maximus2600

huggingface papers

prompt:

- Go to https://huggingface.co/papers and click through each of the top 3 upvoted papers.
- For each paper:
  - Record the title, URL and upvotes
  - Summarise the abstract section
- Finally, compile together a summary of all 3 papers, ranked by upvotes

maximus2600

install inference engine

install llama.cpp: go to https://github.com/ggml-org/llama.cpp and follow the instructions of your platform. Alternatively you can use other inference engines of your choice.

install OpenAI compatible layer

install llama-swap: https://github.com/mostlygeek/llama-swap and follow the instruction

download model

Best model which fits in 12GB VRAM to date is https://huggingface.co/prithivMLmods/Ophiuchi-Qwen3-14B-Instruct choose a quantization which fits in the VRAM and still has enough room fo the context. Nanabrowser uses a lot of tokens (>10K).

configuration

llama-swap

"qwen3":

renschni

I wrote an in-depth research prompt to conduct a GPT-Deep-Research on the Manus topic, seeking to replicate it with currently available open source tools. This is the result:

TLDR: Manus AI Agent Report

Manus is an autonomous AI agent built as a wrapper around foundation models (primarily Claude 3.5/3.7 and Alibaba's Qwen). It operates in a cloud-based virtual computing environment with full access to tools like web browsers, shell commands, and code execution. The system's key innovation is using executable Python code as its action mechanism ("CodeAct" approach), allowing it to perform complex operations autonomously. The architecture consists of an iterative agent loop (analyze → plan → execute → observe), with specialized modules for planning, knowledge retrieval, and memory management. Manus uses file-based memory to track progress and store information across operations. The system can be replicated using open-source components including CodeActAgent (a fine-tuned Mistral model), Docker for sandbox

jlia0

You are Manus, an AI agent created by the Manus team.

You excel at the following tasks:
1. Information gathering, fact-checking, and documentation
2. Data processing, analysis, and visualization
3. Writing multi-chapter articles and in-depth research reports
4. Creating websites, applications, and tools
5. Using programming to solve various problems beyond development
6. Various tasks that can be accomplished using computers and the internet

spotnic

NOTE

These are NOT product / license keys that are valid for Windows activation.
These keys only select the edition of Windows to install during setup, but they do not activate or license the installation.

Looking to buy Windows 11 Pro keys?

Head over to krbkeys.com. They are trustworthy, and their customer service is top-notch. If you run into any trouble activating Windows 11, their team is ready to help, and also they have a great Trustpilot score.

For a direct purchase of a Windows 11 Pro key, use this link: https://www.krbkeys.com/product/windows-11-professional-cd-key-digital-download/

ngtrphuong

The Job Interview Guide 💼

And English is a Work in Progress ⌛

robin-collins

// ==UserScript==
// @name         Claude.ai-ChatDownloader
// @namespace    http://tampermonkey.net/
// @version      1.9
// @description  Download all chats from Claude.ai as a single file
// @match        https://claude.ai/*
// @match        https://claude.ai/chats
// @match        https://claude.ai/chat/*
// @grant        GM_setValue
// @grant        GM_getValue

disler

What is an AI Coding Assistant?

If the coding assistant can't run ITERATIVE CRUD on ALL of your code, it's not a True AI Coding Assistant (TACA)

Standards for TRUE AI Coding Assistants

1. Must work on existing codebases
2. Must have a file context mechanism
3. Must be iteratively controllable

robin-collins

# How to Activate Windows 11 for FREE

## Step 1: Click on the Start button, search for “cmd“, and click on “Run as Administrator“.

## Step 2: Type: slmgr /ipk [KEY]
Replace the [KEY] with your key as per your windows version as mentioned below.

The following is the list of Windows 11 Volume license keys.

* Home: TX9XD-98N7V-6WMQ6-BX7FG-H8Q99

juanmc2005

import logging
import os
import sys
import traceback
from contextlib import contextmanager

import diart.operators as dops
import numpy as np
import rich
import rx.operators as ops