871
+jinyu,1872
+jinyuan,1873
+jio,1874
+jiuling,1875
+jjrc,1876
+jkexer,1877
+joby,1878
+jocelyn,1879
+jockey,1880
+joe,1881
+joerex,1882
+johnnytheskull,1883
+johnvarvatos,1884
+joie,1885
+joieanglia,1886
+joker,1887
+joko,1888
+jomalone,1889
+jonnesway,1890
+joonies,1891
+jordan,1892
+josephjoseph,1893
+joyor,1894
+joyroad,1895
+joyroom,1896
+jrc,1897
+jsq,1898
+juanna,1899
+juki,1900
+julbo,1901
+julong,1902
+jumper,1903
+junama,1904
+junglefieldtroop,1905
+junte,1906
+jupiter,1907
+jura,1908
+juteks,1909
+juventa,1910
+jvc,1911
+k-lite,1912
+k-power,1913
+k-star,1914
+k.k.y.,1915
+kabrita,1916
+kacper,1917
+kaemingk,1918
+kaemingkbv,1919
+kafekrasoty,1920
+kaier,1921
+kaierda,1922
+kainar,1923
+kaisavilla,1924
+kaiser,1925
+kajsa,1926
+kakadu,1927
+kala,1928
+kale,1929
+kaledomino,1930
+kalenji,1931
+kaleos,1932
+kalibr,1933
+kambrook,1934
+kampfer,1935
+kamskaaposuda,1936
+kangkang,1937
+kapika,1938
+kaplanser,1939
+kapous,1940
+kapousprofessional,1941
+kapsen,1942
+karadium,1943
+karaja,1944
+karapuz,1945
+karat,1946
+karavaevskaauf,1947
+karcher,1948
+kari,1949
+karma,1950
+karmen,1951
+kartal,1952
+karya,1953
+kastamonu,1954
+kativa,1955
+katun,1956
+kawai,1957
+kawasaki,1958
+kayser,1959
+keddo,1960
+keenetic,1961
+keenway,1962
+keeway,1963
+kef,1964
+kehan,1965
+kelet,1966
+kelli,1967
+kelly,1968
+ken,1969
+kenda,1970
+keneksi,1971
+kenwood,1972
+kenzo,1973
+keramin,1974
+kerastase,1975
+kerasys,1976
+kessler,1977
+keter,1978
+kettler,1979
+keumkang,1980
+keune,1981
+kgc,1982
+khancomics,1983
+khw,1984
+kia,1985
+kicker,1986
+kicx,1987
+kiddieart,1988
+kiddy,1989
+kidkraft,1990
+kidwood,1991
+kidzconcept,1992
+kiepe,1993
+kinder,1994
+kineticsand,1995
+king,1996
+kingmax,1997
+kingmeda,1998
+kingroy,1999
+kingrun,2000
+kingslong,2001
+kingsong,2002
+kingstar,2003
+kingston,2004
+kingtony,2005
+kingtul,2006
+kink,2007
+kinklight,2008
+kinlee,2009
+kipardo,2010
+kipocket,2011
+kipor,2012
+kipsta,2013
+kirkland,2014
+kirovit,2015
+kirovskaakeramika,2016
+kisswill,2017
+kitchenaid,2018
+kite,2019
+kitfort,2020
+kiturami,2021
+kivi,2022
+kk,2023
+kladez,2024
+klavuu,2025
+kleancolor,2026
+klever,2027
+klima,2028
+klorane,2029
+klx,2030
+klymit,2031
+kmk,2032
+knauf,2033
+kodak,2034
+kodi,2035
+koelf,2036
+koffer,2037
+kogaz,2038
+kohala,2039
+kokiri,2040
+kolibri,2041
+kolner,2042
+kolo,2043
+kolpasan,2044
+komfederacia,2045
+komfort-s,2046
+komilfo,2047
+kompasgid,2048
+kompasgidid,2049
+kona,2050
+konami,2051
+konig,2052
+konlega,2053
+konoos,2054
+konov,2055
+kontinent,2056
+koopman,2057
+kora,2058
+korda,2059
+korg,2060
+korin,2061
+kormoran,2062
+korpus,2063
+korting,2064
+kosadaka,2065
+kose,2066
+kosmos,2067
+koss,2068
+kovea,2069
+kovi,2070
+kovroff,2071
+kpt,2072
+kraftform,2073
+kraftool,2074
+kramer,2075
+kranzle,2076
+krasatoys,2077
+krasnaaglina,2078
+krasnaapresna,2079
+kraton,2080
+krause,2081
+kress,2082
+kristal,2083
+krk,2084
+kroft,2085
+kromax,2086
+kron,2087
+kronasteel,2088
+kronopol,2089
+kronospan,2090
+kronostar,2091
+kronwerk,2092
+kroskaa,2093
+kroskindom,2094
+krosno,2095
+krups,2096
+kskids,2097
+kstar,2098
+kubanfarfor,2099
+kuchendorf,2100
+kudu,2101
+kugoo,2102
+kuhar,2103
+kukmara,2104
+kumano,2105
+kumanodeve,2106
+kumho,2107
+kumtel,2108
+kunlun,2109
+kupajsaiigraj,2110
+kuppersberg,2111
+kuppersbusch,2112
+kupu-kupu,2113
+kuqidai,2114
+kursiv,2115
+kurzweil,2116
+kuttenkeuler,2117
+kx,2118
+kyocera,2119
+la-di-da,2120
+labiotte,2121
+labirint,2122
+labo,2123
+laboratoriaznanij,2124
+lacoste,2125
+lada,2126
+ladida,2127
+lador,2128
+lagirl,2129
+lahn,2130
+lakme,2131
+lalaloopsy,2132
+lalique,2133
+lamarkahome,2134
+lamart,2135
+lamborghini,2136
+lamel,2137
+lamelprofessional,2138
+lanard,2139
+lancaster,2140
+lancome,2141
+landsail,2142
+laneige,2143
+lange,2144
+lanikai,2145
+lanvigator,2146
+lanvin,2147
+lapkin,2148
+lapocka,2149
+larktale,2150
+laroche-posay,2151
+larocheposay,2152
+laromano,2153
+larsen,2154
+lashologist,2155
+lassa,2156
+laston,2157
+laudio,2158
+laufen,2159
+laurastar,2160
+lauravalarosa,2161
+lauravalorosa,2162
+lava,2163
+lazso,2164
+lbl,2165
+lcf,2166
+leadbros,2167
+leader,2168
+leaderkids,2169
+leagoo,2170
+lealelo,2171
+leatherman,2172
+leco,2173
+leeco,2174
+leefitness,2175
+leem,2176
+lefard,2177
+legeartis,2178
+legkiesny,2179
+lego,2180
+legrand,2181
+legre,2182
+leica,2183
+leicos,2184
+leicos-leiya,2185
+leicosleiya,2186
+leiya,2187
+lel,2188
+lele,2189
+lem,2190
+lemaks,2191
+lemark,2192
+lenizdat,2193
+lenovo,2194
+lenso,2195
+lenta,2196
+leo,2197
+leonbergo,2198
+leone,2199
+lepota,2200
+lesozavod,2201
+lessar,2202
+levante,2203
+leven,2204
+levenhuk,2205
+levrana,2206
+lexand,2207
+lexmark,2208
+lezard,2209
+lg,2210
+libbey,2211
+libero,2212
+liberty,2213
+libtech,2214
+lider,2215
+lidonet,2216
+liebert,2217
+liebherr,2218
+lifedeco,2219
+lifegear,2220
+lifetrons,2221
+light,2222
+lihom,2223
+likato,2224
+likatoprofessional,2225
+likebook,2226
+lilwoodzeez,2227
+lina,2228
+lindsay,2229
+line,2230
+lingua,2231
+lioele,2232
+lion,2233
+lipsmacker,2234
+liquimoly,2235
+lirene,2236
+listvig,2237
+lite-on,2238
+littlestpetshop,2239
+liujo,2240
+liv,2241
+livdelano,2242
+livebook,2243
+livnynasos,2244
+llarri,2245
+llocker,2246
+llorens,2247
+loctek,2248
+logitech,2249
+logona,2250
+logosfera,2251
+lol,2252
+lolsurprise,2253
+lom,2254
+lombok,2255
+londa,2256
+lonex,2257
+longines,2258
+longstyle,2259
+longway,2260
+lord,2261
+loreal,2262
+lorealparis,2263
+lorelli,2264
+lorelli-bertoni,2265
+lorellibolgaria,2266
+lori,2267
+lorus,2268
+lostkitties,2269
+lotos,2270
+louiserard,2271
+lovecoil,2272
+lovular,2273
+ls,2274
+ltd,2275
+luazon,2276
+luazonlighting,2277
+lubereckiekovry,2278
+lubimyjdom,2279
+lucalighting,2280
+lucente,2281
+lucentesilver,2282
+luciasvetlaa,2283
+lujun,2284
+lukojl,2285
+lumene,2286
+luminarc,2287
+lumion,2288
+lumme,2289
+luna,2290
+lunecase,2291
+lunkerhunt,2292
+luris,2293
+lutian,2294
+lux,2295
+lux-tools,2296
+luxell,2297
+luxking,2298
+luxuryconcept,2299
+luxvisage,2300
+lykan,2301
+lysvenskieemali,2302
+m-audio,2303
+m-wave,2304
+maak,2305
+maakavto,2306
+machaon,2307
+machete,2308
+machineboy,2309
+mackie,2310
+maclaren,2311
+maclay,2312
+mad,2313
+madamecoco,2314
+madcat,2315
+madguy,2316
+madina,2317
+maestro,2318
+magaudio,2319
+magellan,2320
+magformers,2321
+magic,2322
+magicbeartoys,2323
+magictrack,2324
+magkijson,2325
+magma,2326
+magnat,2327
+magnetta,2328
+magniflex,2329
+magnitoj,2330
+mahaon,2331
+maidou,2332
+maisonfranciskurkdjian,2333
+maisto,2334
+maja,2335
+majescogames,2336
+mak,2337
+makarena,2338
+make-upatelier,2339
+makeblock,2340
+makers,2341
+makita,2342
+makstton,2343
+malamalama,2344
+malushen,2345
+malva,2346
+malvacosmetics,2347
+malys,2348
+mam,2349
+mamadoma,2350
+mamako,2351
+maman,2352
+mammie,2353
+mammut,2354
+mamut,2355
+mancera,2356
+manfrotto,2357
+mangokids,2358
+manhattan,2359
+manke,2360
+mannivanoviferber,2361
+mantra,2362
+manuoki,2363
+maomaoku,2364
+maono,2365
+mapei,2366
+mapex,2367
+marcher,2368
+marching,2369
+marcjacobs,2370
+marcomen,2371
+marcomenti,2372
+marcotozzi,2373
+marcotozzipremio,2374
+mariaiskusnica,2375
+maribel,2376
+mark,2377
+markbass,2378
+marker,2379
+market,2380
+markjacobs,2381
+marko,2382
+marley,2383
+marmiton,2384
+mars,2385
+marshal,2386
+marshall,2387
+mart,2388
+marta,2389
+martinex,2390
+martinez,2391
+maruemsta,2392
+marusa,2393
+marvel,2394
+masaimedved,2395
+masei,2396
+masi,2397
+masima,2398
+masstone,2399
+mastela,2400
+master,2401
+mastercraft,2402
+masterfish,2403
+masters,2404
+masteryard,2405
+mastrad,2406
+matador,2407
+matebo,2408
+mateus,2409
+matex,2410
+matrix,2411
+matrol,2412
+mattel,2413
+mauboussin,2414
+maunfeld,2415
+max,2416
+max-pro,2417
+maxchristmas,2418
+maxcity,2419
+maxcolor,2420
+maxfactor,2421
+maxi,2422
+maxi-cosi,2423
+maxima,2424
+maximumpowernutrition,2425
+maxion,2426
+maxler,2427
+maxmara,2428
+maxpro,2429
+maxtrek,2430
+maxvi,2431
+maxwell,2432
+maxxis,2433
+maybellinenewyork,2434
+maysternya,2435
+maysun,2436
+maytoni,2437
+mazzini,2438
+mbs,2439
+mc,2440
+mccan,2441
+mcculloch,2442
+mcfr,2443
+mdlab,2444
+mdv,2445
+meade,2446
+meanlove,2447
+measy,2448
+mebberi,2449
+mebbery.kz,2450
+mebberykz,2451
+mebelazii,2452
+mebelcon,2453
+mebelev,2454
+mebelgrad,2455
+mebels,2456
+mebelservice,2457
+mebelson,2458
+mebelswow-rn,2459
+meccano,2460
+mecta,2461
+medalist,2462
+medela,2463
+medeli,2464
+mediheal,2465
+medisana,2466
+medtextile,2467
+mefferts,2468
+mefro,2469
+megasaurs,2470
+meguin,2471
+mei-cha,2472
+meike,2473
+meinl,2474
+meizer,2475
+meizu,2476
+mekkan,2477
+meliconi,2478
+melidadi,2479
+melissadoug,2480
+melitta,2481
+mello,2482
+memo,2483
+mengbadi,2484
+mentor,2485
+merach,2486
+mercedes,2487
+mercedesbenz,2488
+mercury,2489
+mercusys,2490
+merealni,2491
+merejbaspasy,2492
+merelani,2493
+merida,2494
+merkurij,2495
+merlin,2496
+merries,2497
+merry,2498
+merrylock,2499
+mersco,2500
+mersedes-benz,2501
+merzuka,2502
+messer,2503
+metabo,2504
+metalac,2505
+metalions,2506
+method,2507
+metoo,2508
+metoyou,2509
+metrot,2510
+metsui,2511
+mexx,2512
+meze,2513
+mezizdat,2514
+mfmaster,2515
+mgaentertainment,2516
+mgaintertainment,2517
+mhp,2518
+mibb,2519
+mica,2520
+micallef,2521
+michaelkors,2522
+michelin,2523
+micio,2524
+micmax,2525
+micro,2526
+microfire,2527
+microids,2528
+microlab,2529
+micromax,2530
+micron,2531
+microsoft,2532
+micuna,2533
+midea,2534
+mido,2535
+midou,2536
+midzumi,2537
+miele,2538
+miescarpe,2539
+mif,2540
+mifold,2541
+miif,2542
+mikasa,2543
+mikrotik,2544
+milan,2545
+milano,2546
+milat,2547
+milavitsa,2548
+milight,2549
+military,2550
+milk,2551
+millenium,2552
+millet,2553
+millionaire,2554
+milwaukee,2555
+mima,2556
+minecraft,2557
+minelab,2558
+minerva,2559
+minimen,2560
+minimotors,2561
+minony,2562
+mio,2563
+miolla,2564
+mioshi,2565
+miracase,2566
+miracle,2567
+miraculous,2568
+mirage,2569
+mirax,2570
+mirex,2571
+mirodel,2572
+miromaks,2573
+miromax,2574
+mirra,2575
+misfit,2576
+missha,2577
+misstais,2578
+misty,2579
+mitas,2580
+mitasu,2581
+mitre,2582
+mitte,2583
+miumiu,2584
+mjx,2585
+mltl,2586
+mobil,2587
+mochtoys,2588
+modern,2589
+mof,2590
+mojdodyr,2591
+mojmalys,2592
+moldabela,2593
+molfix,2594
+moliabal,2595
+molodecnomebel,2596
+molten,2597
+momentum,2598
+momert,2599
+momi,2600
+monchhichi,2601
+mongoose,2602
+monis,2603
+monisstil,2604
+monix,2605
+monkey,2606
+monro,2607
+monsher,2608
+monster,2609
+monsterjam,2610
+montale,2611
+montblanc,2612
+moon,2613
+moongmbh,2614
+moony,2615
+moonybaby,2616
+moose,2617
+moov,2618
+mooveandfun,2619
+mora,2620
+morakniv,2621
+morel,2622
+moroshka,2623
+moschino,2624
+mosconi,2625
+moser,2626
+moshi,2627
+motivyotdyha,2628
+motorcraft,2629
+motorguide,2630
+motorola,2631
+motul,2632
+moulinex,2633
+moulinvilla,2634
+moxom,2635
+mozaika-sintez,2636
+mozgamebel,2637
+mr.pixel,2638
+mrm-power,2639
+msb,2640
+msi,2641
+mstar,2642
+mtx,2643
+muimui,2644
+mujjo,2645
+munchkin,2646
+muqaba,2647
+muqajankz,2648
+murager,2649
+murena,2650
+musclepharm,2651
+muscletech,2652
+musicroom,2653
+must,2654
+mustang,2655
+mustela,2656
+mutant,2657
+mutlu,2658
+mutsy,2659
+mw-light,2660
+mydean,2661
+mykita,2662
+mykronoz,2663
+myprotein,2664
+mystar,2665
+mystery,2666
+mz,2667
+nacon,2668
+nadoba,2669
+nady,2670
+nagano,2671
+nakamichi,2672
+namazu,2673
+nan,2674
+nanga,2675
+nania,2676
+nannic,2677
+nanotex,2678
+naomi,2679
+napoleon,2680
+naranda,2681
+nardi,2682
+narodnyerecepty,2683
+nascitaprofessional,2684
+nasomatto,2685
+nathan,2686
+native,2687
+natrol,2688
+natur,2689
+naturakamchatka,2690
+naturalist,2691
+naturasiberica,2692
+naturehike,2693
+naturepan,2694
+naturerepublic,2695
+naughtydog,2696
+navien,2697
+navigator,2698
+navitel,2699
+nec,2700
+neff,2701
+nella,2702
+neman,2703
+neo,2704
+neobio,2705
+neoclassic,2706
+neocoregames,2707
+neoline,2708
+neposeda,2709
+neptun,2710
+nereus,2711
+nerf,2712
+nero,2713
+neskucnyeigry,2714
+nestogen,2715
+netechnics,2716
+netgear,2717
+netis,2718
+neumann,2719
+neva,2720
+neva-taft,2721
+newbright,2722
+newco,2723
+newport,2724
+nexen,2725
+nexpero,2726
+next,2727
+nexttab,2728
+nexttool,2729
+nexxt,2730
+ngk,2731
+nicalis,2732
+nicecooker,2733
+niche,2734
+nici,2735
+niio,2736
+nik,2737
+nika,2738
+nikai,2739
+nikakids,2740
+nike,2741
+nikon,2742
+nikotex,2743
+nillkin,2744
+ninebot,2745
+ningbo,2746
+nintendo,2747
+nioxin,2748
+nirmal,2749
+nishane,2750
+nissan,2751
+nitecore,2752
+nitro,2753
+nitto,2754
+nivea,2755
+nixx,2756
+nizegorodskaaigruska,2757
+niznekamsksina,2758
+nmp,2759
+nobby,2760
+nobleroyale,2761
+nobu,2762
+nocnezna,2763
+noctua,2764
+nodor,2765
+nokia,2766
+nokian,2767
+noktamakro,2768
+nomad,2769
+nomi,2770
+noopies,2771
+noordi,2772
+noppies,2773
+noppiesbaby,2774
+nord,2775
+nordica,2776
+nordictrack,2777
+norfin,2778
+norman,2779
+normann,2780
+norplast,2781
+nortec,2782
+noryalli,2783
+note,2784
+novabright,2785
+novatex,2786
+novatrack,2787
+novigo,2788
+novline,2789
+now,2790
+nowodvorski,2791
+nowystyl,2792
+nubia,2793
+nuforce,2794
+nuk,2795
+numark,2796
+nuna,2797
+nuovabattipav,2798
+nurpress,2799
+nutrend,2800
+nutrex,2801
+nutribullet,2802
+nutricia,2803
+nutrilak,2804
+nutrilon,2805
+nux,2806
+nuxe,2807
+nvidia,2808
+nvp,2809
+nvprint,2810
+nyce,2811
+nyne,2812
+nz,2813
+nzxt,2814
+oase,2815
+oasis,2816
+obi,2817
+obsessive,2818
+ocag,2819
+ocz,2820
+odeonlight,2821
+odri,2822
+ogiz,2823
+ogreen,2824
+oitez,2825
+okuma,2826
+ol-tex,2827
+oleo-mac,2828
+oley,2829
+olimp,2830
+olimp-biznes,2831
+olimpic,2832
+olivella,2833
+oliviabambino,2834
+ollin,2835
+olmeko,2836
+olmio,2837
+olsa,2838
+olto,2839
+olympus,2840
+omabelle,2841
+ombra,2842
+omero,2843
+omnimount,2844
+omnio,2845
+omoikiri,2846
+omron,2847
+on,2848
+oneplus,2849
+onhillsport,2850
+onix,2851
+onkron,2852
+onlitop,2853
+ooba,2854
+oonies,2855
+ooops,2856
+opadiris,2857
+opple,2858
+oppo,2859
+optima,2860
+optimus,2861
+optiplus,2862
+optoma,2863
+oral-b,2864
+oralcare,2865
+orange,2866
+orangedaily,2867
+orbotix,2868
+organickitchen,2869
+organicshop,2870
+organiczone,2871
+oribel,2872
+orico,2873
+orient,2874
+origami,2875
+originalamnet,2876
+origins,2877
+orimag,2878
+orion,2879
+oris,2880
+orium,2881
+orivel,2882
+orjade,2883
+orla,2884
+orly,2885
+ortega,2886
+orto-bed,2887
+ortopazl,2888
+os,2889
+osann,2890
+oscardelarenta,2891
+osgona,2892
+osman,2893
+osminozka,2894
+osprey,2895
+ostamebel,2896
+oster,2897
+otan,2898
+otani,2899
+otex,2900
+ouaps,2901
+oukitel,2902
+oumile,2903
+ourgeneration,2904
+oursson,2905
+outwell,2906
+ovation,2907
+ovk,2908
+owner,2909
+oxygen,2910
+ozkaplan,2911
+p.i.t.,2912
+pablosky,2913
+packing,2914
+paint,2915
+paiste,2916
+pajak,2917
+palars,2918
+palisad,2919
+palit,2920
+palmers,2921
+palms,2922
+palplay,2923
+pampers,2924
+panasonic,2925
+pandect,2926
+pandora,2927
+pangao,2928
+panouge,2929
+papilla,2930
+papitto,2931
+parallelkomiks,2932
+parkcity,2933
+parklon,2934
+parkmaster,2935
+parkwood,2936
+parrot,2937
+partner,2938
+parus,2939
+pasabahce,2940
+paso,2941
+pastel,2942
+paton,2943
+patrino,2944
+patriot,2945
+pawpatrol,2946
+payot,2947
+pccooler,2948
+pdw,2949
+peak,2950
+pearl,2951
+peavey,2952
+pebble,2953
+peda,2954
+pediasure,2955
+pedrollo,2956
+peg-perego,2957
+pegperego,2958
+penn,2959
+penny,2960
+pensofal,2961
+pentax,2962
+peppapig,2963
+pequetren,2964
+perilla,2965
+perina,2966
+permanence,2967
+persona,2968
+peruzzo,2969
+pervenec,2970
+petek,2971
+peterhof,2972
+petitfee,2973
+petro-canada,2974
+phanteks,2975
+phantom,2976
+philandteds,2977
+philippus,2978
+philips,2979
+phillips,2980
+phoenix,2981
+piatnik,2982
+picard,2983
+pierrelannier,2984
+pierrericaud,2985
+pika,2986
+pikate,2987
+pilsan,2988
+pinarello,2989
+pinghudakebabycarrier,2990
+pinskdrev,2991
+pinti,2992
+pintinox,2993
+pinus,2994
+pioneer,2995
+pirelli,2996
+pirs,2997
+pisen,2998
+pit,2999
+piter-trejd,3000
+pituso,3001
+pixiebelles,3002
+pjmasks,3003
+plamers,3004
+planet,3005
+planetaorganica,3006
+plano,3007
+plantex,3008
+plantronics,3009
+playgro,3010
+playlab,3011
+playland,3012
+playmates,3013
+playme,3014
+playmobil,3015
+playskool,3016
+playway,3017
+plextor,3018
+plitex,3019
+pnb,3020
+pny,3021
+pocketbook,3022
+poholy,3023
+polar,3024
+polaris,3025
+polaroid,3026
+polarring,3027
+polese,3028
+polesie,3029
+poli,3030
+police,3031
+poligrafkombinat,3032
+polimerbyt,3033
+polini,3034
+polistil,3035
+polkaudio,3036
+polo,3037
+polti,3038
+poopeez,3039
+poopsie,3040
+popcornbooks,3041
+popov,3042
+poppops,3043
+poppuri,3044
+popurri,3045
+porsche,3046
+portcase,3047
+portdesigns,3048
+potatohead,3049
+powcan,3050
+powercolor,3051
+powerman,3052
+powerplant,3053
+powerrangers,3054
+powertec,3055
+powertrac,3056
+pozis,3057
+pqi,3058
+prada,3059
+prajm-evroznak,3060
+praktik,3061
+prc,3062
+preciosa,3063
+premier,3064
+president,3065
+presonus,3066
+prestige,3067
+prestigio,3068
+prestiz,3069
+pride,3070
+princessa,3071
+princessemarinadebourbon,3072
+princetontec,3073
+privia,3074
+pro-ject,3075
+pro-karaoke,3076
+proel,3077
+prof-press,3078
+proffcarbon,3079
+profiko,3080
+profteplo,3081
+progress,3082
+prolike,3083
+prologic,3084
+prology,3085
+proma,3086
+promate,3087
+promountain,3088
+promozer,3089
+prosperplast,3090
+proteus,3091
+protherm,3092
+provence,3093
+provoc,3094
+proxima,3095
+proxxon,3096
+psyonix,3097
+pt-group,3098
+pubg,3099
+puckator,3100
+pulser,3101
+puma,3102
+pupa,3103
+purederm,3104
+puridea,3105
+puzzles,3106
+pyrex,3107
+qazaqkhan,3108
+qazprotein,3109
+qcyber,3110
+qiangchi,3111
+qixels,3112
+qmax,3113
+qnap,3114
+qnt,3115
+qplay,3116
+qq,3117
+quatro,3118
+quechua,3119
+quiksilver,3120
+quinny,3121
+qvs,3122
+r-senda,3123
+racer,3124
+raceready,3125
+radaway,3126
+radiant,3127
+rado,3128
+ragolle,3129
+raidmax,3130
+railking,3131
+rainbo,3132
+rajton,3133
+ralfringer,3134
+ralphlauren,3135
+rals,3136
+ramili,3137
+ramilibaby,3138
+rant,3139
+rapala,3140
+rapid,3141
+rapoo,3142
+rare,3143
+rasch,3144
+rastar,3145
+ravak,3146
+raval,3147
+raveltex,3148
+ravenol,3149
+ray-ban,3150
+raytheonphantom,3151
+razer,3152
+rcf,3153
+rcr,3154
+rdx,3155
+realflame,3156
+rebellion,3157
+rebus,3158
+recaro,3159
+recci,3160
+receptybabuskiagafi,3161
+redblu,3162
+redbo,3163
+redford,3164
+redken,3165
+redline,3166
+redmond,3167
+redpower,3168
+redragon,3169
+reebok,3170
+reergmbh,3171
+regatta,3172
+regent,3173
+regentinox,3174
+reima,3175
+relouis,3176
+reluce,3177
+remain,3178
+remax,3179
+remeco,3180
+remer,3181
+remeza,3182
+remington,3183
+remix,3184
+remo,3185
+remonte,3186
+rempire,3187
+renberg,3188
+renegade,3189
+renova,3190
+renovator,3191
+repetto,3192
+replica,3193
+resanta,3194
+reshin,3195
+respect,3196
+restar,3197
+retrosuperfuture,3198
+rev,3199
+revlon,3200
+revuele,3201
+rexco,3202
+rextor,3203
+rezult,3204
+rheinberger,3205
+rial,3206
+ricco,3207
+riche,3208
+ricoh,3209
+ridata,3210
+ride,3211
+ridian,3212
+rieker,3213
+riello,3214
+riga,3215
+rihanna,3216
+rika,3217
+riken,3218
+riko,3219
+rimax,3220
+riminibosco,3221
+riminiflash,3222
+rimmel,3223
+rimmellondon,3224
+rinax,3225
+rinnai,3226
+ripol,3227
+rise,3228
+risoli,3229
+ristanskaakeramika,3230
+ritmix,3231
+rivacase,3232
+rivakoch,3233
+rival,3234
+rivalli,3235
+rivertoys,3236
+riviera,3237
+rizmo,3238
+rline,3239
+roadcruza,3240
+roadmarch,3241
+roadstone,3242
+roadx,3243
+roamer,3244
+robens,3245
+robertobravo,3246
+robertocavalli,3247
+robins,3248
+roblox,3249
+robobloq,3250
+robocarpoli,3251
+roborock,3252
+robotime,3253
+robotis,3254
+roca,3255
+rochas,3256
+rock,3257
+rockdale,3258
+rockforce,3259
+rockstargames,3260
+rodaco,3261
+rode,3262
+rodi,3263
+roeyuta,3264
+rogervandenberghenv,3265
+roingto,3266
+roison,3267
+rokids,3268
+roland,3269
+rolife,3270
+romack,3271
+romana,3272
+romanson,3273
+romax,3274
+rombica,3275
+romer,3276
+ronas,3277
+roncato,3278
+rondell,3279
+ronthompson,3280
+rooman,3281
+rosa,3282
+rosato,3283
+rosenberg,3284
+rosetta,3285
+rosmen,3286
+rossia,3287
+rossiaavtorobot,3288
+rossignol,3289
+rossinka,3290
+rostok-mebel,3291
+rotiform,3292
+rotor,3293
+rotorazer,3294
+rovigo,3295
+rovus,3296
+rowenta,3297
+roxy,3298
+roxykids,3299
+royal,3300
+royalblack,3301
+royallondon,3302
+rozenbal,3303
+rpikduir,3304
+rubelli,3305
+rubiks,3306
+rubineta,3307
+rucelf,3308
+ruike,3309
+ruixinlang,3310
+runwin,3311
+rusgoldart,3312
+rush,3313
+russia,3314
+rw,3315
+ryobi,3316
+ryor,3317
+s-oil,3318
+s.a.n.,3319
+sabi,3320
+sabian,3321
+sabyrzhanayrin,3322
+sachiko,3323
+sacvoyage,3324
+sades,3325
+saeshin,3326
+safecess,3327
+saferich,3328
+sailun,3329
+saipo,3330
+saksi,3331
+sakura,3332
+salamander,3333
+salewa,3334
+sallyhansen,3335
+salmo,3336
+salomon,3337
+salvatoreferragamo,3338
+salvinelli,3339
+samga,3340
+samo,3341
+samonite,3342
+samson,3343
+samsonite,3344
+samsung,3345
+samy,3346
+san,3347
+sandisk,3348
+saniano,3349
+sanita,3350
+sanitaluxe,3351
+sanjia,3352
+sanovit,3353
+santa-cruz,3354
+santacruz,3355
+santak,3356
+santek,3357
+santeri,3358
+sapphire,3359
+sarabella,3360
+sardes,3361
+sariel,3362
+sasta,3363
+satagood,3364
+satura,3365
+saturn,3366
+saucony,3367
+sava,3368
+savagegear,3369
+sbs,3370
+sbw,3371
+scan,3372
+scarlett,3373
+schardt,3374
+schaublorenz,3375
+schecter,3376
+scher-khan,3377
+schneider,3378
+schreuders,3379
+schwinn,3380
+scierra,3381
+scinic,3382
+scivation,3383
+scool,3384
+scoole,3385
+scooter,3386
+scorpion,3387
+scott,3388
+scovo,3389
+scoyco,3390
+screecherswild,3391
+scruff-a-luvs,3392
+scythe,3393
+sdt,3394
+sea-doo,3395
+seagate,3396
+seanovo,3397
+seasonic,3398
+sebamed,3399
+secretgourmet,3400
+secretkey,3401
+seed,3402
+sega,3403
+segotep,3404
+segway,3405
+seiko,3406
+seintex,3407
+sekiguchi,3408
+selby,3409
+selective,3410
+selectiveprofessional,3411
+selena,3412
+seletti,3413
+senci,3414
+sencor,3415
+sennheiser,3416
+sensis,3417
+senspa,3418
+serebro,3419
+serebroff,3420
+sergiorossi,3421
+sess,3422
+sevenfriday,3423
+seventeenkids,3424
+sgary,3425
+shagovita,3426
+shaik,3427
+shakira,3428
+shangpree,3429
+shantougepai,3430
+sharking,3431
+sharp,3432
+sheba,3433
+sheffilton,3434
+shell,3435
+shengyuan,3436
+shenma,3437
+sherlock,3438
+sheyk,3439
+shhongri,3440
+shima,3441
+shimano,3442
+shindo,3443
+shinko,3444
+ship,3445
+shiraz,3446
+shiseido,3447
+shishi,3448
+shivaki,3449
+sho-me,3450
+shoesrepublic,3451
+shogun,3452
+shoiberg,3453
+shopkins,3454
+shua,3455
+shunxiang,3456
+shure,3457
+siberia,3458
+sibin,3459
+sibirskietovary,3460
+sibrteh,3461
+siee,3462
+siemens,3463
+siger,3464
+sigikid,3465
+sigma,3466
+signal,3467
+signature,3468
+silampos,3469
+silapro,3470
+silhouette,3471
+silva,3472
+silverlit,3473
+silverstone,3474
+sima-land,3475
+simax,3476
+simba,3477
+simbat,3478
+simfer,3479
+similac,3480
+simonettaravizza,3481
+simpleparenting,3482
+simurg,3483
+sinbo,3484
+sincotoys,3485
+sindbad,3486
+singer,3487
+sinisalo,3488
+sinotex,3489
+sinusprofi,3490
+siren,3491
+sirius,3492
+sis,3493
+sisley,3494
+siton,3495
+sitparad,3496
+sjcam,3497
+sjrc,3498
+skad,3499
+skagen,3500
+skandika,3501
+skazocnyjpatrul,3502
+skechers,3503
+ski-doo,3504
+skil,3505
+skillmax,3506
+skindoctors,3507
+skovo,3508
+sksportivnaakollekcia,3509
+skullcandy,3510
+skv,3511
+skv-kompani,3512
+skwooshi,3513
+sky,3514
+sky-watcher,3515
+skylor,3516
+skytech,3517
+skyworth,3518
+slaro,3519
+slavanskieoboi,3520
+sledopyt,3521
+sleekmakeup,3522
+slezakrav,3523
+slider,3524
+slonimmebel,3525
+slovo,3526
+sluban,3527
+slumberjack,3528
+sly,3529
+smalvic,3530
+smart,3531
+smartbuy,3532
+smartrike,3533
+smarttextile,3534
+smarttrike,3535
+smartway,3536
+smashbox,3537
+smeg,3538
+smiger,3539
+smile,3540
+smk,3541
+smoby,3542
+sms,3543
+smtt,3544
+snez,3545
+snogear,3546
+snowcap,3547
+sofia,3548
+sofit,3549
+softoy,3550
+sokany,3551
+sokolov,3552
+solaris,3553
+solarstorm,3554
+solideal,3555
+solite,3556
+solognac,3557
+solomon,3558
+solostyle,3559
+sonar,3560
+sonata,3561
+sonda,3562
+sonel,3563
+sonifer,3564
+sonnaaskazka,3565
+sonny,3566
+sonor,3567
+sonoterra,3568
+sony,3569
+sonyinteractiveentertainment,3570
+sordiant,3571
+soskin,3572
+sospiro,3573
+soundking,3574
+soundstream,3575
+sowell,3576
+soyntec,3577
+sozzy,3578
+spalding,3579
+spalenka,3580
+spaquatoria,3581
+sparky,3582
+sparta,3583
+specialized,3584
+speroni,3585
+sphero,3586
+spider-man,3587
+spiegelau,3588
+spinmaster,3589
+spinmop,3590
+splashlings,3591
+sportbaby,3592
+sportelite,3593
+sportop,3594
+sports,3595
+sporttovary,3596
+spur,3597
+squier,3598
+ssm,3599
+stabila,3600
+stagg,3601
+stahlberg,3602
+stalemal,3603
+stalker,3604
+standard,3605
+standart,3606
+stanley,3607
+starfestival,3608
+stark,3609
+starline,3610
+starmix,3611
+starmom,3612
+startline,3613
+startlineplay,3614
+startrading,3615
+startradingab,3616
+startradingabsvecia,3617
+startul,3618
+starwars,3619
+starway,3620
+stationeryteam,3621
+staub,3622
+stavia,3623
+stavr,3624
+stayer,3625
+stealth,3626
+steba,3627
+steelflex,3628
+steelpower,3629
+steelseries,3630
+steffilove,3631
+steger,3632
+stellar,3633
+stels,3634
+stelz,3635
+stendmebel,3636
+steppuzzle,3637
+stermay,3638
+stern,3639
+sterntaler,3640
+sti,3641
+stiga,3642
+stihl,3643
+stikbot,3644
+stilvasejspalni,3645
+stilzizni,3646
+stinger,3647
+stinol,3648
+stl,3649
+stn,3650
+stockli,3651
+stokke,3652
+stolicatekstila,3653
+stolline,3654
+stolplit,3655
+stonelock,3656
+stor,3657
+storm,3658
+strikemaster,3659
+strobbs,3660
+strong,3661
+strunal,3662
+stryj,3663
+studio,3664
+studiomaster,3665
+studioprofessional,3666
+stuntcar,3667
+stupidcasual,3668
+suave,3669
+subea,3670
+subini,3671
+suda,3672
+sufix,3673
+sulhwasoo,3674
+sulongtojs,3675
+sulu,3676
+sumadl,3677
+sumdex,3678
+sumitomo,3679
+sun,3680
+sunbody,3681
+suncolor,3682
+sunday,3683
+suneight,3684
+sunfull,3685
+sunlike,3686
+sunmi,3687
+sunsuki,3688
+sunsystem,3689
+suntech-msks,3690
+sunwide,3691
+superfine,3692
+superlux,3693
+supermicro,3694
+superwings,3695
+supra,3696
+suunto,3697
+suzuki,3698
+sv,3699
+svar,3700
+svc,3701
+sven,3702
+svetogor,3703
+svoboda,3704
+swarovski,3705
+swat,3706
+swatch,3707
+sweety,3708
+sweetyhome,3709
+swisshome,3710
+swissimage,3711
+swissline,3712
+swissmilitaryhanowa,3713
+sx,3714
+sylvanianfamilies,3715
+syma,3716
+synology,3717
+syntrax,3718
+t-max,3719
+t-rex,3720
+t.bone,3721
+tacki,3722
+tactic,3723
+tacx,3724
+tailg,3725
+taitong,3726
+takamine,3727
+takeit,3728
+tako,3729
+taller,3730
+tamaris,3731
+tamish,3732
+tamiteks,3733
+tamron,3734
+tanglewood,3735
+tao-tao,3736
+target,3737
+targus,3738
+tarkett,3739
+tarlan,3740
+tascam,3741
+taschen,3742
+tatami,3743
+taxi,3744
+tch,3745
+tcl,3746
+tdm,3747
+tdmelectric,3748
+teamgroup,3749
+tec,3750
+tech-line,3751
+technogym,3752
+technomax,3753
+tecno,3754
+tedmyfriend,3755
+teens,3756
+tefal,3757
+tega,3758
+teka,3759
+teknetics,3760
+teknum,3761
+tekstilnaalavka,3762
+telecom,3763
+telefunken,3764
+telwin,3765
+temp,3766
+tempish,3767
+tenda,3768
+teorema,3769
+teosa,3770
+teplokryma,3771
+teploross,3772
+teploteh,3773
+terleckikomiks,3774
+termia,3775
+terminus,3776
+terra,3777
+terris,3778
+teslastyle,3779
+tesler,3780
+tesma,3781
+tesoro,3782
+texa,3783
+texet,3784
+textura,3785
+teyko,3786
+thermalright,3787
+thermaltake,3788
+thermex,3789
+theshinestonetrade,3790
+thomas,3791
+thor,3792
+thorvik,3793
+thqnordic,3794
+three-a,3795
+thrustmaster,3796
+thule,3797
+tianzhanfitness,3798
+tierra,3799
+tigar,3800
+tigerking,3801
+tigres,3802
+tima,3803
+timbergroup,3804
+timberk,3805
+timi,3806
+timilostworld,3807
+timson,3808
+tinytoes,3809
+tisa,3810
+tissot,3811
+titan,3812
+tizianaterenzi,3813
+tizo,3814
+tl,3815
+tmnt,3816
+tmsweetpups,3817
+to-plan,3818
+tobot,3819
+tognana,3820
+tokler,3821
+tokuryo,3822
+tomahawk,3823
+tomfarr,3824
+tomford,3825
+tomik,3826
+tommyhilfiger,3827
+tomoloo,3828
+tonar,3829
+toneybaby,3830
+tontarelli,3831
+tonybellucci,3832
+toocool,3833
+tools,3834
+topex,3835
+topface,3836
+topicrem,3837
+toptools,3838
+torch,3839
+torgue,3840
+tornado,3841
+torneo,3842
+toro,3843
+torrent,3844
+torres,3845
+torso,3846
+toscom,3847
+toshiba,3848
+totaku,3849
+total,3850
+totalbox,3851
+totu,3852
+touchbeauty,3853
+tourist,3854
+tous,3855
+toway,3856
+toyland,3857
+toyo,3858
+toyota,3859
+toysmax,3860
+tp-link,3861
+tpmaster,3862
+tracker,3863
+tradiciatekstila,3864
+tramontina,3865
+transcend,3866
+transformers,3867
+traser,3868
+travelite,3869
+travellight,3870
+traxxas,3871
+trazano,3872
+trebl,3873
+trefl,3874
+trek,3875
+trendbeauty,3876
+trendvision,3877
+trendy,3878
+trespass,3879
+trevi,3880
+trevorjames,3881
+triangle,3882
+trianglegroup,3883
+trichup,3884
+tridevatoecarstvo,3885
+trinx,3886
+tripplite,3887
+tristar,3888
+triton,3889
+triumf,3890
+triumph,3891
+triumphnord,3892
+triumphtree,3893
+trollbeads,3894
+troyka,3895
+true,3896
+trunki,3897
+trussardi,3898
+trust,3899
+truva,3900
+tsubaki,3901
+tsv,3902
+ttco,3903
+tuarex,3904
+tucano,3905
+tuctuc,3906
+tuff,3907
+tuffoni,3908
+tuka,3909
+tuncmatik,3910
+tundra,3911
+tundracomfort,3912
+tunga,3913
+turbo,3914
+turboair,3915
+turbosound,3916
+turtles,3917
+tutis,3918
+tutti,3919
+tutu,3920
+tv-shop,3921
+tvs,3922
+twins,3923
+twistclimbingcar,3924
+ty,3925
+tyr,3926
+tyrex,3927
+tytan,3928
+ubear,3929
+ubiquiti,3930
+ubisoft,3931
+ubtech,3932
+ugreen,3933
+ultimatumboxing,3934
+ultraflash,3935
+ultrasone,3936
+ultravit,3937
+umi,3938
+umka,3939
+underarmour,3940
+uniforce,3941
+unikum,3942
+unilux,3943
+unison,3944
+unit,3945
+unitedcolorsofbenetton,3946
+universal,3947
+uno,3948
+unyjatlet,3949
+uomo,3950
+upright,3951
+uragan,3952
+ural,3953
+ural-mikma-term,3954
+uralsport,3955
+urbanears,3956
+urgaz,3957
+usams,3958
+usborne,3959
+useandcare,3960
+uta,3961
+uvelirnyetradicii,3962
+v-color,3963
+v-t,3964
+v-unic,3965
+vaiper,3966
+vako,3967
+vakosa,3968
+valberg,3969
+valentino,3970
+value,3971
+valve,3972
+vans,3973
+vard,3974
+vardoven,3975
+vargame,3976
+vari,3977
+varta,3978
+vasco,3979
+vasden,3980
+vasilek,3981
+vasilisa,3982
+vasin,3983
+vaude,3984
+vcom,3985
+vdovichev,3986
+vece,3987
+vectron,3988
+vega,3989
+vegas,3990
+veho,3991
+vellarti,3992
+velo,3993
+velositywheels,3994
+velvet,3995
+velvet-santiago,3996
+venta,3997
+ventara,3998
+venti,3999
+ventura,4000
+venum,4001
+verbatim,4002
+verdi,4003
+verico,4004
+veritas,4005
+verloni,4006
+verossa,4007
+verran,4008
+versace,4009
+versal,4010
+versale,4011
+versus,4012
+vertex,4013
+ves,4014
+vesna,4015
+vesta,4016
+vestel,4017
+veston,4018
+vgp,4019
+vialata,4020
+viatti,4021
+vibe,4022
+vichy,4023
+vicovation,4024
+victoriassecret,4025
+victorinox,4026
+viessmann,4027
+view-master,4028
+viewmaster,4029
+viewsonic,4030
+viga,4031
+vigoole,4032
+vihr,4033
+viking,4034
+vilatte,4035
+vilenta,4036
+vilia,4037
+villa,4038
+villi-vinki,4039
+vilt,4040
+vim-art,4041
+vinzer,4042
+vionne,4043
+vip,4044
+vipe,4045
+vira,4046
+visage,4047
+visavis,4048
+visnevyjpapa,4049
+vissol,4050
+vista,4051
+vita,4052
+vitaluce,4053
+vitax,4054
+vitebskiekovry,4055
+vitek,4056
+viteks,4057
+vitelia,4058
+vitesse,4059
+vitra,4060
+vitross,4061
+vitus,4062
+viviennesabo,4063
+vivitek,4064
+vivo,4065
+vladi,4066
+vladitoys,4067
+vlk,4068
+vmv,4069
+vobix,4070
+voda,4071
+vogue,4072
+voin,4073
+vokter,4074
+vokul,4075
+volcano,4076
+volkl,4077
+volsebnaanoc,4078
+volta,4079
+voltajr,4080
+voltman,4081
+voltmaster,4082
+vorson,4083
+vortex,4084
+vossen,4085
+vov,4086
+vox,4087
+voyager,4088
+vplaboratory,4089
+vt,4090
+vtech,4091
+vulli,4092
+w-star,4093
+wacom,4094
+wader,4095
+wagner,4096
+wahl,4097
+walfix,4098
+walkmaxx,4099
+wallberry,4100
+wanday,4101
+wangfeng,4102
+warmic,4103
+warrior,4104
+waspo,4105
+waterpik,4106
+waterworld,4107
+wd,4108
+weber,4109
+weber-vetonit,4110
+wedssport,4111
+weekend,4112
+wehncke,4113
+weichao,4114
+weider,4115
+weifeng,4116
+weina,4117
+weiste,4118
+weitai,4119
+welcos,4120
+wella,4121
+wellberg,4122
+welldone,4123
+wellneo,4124
+welly,4125
+welss,4126
+wenge,4127
+wengemotion,4128
+wensheng,4129
+wenyi,4130
+wera,4131
+werner,4132
+wert,4133
+wess,4134
+westa,4135
+wester,4136
+westerndigital,4137
+westlake,4138
+westmark,4139
+westone,4140
+wethepeople,4141
+wetnwild,4142
+wh,4143
+whirlpool,4144
+whistler,4145
+whitewave,4146
+whito,4147
+wibtek,4148
+widian,4149
+willmark,4150
+willmax,4151
+wilmax,4152
+wilo,4153
+wilson,4154
+winca,4155
+wincars,4156
+wind,4157
+winda,4158
+wing,4159
+wingo,4160
+wingoffly,4161
+winner,4162
+wintek,4163
+wiseson,4164
+witerra,4165
+withings,4166
+wize,4167
+wk,4168
+wltoys,4169
+woddon,4170
+wolf,4171
+wonderlab,4172
+wonlex,4173
+woodcraft,4174
+work,4175
+worldpeacekeepers,4176
+wortex,4177
+worth,4178
+worwo,4179
+wotrex,4180
+wowwee,4181
+wsp,4182
+wster,4183
+wtflabz,4184
+wuben,4185
+wurth,4186
+wuw,4187
+ww,4188
+x-digital,4189
+x-foot,4190
+x-game,4191
+x-level,4192
+x-race,4193
+xerox,4194
+xgimi,4195
+xiaomi,4196
+xiaoyueliangtoys,4197
+xieming,4198
+xigmatek,4199
+xing,4200
+xinyu,4201
+xjewellery,4202
+xkg,4203
+xlmedia,4204
+xp-pen,4205
+xti,4206
+xtrembots,4207
+xxr,4208
+yacco,4209
+yamaguchi,4210
+yamaha,4211
+yamato,4212
+yaole,4213
+yardforce,4214
+yasham,4215
+yasin,4216
+yato,4217
+yegam,4218
+yellow,4219
+yema,4220
+yes,4221
+yh,4222
+yika,4223
+yison,4224
+yjfitness,4225
+yoga,4226
+yokatta,4227
+yokito,4228
+yokohama,4229
+yokosun,4230
+yoobao,4231
+yoshioki,4232
+yota,4233
+yotrix,4234
+youngtoys,4235
+yoya,4236
+yoyofactory,4237
+yst,4238
+yuandong,4239
+yuka,4240
+yulu,4241
+yuneec,4242
+yunteng,4243
+yusufhali,4244
+yvesrocher,4245
+yvessaintlaurent,4246
+zabiaka,4247
+zadoor,4248
+zaharov,4249
+zajkami,4250
+zalman,4251
+zancaster,4252
+zangavar,4253
+zanry,4254
+zanussi,4255
+zapco,4256
+zapfcreation,4257
+zara,4258
+zarad,4259
+zarkoperfume,4260
+zass,4261
+zazu,4262
+zebratoys,4263
+zeetex,4264
+zegan,4265
+zelmer,4266
+zemex,4267
+zengen,4268
+zenmart,4269
+zenzia,4270
+zeppelin,4271
+zerten,4272
+zeta,4273
+zfts,4274
+zhejiang,4275
+zhejiangjiajia,4276
+zic,4277
+zilli,4278
+zilmer,4279
+zimakrasavica,4280
+zimneevolsebstvo,4281
+zinc,4282
+zing,4283
+zinvo,4284
+zlatek,4285
+zmi,4286
+zmonday,4287
+zobo,4288
+zolotoeruno,4289
+zongshen,4290
+zoom,4291
+zoops,4292
+zorg,4293
+zotac,4294
+zpao,4295
+zte,4296
+zubr,4297
+zuru,4298
+zvezda,4299
+zwerg,4300
+zwilling,4301
+zwillingjahenckels,4302
+zx,4303
+zyxel,4304

assets/cats.csv

@@ -0,0 +1,692 @@
+category_id,idx
+2053013552226107603,1
+2053013552259662037,2
+2053013552293216471,3
+2053013552326770905,4
+2053013552351936731,5
+2053013552385491165,6
+2053013552427434207,7
+2053013552469377249,8
+2053013552502931683,9
+2053013552570040549,10
+2053013552603594983,11
+2053013552637149417,12
+2053013552662315243,13
+2053013552695869677,14
+2053013552737812719,15
+2053013552788144369,16
+2053013552821698803,17
+2053013552863641845,18
+2053013552888807671,19
+2053013552913973497,20
+2053013552955916539,21
+2053013552989470973,22
+2053013553031414015,23
+2053013553056579841,24
+2053013553090134275,25
+2053013553115300101,26
+2053013553140465927,27
+2053013553165631753,28
+2053013553199186187,29
+2053013553224352013,30
+2053013553257906447,31
+2053013553283072273,32
+2053013553316626707,33
+2053013553341792533,34
+2053013553375346967,35
+2053013553459233053,36
+2053013553484398879,37
+2053013553526341921,38
+2053013553559896355,39
+2053013553853497655,40
+2053013553887052089,41
+2053013553912217915,42
+2053013553945772349,43
+2053013553970938175,44
+2053013554004492609,45
+2053013554071601477,46
+2053013554096767303,47
+2053013554121933129,48
+2053013554155487563,49
+2053013554189041997,50
+2053013554222596431,51
+2053013554247762257,52
+2053013554415534427,53
+2053013554449088861,54
+2053013554474254687,55
+2053013554499420513,56
+2053013554524586339,57
+2053013554566529381,58
+2053013554591695207,59
+2053013554625249641,60
+2053013554658804075,61
+2053013554692358509,62
+2053013554725912943,63
+2053013554751078769,64
+2053013554776244595,65
+2053013554834964853,66
+2053013554960793975,67
+2053013554994348409,68
+2053013555036291451,69
+2053013555069845885,70
+2053013555095011711,71
+2053013555120177537,72
+2053013555178897795,73
+2053013555220840837,74
+2053013555262783879,75
+2053013555287949705,76
+2053013555321504139,77
+2053013555355058573,78
+2053013555380224399,79
+2053013555413778833,80
+2053013555438944659,81
+2053013555464110485,82
+2053013555531219353,83
+2053013555573162395,84
+2053013555631882655,85
+2053013555657048481,86
+2053013555690602915,87
+2053013555724157349,88
+2053013555782877609,89
+2053013555816432043,90
+2053013556110033341,91
+2053013556135199167,92
+2053013556168753601,93
+2053013556202308035,94
+2053013556227473861,95
+2053013556252639687,96
+2053013556277805513,97
+2053013556311359947,98
+2053013556344914381,99
+2053013556403634639,100
+2053013556437189073,101
+2053013556462354899,102
+2053013556487520725,103
+2053013556521075159,104
+2053013556546240985,105
+2053013556579795419,106
+2053013557024391671,107
+2053013557066334713,108
+2053013557099889147,109
+2053013557133443581,110
+2053013557166998015,111
+2053013557192163841,112
+2053013557225718275,113
+2053013557343158789,114
+2053013557385101831,115
+2053013557418656265,116
+2053013557452210699,117
+2053013557477376525,118
+2053013557510930959,119
+2053013557544485393,120
+2053013557569651219,121
+2053013557603205653,122
+2053013557645148695,123
+2053013557670314521,124
+2053013557695480347,125
+2053013557737423389,126
+2053013557787755041,127
+2053013557930361385,128
+2053013557955527211,129
+2053013558005858861,130
+2053013558031024687,131
+2053013558072967729,132
+2053013558098133555,133
+2053013558131687989,134
+2053013558156853815,135
+2053013558190408249,136
+2053013558223962683,137
+2053013558249128509,138
+2053013558282682943,139
+2053013558316237377,140
+2053013558349791811,141
+2053013558391734853,142
+2053013558433677895,143
+2053013558458843721,144
+2053013558492398155,145
+2053013558525952589,146
+2053013558559507023,147
+2053013558593061457,148
+2053013558618227283,149
+2053013558643393109,150
+2053013558668558935,151
+2053013558727279193,152
+2053013558752445019,153
+2053013558785999453,154
+2053013558802776671,155
+2053013558836331105,156
+2053013558861496931,157
+2053013558895051365,158
+2053013558920217191,159
+2053013558945383017,160
+2053013558978937451,161
+2053013559071212141,162
+2053013559104766575,163
+2053013559138321009,164
+2053013559222207091,165
+2053013559255761525,166
+2053013559289315959,167
+2053013559322870393,168
+2053013559348036219,169
+2053013559381590653,170
+2053013559406756479,171
+2053013559440310913,172
+2053013559473865347,173
+2053013559515808389,174
+2053013559641637517,175
+2053013559675191951,176
+2053013559708746385,177
+2053013559733912211,178
+2053013559767466645,179
+2053013559792632471,180
+2053013559842964121,181
+2053013559868129947,182
+2053013559901684381,183
+2053013559935238815,184
+2053013559960404641,185
+2053013559985570467,186
+2053013560010736293,187
+2053013560035902119,188
+2053013560061067945,189
+2053013560086233771,190
+2053013560111399597,191
+2053013560144954031,192
+2053013560178508465,193
+2053013560220451507,194
+2053013560287560373,195
+2053013560312726199,196
+2053013560346280633,197
+2053013560388223675,198
+2053013560413389501,199
+2053013560463721151,200
+2053013560497275585,201
+2053013560530830019,202
+2053013560555995845,203
+2053013560581161671,204
+2053013560623104713,205
+2053013560807654091,206
+2053013560841208525,207
+2053013560866374351,208
+2053013560899928785,209
+2053013561059312345,210
+2053013561092866779,211
+2053013561126421213,212
+2053013561159975647,213
+2053013561185141473,214
+2053013561218695907,215
+2053013561243861733,216
+2053013561277416167,217
+2053013561302581993,218
+2053013561327747819,219
+2053013561352913645,220
+2053013561420022511,221
+2053013561453576945,222
+2053013561495519987,223
+2053013561529074421,224
+2053013561554240247,225
+2053013561579406073,226
+2053013561604571899,227
+2053013561638126333,228
+2053013561663292159,229
+2053013561696846593,230
+2053013561747178243,231
+2053013561780732677,232
+2053013561814287111,233
+2053013561847841545,234
+2053013561889784587,235
+2053013561914950413,236
+2053013561956893455,237
+2053013561982059281,238
+2053013562082722579,239
+2053013562116277013,240
+2053013562149831447,241
+2053013562183385881,242
+2053013562208551707,243
+2053013562250494749,244
+2053013562292437791,245
+2053013562325992225,246
+2053013562359546659,247
+2053013562393101093,248
+2053013562451821351,249
+2053013562560873263,250
+2053013562611204913,251
+2053013562644759347,252
+2053013562753811257,253
+2053013562778977083,254
+2053013562812531517,255
+2053013562837697343,256
+2053013562871251777,257
+2053013562913194819,258
+2053013562946749253,259
+2053013563097744201,260
+2053013563139687243,261
+2053013563173241677,262
+2053013563215184719,263
+2053013563248739153,264
+2053013563273904979,265
+2053013563307459413,266
+2053013563332625239,267
+2053013563366179673,268
+2053013563391345499,269
+2053013563424899933,270
+2053013563450065759,271
+2053013563483620193,272
+2053013563517174627,273
+2053013563550729061,274
+2053013563584283495,275
+2053013563651392361,276
+2053013563693335403,277
+2053013563718501229,278
+2053013563743667055,279
+2053013563768832881,280
+2053013563810775923,281
+2053013563835941749,282
+2053013563877884791,283
+2053013563911439225,284
+2053013563944993659,285
+2053013563970159485,286
+2053013564003713919,287
+2053013564154708873,288
+2053013564523807647,289
+2053013564557362081,290
+2053013564599305123,291
+2053013564641248165,292
+2053013564674802599,293
+2053013564699968425,294
+2053013564741911467,295
+2053013564918072245,296
+2053013564968403895,297
+2053013565069067197,298
+2053013565127787455,299
+2053013565152953281,300
+2053013565194896323,301
+2053013565228450757,302
+2053013565253616583,303
+2053013565329114057,304
+2053013565362668491,305
+2053013565413000141,306
+2053013565446554575,307
+2053013565480109009,308
+2053013565505274835,309
+2053013565589160919,310
+2053013565639492569,311
+2053013565681435611,312
+2053013565706601437,313
+2053013565748544479,314
+2053013565782098913,315
+2053013565824041955,316
+2053013565857596389,317
+2053013565882762215,318
+2053013565916316649,319
+2053013565941482475,320
+2053013565983425517,321
+2053013566033757167,322
+2053013566067311601,323
+2053013566100866035,324
+2053013566142809077,325
+2053013566176363511,326
+2053013566209917945,327
+2053013566243472379,328
+2053013566277026813,329
+2053013566310581247,330
+2053013566344134657,331
+2053013566377689091,332
+2053013566411243525,333
+2053013566453186567,334
+2053013566478352393,335
+2053013566503518219,336
+2053013566537072653,337
+2053013566562238479,338
+2053013566587404305,339
+2055156895844401457,340
+2055156924273394455,341
+2055156924315337497,342
+2055156924407612189,343
+2055156924466332447,344
+2055909009252155819,345
+2055909011886178857,346
+2058719826188173878,347
+2058719829233238746,348
+2059484387635888645,349
+2059484599339188409,350
+2059484599372742843,351
+2059484599414685885,352
+2059484599456628927,353
+2059484601444729123,354
+2059484601981600061,355
+2059484602015154495,356
+2059484602216481097,357
+2060237588744111062,358
+2060237591176806498,359
+2060981320481243178,360
+2060981320514797612,361
+2060981320548352046,362
+2060981320581906480,363
+2061717937420501730,364
+2061717948367634684,365
+2061717948468297988,366
+2061717948493463814,367
+2062461754293617058,368
+2069241407767315312,369
+2069241409453425602,370
+2070004998778912979,371
+2070005009172398851,372
+2070005009256284935,373
+2070005009382114061,374
+2070747671722722162,375
+2070747673266226092,376
+2070747673358500784,377
+2070747685681365440,378
+2071489994601529806,379
+2071489994693804498,380
+2071490004441367490,381
+2074462942123786261,382
+2075210504652981138,383
+2075210506532029436,384
+2075210506573972478,385
+2075962323838697472,386
+2075962341706433246,387
+2075962341748376288,388
+2075962341790319330,389
+2076715358323998979,390
+2076715364204413467,391
+2076715364237967901,392
+2076715364279910943,393
+2077453854185620383,394
+2078957452602114300,395
+2078957452635668734,396
+2078957452669223168,397
+2078957461921858354,398
+2078957461947024180,399
+2079713971606127501,400
+2079713978300236035,401
+2079713978711277851,402
+2079713979038433581,403
+2079713982830084515,404
+2079713983761220055,405
+2080463777567867259,406
+2080463777718862211,407
+2082717806897398246,408
+2084217994270999025,409
+2084218014168776941,410
+2084962291626803333,411
+2084962304016777941,412
+2085718636156158307,413
+2086471225382536008,414
+2086471233100054624,415
+2086471239416676686,416
+2086471240800797129,417
+2086471240842740173,418
+2088750507198775704,419
+2088750570935419494,420
+2089490106086851034,421
+2089490116119625748,422
+2090228401527849663,423
+2090228413380952337,424
+2090228413959766319,425
+2090971675423146874,426
+2090971680431145002,427
+2090971680481476652,428
+2090971680783466556,429
+2090971685539807320,430
+2090971686529663114,431
+2091727629378912491,432
+2094006184079000416,433
+2094006249627582860,434
+2095518906859913319,435
+2095518917320508073,436
+2095518921321874323,437
+2095518921355428757,438
+2096280510920655375,439
+2096280538292683405,440
+2096280601366626625,441
+2097815753423061045,442
+2098563440799908223,443
+2098563448148329133,444
+2098563450757186313,445
+2098563460336976001,446
+2099306010899383229,447
+2100064855133258156,448
+2100064858975240628,449
+2100065069009208002,450
+2100065069302809284,451
+2100065080828756704,452
+2100825583029060150,453
+2102305967893905931,454
+2102307650380235197,455
+2103807459595387724,456
+2104564977229628393,457
+2104564977263182827,458
+2105319817211805903,459
+2105319819401232597,460
+2106075662325383725,461
+2106075695351333719,462
+2106075725441269865,463
+2106830258215846573,464
+2109094148110811752,465
+2109094161893294334,466
+2110187392055903187,467
+2110187395394568257,468
+2110187395688169553,469
+2110187395721723987,470
+2110187395755278421,471
+2110187395788832855,472
+2110937143172923797,473
+2110937189033444097,474
+2110937189394154243,475
+2110937217663763331,476
+2110937218225800069,477
+2110937219005940617,478
+2110937219442148235,479
+2110937221648352149,480
+2110937222638207897,481
+2110937223082804123,482
+2112418071384687332,483
+2112418215870071678,484
+2113934850560885372,485
+2116907504691576833,486
+2116907507795361987,487
+2116907507954745551,488
+2116907518801216297,489
+2116907519078040377,490
+2116907524262199379,491
+2116907524295753813,492
+2116907524337696855,493
+2116907524379639897,494
+2116907524488691805,495
+2116907524530634847,496
+2116907524572577889,497
+2116907525143003265,498
+2116907525176557699,499
+2116907525201723525,500
+2116907525235277959,501
+2119149008294249184,502
+2119910569631810087,503
+2124430574616576362,504
+2125175529001713727,505
+2125175570022007765,506
+2125931803410694331,507
+2126679652444405974,508
+2126679654801604876,509
+2126679657276244294,510
+2127424806855902066,511
+2127424820051182462,512
+2127425270821421370,513
+2127425375913902544,514
+2127425430859285014,515
+2127425432411177496,516
+2127425433661080090,517
+2127425434894205468,518
+2127425436764865054,519
+2127425438190928416,520
+2127425439776375330,521
+2127425440925614628,522
+2134904816839688395,523
+2134904835026190593,524
+2134904980736311929,525
+2134904982346924669,526
+2134905019189691101,527
+2134905035589419799,528
+2134905039313961849,529
+2134905041696326587,530
+2134905044766557181,531
+2134905044833666047,532
+2134905045102100487,533
+2134905045177597961,534
+2134905045253095435,535
+2134905045328592909,536
+2134905045538308115,537
+2134905045613805589,538
+2135658359968236364,539
+2135658542101693154,540
+2135658542386905834,541
+2135658542781170420,542
+2135658543242543872,543
+2135658545767514950,544
+2135658545893344074,545
+2136221634460123799,546
+2136389353511846005,547
+2136389354015162499,548
+2136935916512478049,549
+2137134548792640183,550
+2137134549706998477,551
+2137704922018218396,552
+2137704926053138958,553
+2138568472580325973,554
+2139150089359196199,555
+2140784658734907686,556
+2141229835995840847,557
+2141355031935321056,558
+2141355067922449282,559
+2141355068383822734,560
+2141478391264576072,561
+2141478391348462154,562
+2141478496122176368,563
+2142047355153678986,564
+2142171269733286244,565
+2144356630513320518,566
+2144916515806248980,567
+2145153815500816706,568
+2145603402644587402,569
+2145727308156108933,570
+2145727399348666855,571
+2145727399449330153,572
+2145727399558382059,573
+2146306510567768475,574
+2146430800906682785,575
+2146430800990568867,576
+2146430820443751321,577
+2146551843914777018,578
+2146551844904632788,579
+2146551904958677622,580
+2146660886926852416,581
+2146660887002349890,582
+2146660887094624580,583
+2146660887203676486,584
+2146660887346282824,585
+2147123662791115686,586
+2147123662858224552,587
+2147123663017608108,588
+2147846602826449803,589
+2149484526546452752,590
+2149484852091552186,591
+2149939352476582010,592
+2150829657950257794,593
+2150829667932701348,594
+2150829923885908490,595
+2150829948548416122,596
+2150829959453606568,597
+2151563850841850061,598
+2151564008329576933,599
+2151564095713706619,600
+2152167773222993940,601
+2152289023127715889,602
+2152289064542273825,603
+2155114825741500949,604
+2155114835690390267,605
+2155114836386644747,606
+2155241212938814273,607
+2155812777791324581,608
+2156066252290785356,609
+2156501936323428882,610
+2156718775112565355,611
+2158174724725670855,612
+2158174729414901910,613
+2158174784544834196,614
+2159419215583380463,615
+2159535974915244827,616
+2159535995811266819,617
+2159536004787077583,618
+2159649186167915110,619
+2160098698049093979,620
+2160912607672795565,621
+2160912616539554409,622
+2160912655915679819,623
+2162513024617808683,624
+2162513044893073459,625
+2162513070000177858,626
+2162513070503494350,627
+2162513074060264222,628
+2163212765890609705,629
+2163334577303585455,630
+2163334578259886795,631
+2164367422893589471,632
+2164367423673730033,633
+2164478081568343037,634
+2164478103445832281,635
+2164478104343413363,636
+2164598684107407750,637
+2165087460176953468,638
+2166064333434388927,639
+2166064674305475225,640
+2166064779414732801,641
+2166064797106307229,642
+2166064855264526831,643
+2166064863317590601,644
+2166773308459057374,645
+2171876313638371452,646
+2171876324795220314,647
+2171876326942704016,648
+2171876346882425704,649
+2171876348610478994,650
+2171876348702753684,651
+2171876361721872578,652
+2172371118332051820,653
+2172371122509578610,654
+2172371436436455782,655
+2173216763896922288,656
+2173216765583032544,657
+2173216776639218138,658
+2173325534287627249,659
+2174721075571589819,660
+2174838742978659061,661
+2175419524847763461,662
+2175419595093967522,663
+2175419595697947312,664
+2176851562641490686,665
+2176851562834428674,666
+2179887839699796424,667
+2179887840530268640,668
+2179887855134835524,669
+2179887863137566752,670
+2180736540135654014,671
+2180736567012753620,672
+2180736592824501056,673
+2181922917904810326,674
+2181922918508790116,675
+2181922923097358794,676
+2181922978520891990,677
+2181922982354485892,678
+2182779801528435624,679
+2182780329306096562,680
+2182780429113753770,681
+2184831680924091011,682
+2185524688778691138,683
+2186437187866722802,684
+2186437664792641850,685
+2186437842094261028,686
+2186437842832458550,687
+2187707789055361298,688
+2187707856793371188,689
+2187707857414128194,690
+2187707861038006932,691

assets/evts.csv

@@ -0,0 +1,4 @@
+event,idx
+cart,1
+purchase,2
+view,3

assets/prcs.json

@@ -0,0 +1,4 @@
+{
+    "avg_pr": 5.039902131760828,
+    "std_pr": 1.218678052731658
+}

config.json

@@ -0,0 +1,17 @@
+{
+  "architectures": [
+    "CommerceIntent"
+  ],
+  "model_type": "ecomm_shop_intent_pretrained",
+  "dtype": "float32",
+  "fwd_dim": 256,
+  "mod_dim": 128,
+  "num_brd": 4305,
+  "num_cat": 692,
+  "num_evt": 4,
+  "num_heads": 4,
+  "num_itm": 206877,
+  "num_layers": 2,
+  "seq_dim": 20,
+  "transformers_version": "5.2.0"
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13359c304ee474e3d43c24e1006dcc0cd8d91254498aa423fa2f0e58b583b0d0
+size 216371900

sample.py

@@ -0,0 +1,41 @@
+import torch
+
+from i6modelecomm.model import i6modelecomm
+
+model = i6modelecomm.CommerceIntent.from_pretrained(
+    "i6-aiworks/ecomm_shop_intent_pretrained"
+)
+
+# TODO: map items and remap categories.
+
+# TODO: freeze layers and train with your data.
+
+model.eval()
+
+D = 'cpu'
+
+# batch_size | seq_len = 3
+itms = torch.tensor([[12, 45, 78]], dtype=torch.long).to(D)
+brds = torch.tensor([[3, 7, 2]], dtype=torch.long).to(D)
+cats = torch.tensor([[8, 8, 15]], dtype=torch.long).to(D)
+prcs = torch.tensor([[29.9, 35.0, 15.5]], dtype=torch.float).to(D)
+evts = torch.tensor([[1, 1, 2]], dtype=torch.long).to(D)
+
+# mask
+mask = torch.tensor([[1, 1, 1]], dtype=torch.bool).to(D)
+
+with torch.no_grad():
+    outputs = model(
+        itms=itms,      # items
+        brds=brds,      # brands
+        cats=cats,      # categories
+        prcs=prcs,      # prices
+        evts=evts,      # events
+        attention_mask=mask,
+        labels=None     # inference only -- no loss computation
+    )
+
+# logits tem shape (B, L-1, num_itm)
+logits = outputs.logits
+
+print("Logits shape:", logits.shape)