Leon Chase - Tekonto

What is Unsloth, and how to use it?

What is Unsloth? Unsloth is an open-source Python library designed to optimize the fine-tuning of large language models (LLMs) on consumer-grade hardware. It focuses on making the process of fine-tuning LLMs faster, more memory-efficient, and accessible to developers who may not have access to high-end GPUs or cloud computing resources.

How to reverse engineer an ios app?

Reverse engineering an iOS app involves analyzing the compiled binary and associated resources to understand its functionality, structure, and behavior. This process is often used for legitimate purposes such as security research, debugging, or learning how an app works. However, reverse engineering can also be misused for unethical or illegal

Good free assistant to help writing emails?

Yes, there are several excellent free writing assistants that can help you write emails more effectively. These tools use AI to assist with grammar, tone, clarity, and structure, making your emails professional and polished. Below is a list of some of the best free writing assistants for email composition: 1.

What is Serp?

What is Serp? Serp typically refers to Search Engine Results Pages (SERP), which are the pages displayed by search engines (like Google, Bing, or Yahoo) in response to a user's query. These pages contain a variety of results, including organic listings, paid advertisements, featured snippets, images, videos, and

What are the good things about Flowise?

Flowise is a low-code platform designed to help users build and deploy AI-powered applications, particularly those involving Large Language Models (LLMs) and other AI components. It provides a visual interface for creating workflows, making it accessible to both technical and non-technical users. Here are the key benefits and good things

What is ngrok and how to use it?

What is ngrok? ngrok is a tool that creates a secure tunnel from the public internet to your local machine. It allows you to expose a local server running on your machine (e.g., a web application or API) to the internet without needing to configure complex network settings like

Why should I use LangChain instead of other frameworks with similar functionality?

LangChain is a popular framework for building applications that integrate large language models (LLMs) with external data, tools, and workflows. While there are other frameworks with similar functionality (e.g., LlamaIndex, Haystack, Semantic Kernel, or custom solutions), LangChain stands out due to its flexibility, modularity, and growing ecosystem. Below are

How to use Zotero?

Zotero is a powerful, free, and open-source reference management tool designed to help you collect, organize, cite, and share research materials. Whether you're a student, researcher, or professional, Zotero can streamline your workflow and make managing references much easier. Below is a step-by-step guide on how to use

What are the good things about Zotero?

Zotero is a powerful, open-source reference management tool designed to help researchers, students, and academics collect, organize, cite, and share research materials. Here are the key benefits and good things about Zotero: 1. Free and Open-Source * Cost-Effective: Zotero is completely free to use, unlike some other reference managers like EndNote

How to make AI work for you instead of you working for AI?

The idea of making AI work for you instead of you working for AI revolves around leveraging artificial intelligence as a tool to enhance your productivity, creativity, and decision-making, rather than spending excessive time managing or training the AI. Here are some strategies to ensure that AI serves you effectively:

When using ollama or lmstudio, does it automatically use zenbook GPU?

When using tools like Ollama or LM Studio to run large language models (LLMs) locally, whether your ASUS ZenBook's GPU (in this case, AMD Radeon Graphics) is utilized depends on several factors. Let’s break it down: 1. Does Ollama Use the GPU? General Behavior * Ollama is designed

Does Asus zenbook have a GPU?

Yes, ASUS ZenBook laptops typically come with a GPU (Graphics Processing Unit), but the type and performance of the GPU depend on the specific model and configuration. Here's a breakdown of what you can expect: 1. Integrated Graphics (Common in Thin and Light Models) Most ASUS ZenBook models,

What are the good things about open-webui and how to use it?

What is Open-WebUI? Open-WebUI refers to an open-source web-based user interface (UI) that allows users to interact with various services, applications, or models through a browser. It can be used in different contexts, such as interacting with machine learning models (e.g., LLMs), managing cloud resources, or controlling IoT devices.

How to train a model from Hugging Face?

Training a model from Hugging Face involves using the Transformers library, which provides pre-trained models and tools for fine-tuning them on your specific dataset. Hugging Face makes it easy to train models for tasks like text classification, named entity recognition (NER), question answering, summarization, and more. Below is a step-by-step

How to use LayoutLM with Ollama or lMStudio

To use LayoutLM (or its variants like LayoutLMv2 or LayoutLMv3) with tools like Ollama or LM Studio, you need to understand that these models are multimodal and require both textual and visual inputs (e.g., bounding box coordinates, images). However, Ollama and LM Studio are primarily designed for running text-only

What LLMs are capable of describing an image, or let you ask questions regarding an image?

To describe an image or answer questions about it, you need multimodal models—models that combine both vision and language capabilities. These models are trained on large datasets of image-text pairs and can understand visual content while generating natural language descriptions or answering questions about images. Below is a list

What is the best image description LLM model?

When it comes to image description tasks (also known as image captioning), the goal is to generate natural language descriptions of images. This involves understanding the visual content of an image and producing a coherent, contextually relevant textual description. Several Large Language Models (LLMs) and multimodal models have been specifically

How to use mobbin?

How to save a session of chat with local LLM via Ollama, and make the LLM remember it in the next session after a restart?

To save a chat session with a local LLM (e.g., via Ollama) and make the model "remember" it across sessions, you need to implement a mechanism for storing conversation history and reloading it when the model restarts. While Ollama itself does not natively provide built-in memory persistence,

How to run Supabase Locally for your AI agents?

Running Supabase locally is a great way to set up a local development environment for your AI agents or applications that require a database. Supabase is an open-source alternative to Firebase, offering a suite of tools including a PostgreSQL database, authentication, real-time subscriptions, and more. Running it locally allows you

How does Ollama work under the hood?

Ollama is a tool designed to simplify the process of running large language models (LLMs) locally on your machine. It abstracts away much of the complexity involved in managing dependencies, optimizing performance, and interacting with LLMs, making it accessible even to users without deep technical expertise. To understand how Ollama

How to use Docker LLM locally and talk to it?

Using Docker to run a Large Language Model (LLM) locally is a great way to simplify the deployment process, ensure consistent environments, and manage dependencies. Docker allows you to containerize the LLM, making it easier to run on different machines without worrying about system-specific configurations. Below is a step-by-step guide

What is the best way to build a local RAG?

Building a local RAG (Retrieval-Augmented Generation) system is an excellent way to create a powerful, customizable, and privacy-focused AI application. A RAG system combines the strengths of retrieval-based models (e.g., searching for relevant information in a knowledge base) and generative models (e.g., large language models like Llama or

Which LLM model excels in language translation?

When it comes to language translation, certain Large Language Models (LLMs) have been specifically designed or fine-tuned to excel in this task. These models are trained on vast amounts of multilingual data, enabling them to understand and translate text between multiple languages with high accuracy. Below is a list of

What is LangFlow?

LangFlow is an open-source, visual tool designed to simplify the creation and deployment of AI-powered workflows using LangChain, a popular framework for building applications that integrate large language models (LLMs) with other tools and data sources. LangFlow provides a drag-and-drop interface that allows users to visually design, test, and deploy