Text Classification
Transformers
Safetensors
Chinese
spam-detection
advertising-detection
ad-classification
chinese
modernbert
mmbert
multi-task
four-head
Instructions to use x6nux/laya-ad with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use x6nux/laya-ad with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="x6nux/laya-ad")# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("x6nux/laya-ad", device_map="auto") - Notebooks
- Google Colab
- Kaggle
File size: 16,819 Bytes
0cd599e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 | @import "tailwindcss";
@theme inline {
--color-background: #ffffff;
--color-foreground: #25282d;
--color-primary: #282e39;
--color-primary-foreground: #ffffff;
--color-secondary: #f1f2f4;
--color-secondary-foreground: #25282d;
--color-accent: #f1f2f4;
--color-accent-foreground: #25282d;
--color-input: #e0e4e9;
--color-ring: #7094e4;
--color-destructive: #b64949;
--color-muted-foreground: #8c929a;
}
:root { font-family: Inter, "Noto Sans SC", -apple-system, BlinkMacSystemFont, "Segoe UI", sans-serif; color: #25282d; background: #fff; }
* { box-sizing: border-box; }
body { margin: 0; min-width: 320px; }
button, input, textarea { font: inherit; }
button { cursor: pointer; }
button:disabled { cursor: not-allowed; opacity: .55; }
:focus-visible { outline: 2px solid #608ee6; outline-offset: 2px; }
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.brand-logo { display: block; width: 100%; height: 100%; object-fit: contain; }
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.nav-item:hover, .nav-item.active { background: #f1f2f4; color: #24282f; }
.nav-item.active { font-weight: 600; }
.account { margin-top: auto; border-top: 1px solid #eceef0; display: flex; align-items: center; gap: 9px; padding: 16px; }
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.account-name strong { font-size: 13px; overflow: hidden; text-overflow: ellipsis; }
.account-name span { color: #9298a0; }
.account button, .mobile-close, .menu-button, .dialog-close, .key-reveal > button { border: 0; color: #777e89; background: none; padding: 5px; }
.account button { margin-left: auto; }
.mobile-close, .menu-button { display: none; }
.main { flex: 1; min-width: 0; }
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th { text-align: left; color: #9299a2; font-weight: 500; padding: 12px 14px; }
td { padding: 16px 14px; border-top: 1px solid #f0f1f3; color: #606772; }
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.table-wrap > table > tbody > tr:hover { background-color: #f8fafc; }
}
td code, .docs code, .home-intro code { font-size: 12px; background: #f4f5f6; border-radius: 4px; padding: 3px 5px; }
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.chart-section { margin-bottom: 58px; }
.chart-head { display: flex; justify-content: space-between; align-items: baseline; margin-bottom: 23px; }
.chart-head strong { font-size: 21px; font-weight: 500; color: #555b64; }
.bars { height: 210px; display: flex; gap: 9px; align-items: flex-end; border-bottom: 1px solid #dfe4e9; background: repeating-linear-gradient(to top, transparent 0, transparent 51px, #f0f2f4 52px); }
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.playground-count { color: #a0a6af; font-size: 12px; }
.playground-question-list { display: grid; gap: 14px; }
.playground-question { border: 1px solid #e6e9ed; border-radius: 7px; padding: 17px; background: #fff; }
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.playground-option-row.score { grid-template-columns: 20px minmax(0, 1fr) 28px; }
.playground-option-row input { min-width: 0; }
.playground-level-index { font-size: 12px; color: #9aa2ab; text-align: center; }
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.playground-model select, .playground-model input { max-width: 240px; }
.playground-model label { display: block; }
.playground-model p { grid-column: 2; }
.playground-raw { padding: 22px 24px; }
.playground-raw label { margin-bottom: 9px; }
.playground-raw textarea { min-height: 520px; font-family: ui-monospace, SFMono-Regular, Menlo, monospace; font-size: 12px; }
.playground-submit { display: flex; justify-content: flex-end; align-items: center; gap: 12px; padding: 17px 24px; }
.playground-submit .form-error { flex: 1; margin: 0; }
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.playground-output-head h2 { margin: 0; }
.playground-output-head span { color: #5b77a9; font-size: 12px; }
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.playground-full-response { padding: 16px 22px; color: #557ab9; font-size: 12px; }
.playground-full-response summary { cursor: pointer; }
.playground-full-response pre { margin-top: 12px; }
.docs { max-width: 820px; line-height: 1.7; font-size: 14px; color: #606873; }
.docs h2 { margin: 32px 0 10px; color: #313740; font-size: 17px; }
.docs pre { padding: 18px; background: #f7f8f9; border: 1px solid #e8ebee; border-radius: 7px; overflow: auto; font-size: 12px; }
.docs-note { display: flex; align-items: center; gap: 7px; color: #8b929b; }
@media (max-width: 1100px) { .playground-layout { grid-template-columns: 1fr; } .playground-output { min-height: 260px; border-left: 0; border-top: 1px solid #e7e9ec; } }
@media (max-width: 760px) { .sidebar { position: fixed; inset: 0 auto 0 0; z-index: 11; transform: translateX(-100%); transition: transform .2s ease; } .sidebar.open { transform: translateX(0); } .mobile-close, .menu-button { display: block; } .mobile-close { margin-left: auto; } .nav-backdrop { position: fixed; inset: 0; background: #0006; border: 0; z-index: 10; } .topbar { padding: 0 18px; } .content { padding: 26px 18px 60px; } .page-title { margin-bottom: 36px; } .home-links { flex-wrap: wrap; } .key-reveal { flex-direction: column; } .playground-section, .playground-raw { padding: 18px; } .playground-submit { padding: 16px 18px; flex-wrap: wrap; } }
@media (max-width: 520px) { .playground-fields { grid-template-columns: 1fr; } .playground-option-row { grid-template-columns: minmax(0, 1fr) 28px; } .playground-option-row:not(.score) input:nth-child(2) { grid-column: 1; grid-row: 2; } .playground-option-row:not(.score) button { grid-column: 2; grid-row: 1 / 3; } .playground-question { padding: 14px; } .playground-model { grid-template-columns: 1fr; } .playground-model p { grid-column: 1; } }
@media (max-width: 540px) { .topbar-note { display: none; } }
@media (prefers-reduced-motion: reduce) { *, *::before, *::after { transition-duration: .01ms !important; animation-duration: .01ms !important; } }
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