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Samsung Galaxy S26 Series Leaks Reveal New Camera Island Design And Upgrades: Check Expected Key Specs | Technology News

Samsung Galaxy S26 Series: Leaks surrounding Samsung’s upcoming Galaxy S26 series have started surfacing ahead of its expected launch in early 2026. According to recent reports, the new lineup will include three models — Galaxy S26, Galaxy S26+, and Galaxy S26 Ultra. These smartphones are expected to succeed the Galaxy S25 series and bring design refinements,…

WordPress Jan 2, 2026
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Train Your Large Model on Multiple GPUs with Tensor Parallelism

import dataclassesimport datetimeimport os import datasetsimport tokenizersimport torchimport torch.distributed as distimport torch.nn as nnimport torch.nn.functional as Fimport torch.optim.lr_scheduler as lr_schedulerimport tqdmfrom torch import Tensorfrom torch.distributed.checkpoint import load, savefrom torch.distributed.checkpoint.default_planner import DefaultLoadPlannerfrom torch.distributed.fsdp import FSDPModule, fully_shardfrom torch.distributed.tensor import Replicate, Shardfrom torch.distributed.tensor.parallel import (    ColwiseParallel,    PrepareModuleInput,    RowwiseParallel,    SequenceParallel,    loss_parallel,    parallelize_module,)from torch.utils.data.distributed import DistributedSampler # Set default to bfloat16torch.set_default_dtype(torch.bfloat16)print("NCCL version:", torch.cuda.nccl.version()) # Build the model@dataclasses.dataclassclass LlamaConfig:    """Define Llama…

WordPress Dec 31, 2025
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How Train Wi-Fi Works: Does Connection Get Lost At 120 km/hr? Check List Of Trains Offering Free Internet Service | Technology News

With more people relying on the internet while travelling, Wi-Fi on trains has become an important facility for passengers. Many wonder how internet works on a moving train and whether high speed—sometimes above 100 kmph affects the connection. Here’s a simple explanation of how train Wi-Fi works and which trains currently offer this service.  How…

WordPress Dec 31, 2025
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New Year’s Eve Tech Tip: How You Place Your Smartphone On Table Can Improve Privacy, Focus, Battery, And Mental Peace-Explained | Technology News

Face Down Phone Benefits: As we celebrate New Year’s Eve and spend time with family and friends, smartphones have become an important part of our daily lives. Whether we are working, attending meetings, eating, or enjoying moments with loved ones, our phone is usually kept right in front of us. However, one small thing is…

WordPress Dec 31, 2025
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Elon Musk’s xAI To Expand Computing Capacity To 2 GW | Technology News

New Delhi: Tesla and SpaceX CEO Elon Musk’s xAI company has purchased a third building near its existing Memphis sites in the US, that will bring its artificial intelligence (AI) computing capacity to almost 2 gigawatts (GW). Elon Musk has already built one data centre in Memphis, known as Colossus, and is constructing a second…

WordPress Dec 31, 2025
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OPPO Pad 5 Officially Confirmed To Launch In India Alongside OPPO Reno 15 Series; Check Expected Display, Camera, Price, And Other Specs | Technology News

OPPO Pad 5 Price In India: Chinese smartphone brand OPPO has confirmed that it will soon launch the OPPO Pad 5 in India. The tablet’s India debut was spotted on a Flipkart microsite created for the upcoming OPPO Reno 15 series, where the OPPO Pad 5 is mentioned at the bottom. While OPPO has not officially…

WordPress Dec 31, 2025
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Train Your Large Model on Multiple GPUs with Fully Sharded Data Parallelism

import dataclassesimport functoolsimport os import datasetsimport tokenizersimport torchimport torch.distributed as distimport torch.nn as nnimport torch.nn.functional as Fimport torch.optim.lr_scheduler as lr_schedulerimport tqdmfrom torch import Tensorfrom torch.distributed.algorithms._checkpoint.checkpoint_wrapper import (    apply_activation_checkpointing,    checkpoint_wrapper,)from torch.distributed.checkpoint import load, savefrom torch.distributed.checkpoint.state_dict import (    StateDictOptions,    get_state_dict,    set_state_dict,)from torch.distributed.fsdp import (    CPUOffloadPolicy,    FSDPModule,    MixedPrecisionPolicy,    fully_shard,)from torch.distributed.fsdp.wrap import transformer_auto_wrap_policyfrom torch.utils.data.distributed import DistributedSampler  # Build the model@dataclasses.dataclassclass LlamaConfig:    """Define Llama model hyperparameters."""    vocab_size: int = 50000  # Size of the…

WordPress Dec 30, 2025
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5 Python Libraries for Advanced Time Series Forecasting

5 Python Libraries for Advanced Time Series ForecastingImage by Editor Introduction Predicting the future has always been the holy grail of analytics. Whether it is optimizing supply chain logistics, managing energy grid loads, or anticipating financial market volatility, time series forecasting is often the engine driving critical decision-making. However, while the concept is simple —…

WordPress Dec 30, 2025
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Train Your Large Model on Multiple GPUs with Pipeline Parallelism

import dataclassesimport os import datasetsimport tokenizersimport torchimport torch.distributed as distimport torch.nn as nnimport torch.nn.functional as Fimport torch.optim.lr_scheduler as lr_schedulerimport tqdmfrom torch import Tensorfrom torch.distributed.checkpoint import load, savefrom torch.distributed.checkpoint.state_dict import StateDictOptions, get_state_dict, set_state_dictfrom torch.distributed.pipelining import PipelineStage, ScheduleGPipe  # Build the model@dataclasses.dataclassclass LlamaConfig:    """Define Llama model hyperparameters."""    vocab_size: int = 50000  # Size of the tokenizer vocabulary    max_position_embeddings: int = 2048  # Maximum sequence…

WordPress Dec 30, 2025
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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 how to design long-term memory that keeps them reliable across extended timelines. Topics we will cover include: The roles of episodic, semantic, and procedural memory in autonomous agents How these memory types interact to support real tasks across sessions How…

WordPress Dec 30, 2025
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Moto G-Series Smartphone Users Alarmed After Device Reportedly Bursts Into Flames; User Slams Nehru Place Service Centre | Viral Video | Technology News

Motorola G-Series Phone Blast: What started as a normal day quickly turned scary when a Motorola G-series smartphone reportedly exploded inside a user’s pocket. According to a video shared by a user on X (formerly Twitter), the man was going about his daily routine when he suddenly felt intense heat, followed by a loud burst.…

WordPress Dec 30, 2025