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: 1,970 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 | export type Session = { username: string; csrf_token: string }
let session: Session | null = null
let sessionVersion = 0
const listeners = new Set<() => void>()
export function getSession() { return session }
export function setSession(value: Session | null) {
session = value
sessionVersion += 1
listeners.forEach(listener => listener())
}
export function subscribeSession(listener: () => void) {
listeners.add(listener)
return () => { listeners.delete(listener) }
}
export class ApiError extends Error {
readonly code?: string
readonly status: number
constructor(status: number, code?: string) {
super(code || "UNKNOWN_ERROR")
this.name = "ApiError"
this.status = status
this.code = code
}
}
export async function api<T>(path: string, options: RequestInit = {}, csrf?: string): Promise<T> {
const requestSessionVersion = sessionVersion
const headers = new Headers(options.headers)
const body = options.body
const method = options.method?.toUpperCase()
if (typeof body === "string" && !headers.has("Content-Type")) {
const payload = body.trim()
if (payload.startsWith("{") || payload.startsWith("[")) headers.set("Content-Type", "application/json")
}
if (method && !["GET", "HEAD"].includes(method)) headers.set("X-CSRF-Token", csrf || "")
const response = await fetch(path, { credentials: "same-origin", ...options, method, headers })
if (!response.ok) {
const unauthenticated = response.status === 401 && path.startsWith("/internal/") && path !== "/internal/auth/login"
if (unauthenticated && requestSessionVersion === sessionVersion) setSession(null)
const data = await response.json().catch(() => null)
throw new ApiError(response.status, data?.detail?.code || (unauthenticated ? "UNAUTHENTICATED" : undefined))
}
const responseBody = await response.text()
return (responseBody ? JSON.parse(responseBody) : undefined) as T
}
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