sweetcard

@RestController
@RequestMapping("registration")
public class InstanceRegistrationResource {
    private final InstanceRegistrationService instanceRegistrationService;

    public InstanceRegistrationResource(InstanceRegistrationService instanceRegistrationService) {
        this.instanceRegistrationService = instanceRegistrationService;
    }

    @PostMapping("register")

padeoe

🤗Huggingface Model Downloader

Considering the lack of multi-threaded download support in the official huggingface-cli, and the inadequate error handling in hf_transfer, this command-line tool smartly utilizes wget or aria2 for LFS files and git clone for the rest.

Features

• ⏯️ Resume from breakpoint: You can re-run it or Ctrl+C anytime.
• 🚀 Multi-threaded Download: Utilize multiple threads to speed up the download process.
• 🚫 File Exclusion: Use --exclude or --include to skip or specify files, save time for models with duplicate formats (e.g., *.bin or *.safetensors).
• 🔐 Auth Support: For gated models that require Huggingface login, use --hf_username and --hf_token to authenticate.
• 🪞 Mirror Site Support: Set up with HF_ENDPOINT environment variable.

btahir

# install packages
# pip install faiss-cpu sentence-transformers

import numpy as np
import torch
import faiss
import time
from sentence_transformers import SentenceTransformer

# https://www.sbert.net/docs/pretrained_models.html#multi-qa-models

PierreBesson

@RestController
@RequestMapping("registration")
public class InstanceRegistrationResource {
    private final InstanceRegistrationService instanceRegistrationService;

    public InstanceRegistrationResource(InstanceRegistrationService instanceRegistrationService) {
        this.instanceRegistrationService = instanceRegistrationService;
    }

    @PostMapping("register")