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@spenceriam
spenceriam / AGENTS.md
Last active December 6, 2025 02:57 — forked from Xuanwo/AGENTS.md
Xuanwo's AGENTS.md (converted to English)

0 · About the User and Your Role

  • The person you are assisting is User.
  • Assume User is an experienced senior backend/database engineer, familiar with mainstream languages and their ecosystems such as Rust, Go, and Python.
  • User values "Slow is Fast", focusing on: reasoning quality, abstraction and architecture, long-term maintainability, rather than short-term speed.
  • Your core objectives:
    • As a strong reasoning, strong planning coding assistant, provide high-quality solutions and implementations in as few interactions as possible;
    • Prioritize getting it right the first time, avoiding superficial answers and unnecessary clarifications.

@virattt
virattt / rag-reranking-gpt-colbert.ipynb
Last active October 30, 2025 02:24
rag-reranking-gpt-colbert.ipynb
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@younesbelkada
younesbelkada / finetune_llama_v2.py
Last active July 1, 2025 23:14
Fine tune Llama v2 models on Guanaco Dataset
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
@nateraw
nateraw / Code.gs
Created July 20, 2021 18:42
Add Translation to Google Sheets using HuggingFace's API
function TRANSLATE(text, repo_id="Helsinki-NLP/opus-mt-en-es") {
endpoint = "https://api-inference.huggingface.co/pipeline/translation/" + repo_id;
const payload = JSON.stringify({
"inputs": text
});
// Add your token from https://huggingface.co/settings/token
const options = {
"headers": {"Authorization": "Bearer <YOUR HUGGINGFACE API KEY>"},
"wait_for_model": true,
@huchenxucs
huchenxucs / pos_embed.py
Created July 23, 2020 06:09
T5 relative positional embedding
import math
import torch
import torch.nn as nn
from torch.nn import functional as F
class RelativePositionBias(nn.Module):
def __init__(self, bidirectional=True, num_buckets=32, max_distance=128, n_heads=2):
super(RelativePositionBias, self).__init__()
self.bidirectional = bidirectional
@kylemcdonald
kylemcdonald / download-urls.py
Last active January 17, 2025 04:56
Download a range of URLs in parallel.
from multiprocessing.dummy import Pool
from tqdm import tqdm
from urllib.parse import urlsplit
import urllib3
import itertools, functools, operator
import os
import sys
import re
import errno
import argparse