Narsil

import mmap
import torch
import json
import os
from huggingface_hub import hf_hub_download


def load_file(filename, device):
    with open(filename, mode="r", encoding="utf8") as file_obj:
        with mmap.mmap(file_obj.fileno(), length=0, access=mmap.ACCESS_READ) as m:

moyix

Using Linear Algebra to Convert a Large Code Model

Background

The SalesForce CodeGen models are a family of large language models trained on a large amount of natural language data and then fine-tuned on specialized datasets of code. Models of size 350M, 2B, 6B, and 16B parameters are provided in three flavors:

• nl, the base model trained on The Pile, a large natural language dataset compiled by EleutherAI
• multi, which is fine-tuned from the nl model on a dataset of code in multiple languages, scraped from GitHub, and
• mono, which is fine-tuned from the multi model on Python code only.

davelevine

Remove B2 /file/<bucket-name> Prefix

While the article from James Ross is solid and works very well with images, I found it fell short with any streaming video with the Bandwidth Alliance (to be fair, the article mentions nothing about videos, only images). Although the URL was being rewritten, it didn't seem to be handling video properly and even short videos were taking a long time to load.

That being said, the following seems to work perfectly...

Note: None of this code is mine. I'm basically standing on the shoulders of giants.

• Head over to https://github.com/phistrom/b2-remove-prefix.
• Follow the instructions for installing via Wrangler. If you're not familiar with Wrangler, copy the following from the index.js file:

vncsna

set -e, -u, -o, -x pipefail

The set lines

• These lines deliberately cause your script to fail. Wait, what? Believe me, this is a good thing.
• With these settings, certain common errors will cause the script to immediately fail, explicitly and loudly. Otherwise, you can get hidden bugs that are discovered only when they blow up in production.

• set -euxo pipefail is short for:

set -e
set -u

shawwn

This was a response to a Hacker News comment asking me what I've been up to since 2010. I'm posting it here since HN rejects it with "that comment is too long." I suppose that's fair, since this ended up being something of an autobiography.

--

What happened after 2010?

mnapoli

FROM bref/php-80-fpm

# Include any extension you want, for example:
#COPY --from=bref/extra-gd-php-73:0.9.5 /opt /opt

ADD . $LAMBDA_TASK_ROOT

CMD [ "index.php" ]

dabit3

import Amplify from 'aws-amplify';
const { AppsyncCdkAppStack } = require('./outputs.json');
import config from './aws-exports';

Amplify.configure({
  ...config,
  aws_appsync_graphqlEndpoint: AppsyncCdkAppStack.GraphQLAPIURL,
  aws_appsync_apiKey: AppsyncCdkAppStack.GraphQLAPIKey
})

cajames

import cdk = require("@aws-cdk/core");
import { Vpc, Port } from "@aws-cdk/aws-ec2";
import {
  Cluster,
  ContainerImage,
  AwsLogDriver,
  FargatePlatformVersion,
  NetworkMode,
  CfnService,
} from "@aws-cdk/aws-ecs";

andrewodri

FROM debian:10-slim

RUN apt-get update -y && \
  apt-get install -y awscli curl gnupg && \
  apt-key adv --fetch-keys "https://nginx.org/keys/nginx_signing.key" && \
  echo "deb http://nginx.org/packages/debian buster nginx" > /etc/apt/sources.list.d/nginx.list

RUN curl --silent --show-error --location --output /tmp/amazon-ssm-agent.deb "https://s3.us-east-1.amazonaws.com/amazon-ssm-us-east-1/latest/debian_amd64/amazon-ssm-agent.deb" && \
  dpkg -i /tmp/amazon-ssm-agent.deb

brettswift

import autoscaling = require("@aws-cdk/aws-autoscaling")
import scriptAssets = require("./CfnInitScriptAsset")
import iam = require('@aws-cdk/aws-iam')

import cdk = require('@aws-cdk/core')

/**
 * Helpful context into what was built.
 * Use these to get logical ID's when constructing your userdata.
 */