Fine-Tuning Llama 3.2 Vision for Calorie Extraction from Images
In recent years, the integration of artificial intelligence into various domains has revolutionized how we interact with technology. One of the most promising advancements is the development of multimodal models capable of unders
Mar 04, 2025 am 09:44 AM
OpenAI O1 API Tutorial: How to Connect to OpenAI's API
OpenAI recently released its highly anticipated model with “doctoral reasoning capabilities”, which is not what many of us think of as GPT-5, but the o1 model of OpenAI. The way OpenAI o1 works marks an important paradigm shift in computing resource allocation, focusing more on the training and reasoning stages. This approach makes it perform well in complex inference tasks, but is also much slower than its similar models, GPT-4o and GPT-4o mini. That is, GPT-4o and GPT-4o mini remain preferred for applications that require fast response, image processing, or function calls. However, if your project requires advanced reasoning skills and can be compatible
Mar 04, 2025 am 09:43 AM
Grok 3 vs o3-mini: Which Model is Better?
It’s the season of 3’s – from OpenAI’s o3 models to now Grok 3, the latest launch by Elon Musk’s x.Ai’s – it is raining LLMs. The latest model which comes in two variants – Grok-3 and Grok-3 mini – b
Mar 04, 2025 am 09:39 AM
20 Open-Source Datasets for Generative AI and Agentic AI
Generative and Agentic AI: A Deep Dive into Top Open-Source Datasets The fields of generative AI (GenAI) and agentic AI are revolutionizing everything from creative content generation to autonomous decision-making. This progress is fueled by vast, p
Mar 04, 2025 am 09:38 AM
Getting Started With OpenAI Structured Outputs
In August 2024, OpenAI announced a powerful new feature in their API — Structured Outputs. With this feature, as the name suggests, you can ensure LLMs will generate responses only in the format you specify. This capability will make it significantly
Mar 04, 2025 am 09:37 AM
Grok 3 in Action: Game Development, Reasoning and More
During the early access phase of xAI’s Grok-3, AI enthusiasts, developers, and researchers have wasted no time pushing its limits and exploring its capabilities. From game development to reasoning tests, the first impressio
Mar 04, 2025 am 09:36 AM
Apple's DCLM-7B: Setup, Example Usage, Fine-Tuning
Apple's open-source contribution to the large language model (LLM) field, DCLM-7B, marks a significant step towards democratizing AI. This 7-billion parameter model, released under the Apple Sample Code License, offers researchers and developers a p
Mar 04, 2025 am 09:30 AM
Fine-Tuning SAM 2 on a Custom Dataset: Tutorial
Meta's Segment Anything Model 2 (SAM 2) is the latest innovation in segmentation technology. It is Meta’s first unified model that can segment objects in both images and videos in real time. But why fine-tune SAM 2 if it can already segment anything?
Mar 04, 2025 am 09:26 AM
Corrective RAG (CRAG) Implementation With LangGraph
Retrieval-augmented generation (RAG) improves large language models by fetching relevant documents from an external source to support text generation. However, RAG isn’t perfect—it can still produce misleading content if the retrieved documents aren'
Mar 04, 2025 am 09:25 AM
GRPO Fine-Tuning on DeepSeek-7B with Unsloth
DeepSeek has taken the world of natural language processing by storm. With its impressive scale and performance, this cutting-edge model excels in tasks like question answering and text summarization. Its ability to handle nuance
Mar 04, 2025 am 09:23 AM
PyTorch's torchchat Tutorial: Local Setup With Python
Torchchat: Bringing Large Language Model Inference to Your Local Machine Large language models (LLMs) are transforming technology, yet deploying them on personal devices has been challenging due to hardware limitations. PyTorch's new Torchchat frame
Mar 04, 2025 am 09:21 AM
Generate Realistic Videos with NVIDIA COSMOS 1.0 Diffusion
NVIDIA Cosmos: Revolutionizing Robotics Training with AI-Generated Videos NVIDIA's Cosmos platform is transforming robotics training through the power of World Foundation Models (WFMs). By generating physically realistic videos of simulated environm
Mar 04, 2025 am 09:19 AM
How to Choose the Best Open Table Format for AI/ML Workloads?
This guide helps AI/ML professionals choose the right open table format (Apache Iceberg, Delta Lake, or Apache Hudi) for their workloads. It outlines the key advantages of these formats over traditional data lakes, focusing on performance, scalabili
Mar 04, 2025 am 09:18 AM
A Deep Dive into LLM Optimization: From Policy Gradient to GRPO
Reinforcement learning (RL) has revolutionized robotics, AI game playing (AlphaGo, OpenAI Five), and control systems. Its power lies in maximizing long-term rewards to optimize decision-making, particularly in sequential reasoning tasks. Initially,
Mar 04, 2025 am 09:17 AM
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