Quantizing LLMs Step-by-Step: Converting FP16 Models to GGUF
In this article, you will learn how quantization shrinks large language models and how to…
Category: AI
Mastering LLM Tool Calling: The Complete Framework for Connecting Models to the Real World
Mastering LLM Tool Calling: The Complete Framework for Connecting Models to the Real World –…
7 Agentic AI Trends to Watch in 2026
7 Agentic AI Trends to Watch in 2026Image by Author The agentic AI field is…
Gradient Descent:The Engine of Machine Learning Optimization
Gradient Descent: Visualizing the Foundations of Machine LearningImage by Author Editor’s note: This article is…
Train Your Large Model on Multiple GPUs with Tensor Parallelism
import dataclasses import datetime import os import datasets import tokenizers import torch import torch.distributed…
5 Python Libraries for Advanced Time Series Forecasting
5 Python Libraries for Advanced Time Series ForecastingImage by Editor Introduction Predicting the future has…
Train Your Large Model on Multiple GPUs with Pipeline Parallelism
import dataclasses import os import datasets import tokenizers import torch import torch.distributed as dist…
Train Your Large Model on Multiple GPUs with Fully Sharded Data Parallelism
import dataclasses import functools import os import datasets import tokenizers import torch import torch.distributed…
Beyond Short-term Memory: The 3 Types of Long-term Memory AI Agents Need
In this article, you will learn why short-term context isn’t enough for autonomous agents and…
Pretraining a Llama Model on Your Local GPU
import dataclasses import os import datasets import tqdm import tokenizers import torch import torch.nn…