SFTTrainer is a high-level training API designed to simplify and accelerate Supervised Fine-Tuning (SFT) of large language models using Hugging Face’s ecosystem. It wraps around the core transformers.Trainer or accelerate components and streamlines processes such as:
Tokenization
Formatting input-output pairs
Applying LoRA (Low-Rank Adaptation)
Managing precision (fp16/bf16)
Logging, evaluation, and saving checkpoints
SFTTrainer is particularly popular in open-source framewo...
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‘Unsloth.ai’ – high-performance framework designed to accelerate the fine-tuning of large language models (LLMs) such as LLaMA, Mistral, Gemma, and Phi-2 while reducing GPU memory usage.
Unsloth.ai is a high-performance framework designed to dramatically accelerate the fine-tuning of large language models (LLMs) such as LLaMA, Mistral, Gemma, and Phi-2 while reducing GPU memory usage. Built with a focus on speed, accessibility, and compatibility, Unsloth enables efficient training on consumer-grade GPUs (like RTX 3060 or 4090), making LLM development more democratized and cost-effective.
Train your own custom model in 24 hrs, not 30 days
Unsloth is built to replace Huggin...
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TurboPi Raspberry Pi Robot Car Kit – High-Performance Edge AI Computing for Robotics and Vision Applications
TurboPi is a powerful, compact edge computing platform designed for AI inference, robotics, and computer vision applications. It integrates high-performance CPUs and NPUs with a robust I/O system to enable real-time processing in resource-constrained environments. Built to meet the growing demand for embedded AI at the edge, TurboPi bridges the gap between development boards like Raspberry Pi and industrial AI hardware.
TurboPi is an open source AI vision robot car designed for beginners. It...
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‘Yobi’ multi-channel communications and customer relationships with AI agent.
Yobi is an AI-powered business communication platform designed to unify customer interactions, simplify CRM workflows, and enhance team collaboration. Targeted at startups and small to mid-sized enterprises (SMEs), Yobi aims to be a one-stop solution for managing multi-channel communications and customer relationships with the help of advanced AI technologies.
Yobi’s functionality is built on a modern, cloud-native architecture optimized for performance, scalability, and AI integration:
...
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PETLIBRO offers smart pet technology to automate pet feeding, hydration, and monitoring
Key Offerings
1. Automatic Pet Feeders
PETLIBRO’s smart feeders are among its flagship products, known for their precision, capacity, and app-controlled features.
Notable Models:
PETLIBRO Granary Wi-Fi Feeder
PETLIBRO AIR Automatic Feeder
PETLIBRO Space Automatic Feeder
Key Features:
Scheduled feeding via app (iOS/Android)
Portion control for weight management
Voice recording (to call pets at meal time)
Dual power supply (AC + battery backup)
Desiccant...
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University of Calgary observed the clear existence of “biophotons” (glow) in living beings until we die.
Researchers at the University of Calgary have made a groundbreaking observation confirming the clear existence of biophotons—ultra-weak photon emissions produced by biological systems—in two plant species and live mice. This revelation not only substantiates the long-speculated phenomenon of biological light but also opens new frontiers in understanding cell communication, oxidative stress, and potentially even consciousness. The findings suggest that all living organisms, including humans, mig...
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University of Glasgow — beamed light through a human head marking a major leap in non-invasive brain imaging.
Photon transport through the entire adult human head
Photon transport through the human head refers to the movement of light (typically in the near-infrared spectrum) as it passes through the complex anatomical structures of the skull, cerebrospinal fluid (CSF), and brain tissue. Historically limited by scattering and absorption, recent advancements in photonics and computational modeling have enabled researchers to track photons across the entire adult human head, offering a non-invasive, h...
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Bridge XC LiFi – brings high speed 5G/4G/satellite/Fiber broadband from outdoors to indoor
Bridge XC™ LiFi: Bridging the Last Meter Gap for High-Speed Broadband Indoors
In the rapidly evolving landscape of broadband connectivity, the challenge of delivering high-speed 5G, 4G, satellite, or fiber bandwidth from outdoor infrastructure to indoor environments has persisted as a critical hurdle—often referred to as the "last meter problem." Bridge XC™ LiFi emerges as a groundbreaking solution, employing light-based communication to seamlessly extend high-speed internet from external ne...
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NASA’s Universe of Learning
The NASA’s Universe of Learning team connects the public to the data, discoveries, and experts that span NASA’s Astrophysics missions. Our team is made up of scientists, engineers, and educators who have direct connections to these missions. We also rely on a nationwide network of informal educators, scientists, and engineers who not only share our resources, but also help us develop them.
UOL In partnership with STScI, SAO, ASTC, Smithsonian Affiliations, and informal science centers, UoL f...
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Amazon Robotics
Amazon Robotics stands as one of the most advanced and scaled examples of intelligent automation in industry. Originally born from the 2012 acquisition of Kiva Systems, Amazon Robotics has evolved into a cornerstone of Amazon's fulfillment strategy, driving efficiency, accuracy, and scalability in warehouse and logistics operations. Through a diverse set of robotic platforms, Amazon Robotics is reshaping how goods are stored, picked, packed, and shipped across its global network.
Amazon Robo...
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Seoul National University (SNU) College of Engineering develop world’s first 3D microphone capable of position estimation with a single sensor
Seoul National University College of Engineering announced that Professor Sung-Hoon Ahn's team from the Department of Mechanical Engineering has developed a novel auditory technology that allows the recognition of human positions using only a single microphone. This technology facilitates sound-based interaction between humans and robots, even in noisy factory environments.
The research team has successfully implemented the world's first 3D auditory sensor that "sees space with ears" through...
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Locational Encoding with Neuromorphic Systems (LENS) – localization system for autonomous robots
LENSLocational Encoding with Neuromorphic Systems
LENS is a compact, brain-inspired localization system for autonomous robots. Using spiking neural networks, dynamic vision sensors, and a neuromorphic processor on a single SPECK™ chip, LENS performs real-time, event-driven place recognition with models 99% smaller and over 100× more energy-efficient than traditional systems. Deployed on a Hexapod robot, it can learn and recognize over 700 places using fewer than 44k parameters...
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Researchers at ETH Zurich – AI controller ANYmal-D Robot
ETH Zurich, through its Robotic Systems Lab (RSL), continues to redefine robotic mobility with its latest advances in AI-controlled legged robotics. The ANYmal-D quadrupedal robot, developed by ANYbotics and enhanced by ETH’s AI-driven control architecture, showcases state-of-the-art mobility intelligence, terrain adaptability, and real-world autonomy.
By fusing reinforcement learning, model predictive control, and vision-based terrain awareness, ETH Zurich’s AI system pushes ANYmal-D closer...
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‘Agrivoltaics’ – combines agricultural production and photovoltaic (PV) power generation
Agrivoltaics (also known as Agrophotovoltaics) is an emerging field that combines agricultural production and photovoltaic (PV) power generation on the same land. With increasing pressure to decarbonize energy systems while preserving arable land for food production, agrivoltaics presents a synergistic solution to two global challenges: climate change mitigation and sustainable food security.
Agrivoltaics offers a compelling model for the future of sustainable land use. By co-locating solar ...
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‘poynting.tech’ – purpose-engineered antennas
Poynting Antennas—a global leader in the design and manufacture of advanced antenna solutions—delivers rugged, high-performance antennas for mission-critical applications. With deep expertise in electromagnetic engineering, Poynting provides tailored antenna systems that serve sectors ranging from mining and maritime to agriculture, transportation, smart utilities, and industrial IoT.
Poynting’s innovation-driven engineering focuses on antenna solutions that operate reliably in remote, mobil...
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Zinsser – Customized Lab Automation
Zinsser Analytic, a Germany-based company offers customized laboratory automation and robotic systems that enable researchers to focus on innovation rather than manual processing.
Zinsser’s platforms span applications in life sciences, chemistry, material science, and biotechnology, emphasizing modularity, flexibility, and process integration.
Tailor-Made Automation Platforms
Zinsser specializes in custom-configured systems, unlike off-the-shelf solutions. Their systems are designed to...
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Interactive 3D holographic display
Interactive 3D holography combines advanced optical engineering, human-computer interaction, and real-time computation to create lifelike volumetric displays that users can view and interact with without the need for head-mounted displays or 3D glasses. This article explores the foundational technologies enabling interactive holographics, the challenges in real-time hologram generation, and leading industry players and research institutions shaping the future of this cutting-edge field.
Unli...
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MARC – mobile autonomous robotic cart
MARC: Mobile Autonomous Robotic Cart for Automated Material Transport
Mobile Autonomous Robotic Cart (MARC) represents a significant advancement in automated material handling within indoor environments such as warehouses, hospitals, manufacturing plants, and retail logistics. MARC combines autonomous navigation, obstacle avoidance, load-handling capabilities, and IoT integration into a compact, efficient, and intelligent robotic platform.
Material transport is a key logistics function th...
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AI Code Writers and Editors: Revolutionizing Software Development
AI code writers and editors—tools can generate, autocomplete, debug, refactor, and even explain code in natural language. These tools not only enhance developer productivity but also make coding more accessible to non-developers.
What Are AI Code Writers and Editors?
AI code writers and editors are software tools that use machine learning—especially large language models (LLMs)—to assist or automate the coding process. They integrate into development environments (IDEs, editors, or cloud ...
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AKA Robotics: Magnetic Crawler Robot for blasting, inspection, cleaning, painting
AKA Robotics Magnetic Crawler robotic systems are engineered to efficiently and precisely remove dirt, paint, coatings, and other contaminants from a wide range of steel surfaces.
These robots are used by numerous industries for their superior performance in surface preparation tasks. From cleaning the hulls of ships to maintaining storage tanks, our robots excel in abrasive blasting, ultra-high-pressure (UHP) water blasting, subsea cleaning, and cargo hold cleaning.
Whether in mari...
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RMIT University researchers have developed neuromorphic chip mimic human vision and memory abilities
Researchers have created a small device that ‘sees’ and creates memories in a similar way to humans, in a promising step towards one day having applications that can make rapid, complex decisions such as in self-driving cars.
The neuromorphic invention is a single chip enabled by a sensing element, doped indium oxide, that is thousands of times thinner than a human hair and requires no external parts to operate.
RMIT University engineers led the work, with contributions from researchers a...
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Autonomous Wheelchairs Revolutionizing Mobility Assistance
The integration of Artificial Intelligence (AI) into mobility solutions is transforming the landscape of assistive technologies. One of the most promising innovations in this domain is the AI-powered autonomous wheelchair. These intelligent mobility aids combine robotics, computer vision, machine learning, and real-time localization systems to enable enhanced autonomy, safety, and user experience for individuals with mobility impairments.
Core Technologies That Make It Possible
🧭 SLA...
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Key Technology Tools
Tech Tools
FTRACE – Ftrace is an enhanced traceroute application for Windows. It is faster than standard tracert.exe whilst preserving the same command line interface and also provides new options such as UDP support. A GUI version is also available which eases in copying the results to other applications. You can download it from here
TCPPING – is a small console application that operates similarly to ‘ping’, however it works over a tcp port. You can download it from here or here
BI...
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MIT Researchers have developed molecular membrane that can cut crude oil emissions by drastically.
Photo Credit
Image: Courtesy of the researchers
Anne Trafton
Separating crude oil into products such as gasoline, diesel, and heating oil is an energy-intensive process that accounts for about 6 percent of the world’s CO2 emissions. Most of that energy goes into the heat needed to separate the components by their boiling point.
In an advance that could dramatically reduce the amount of energy needed for crude oil fractionation, MIT engineers have developed a membrane th...
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Dual Atom Zinc Air – High Energy Density Battery can run for more then 3,600 hrs
A zinc-air battery is a type of metal-air battery powered by the oxidation of zinc and reduction of oxygen from the air. These batteries are known for their high energy density, low cost, and eco-friendly components, making them ideal for applications ranging from hearing aids to grid-scale energy storage.
However, conventional zinc-air batteries have been limited by issues like poor rechargeability, sluggish oxygen reaction kinetics, and the need for expensive catalysts.
A typical dual-a...
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Zhuque-2E Y2 carrier rocket, a methane-powered rocket developed by LandSpace Technology
The Zhuque-2E Y2 carrier rocket, a methane-powered rocket developed by LandSpace Technology, takes off from the Jiuquan Satellite Launch Center to launch six satellites into orbit, in China.
The Zhuque-2E Y2 mission is more than just a successful satellite launch—it is a clear signal that China’s private space sector is advancing rapidly, with the technological prowess and vision to compete on the global stage. With methane propulsion and reusability on the horizon, LandSpace is shaping the ...
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‘eParkourer’ – BMW CE 02 EV fully electric bike
The BMW CE 02 is an electric two-wheeler from BMW Motorrad, introduced in 2023 and marketed as an "eParkourer"—a blend between a scooter and a mini-motorcycle, tailored for urban commuting.
BMW Motorrad has taken a bold leap forward with the BMW CE 02. More than just a scooter, the CE 02 is a stylish, compact, and futuristic two-wheeler designed to bridge the gap between e-bikes and motorcycles. It’s a mobility solution crafted for a new generation of urban riders—those who value sustainabil...
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‘CoreWeave’ – Hyper scaler cloud service platform
CoreWeave is a specialized cloud computing company that focuses on providing high-performance computing (HPC) resources, especially for workloads like:
AI/ML (Artificial Intelligence/Machine Learning)
VFX (Visual Effects) and Rendering
Batch Processing
Real-time streaming and inference
Empowering creators & innovators with access to the GPU resources they need. Access compute resources that match the complexity of your models.
CoreWeave Cloud Platform simplifies the comp...
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‘Smol Agents’ is an open-source framework from Hugging Face that lets you create lightweight AI agents capable of performing tasks in your browser or on your local machine, without needing heavy infrastructure or cloud services.
Smol Agents—a lightweight agent framework developed by Hugging Face. It's designed to run autonomous agents inside your browser, often described as like having a "personal assistant" embedded directly in the web.
Smol Agents: These are compact, self-contained LLM agents that can operate in a local environment (like your browser) with minimal resource usage.
Open Computer Agent: It's part of Hugging Face's broader initiative to create open, autonomous systems that interact with your local ...
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Dracula Technologies French solar energy company has developed “LAYER” technology that allows you to print organic photovoltaic ‘OPV’ with inkjet printers
Dracula Technologies, a French innovator in sustainable energy solutions, has developed LAYER®—short for Light As Your Energetic Response. This cutting-edge technology utilizes organic photovoltaic (OPV) modules to harvest energy from ambient light, even in low-light conditions, providing a viable alternative to traditional batteries for powering low-energy devices.
LAYER® is the world’s first free-form OPV module produced via inkjet printing. It converts indoor light—both natural and artifi...
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