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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…
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…
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…
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…
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…
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 —…
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…
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…
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.…
New Delhi: The Office of the Principal Scientific Adviser (PSA) to the Government on Tuesday released a white paper on democratizing access to Artificial Intelligence (AI) infrastructure. The white paper defines democratising access to AI infrastructure as making the AI infrastructure - compute, datasets, and model ecosystem available and affordable, such that it reaches a…
WhatsApp Features For New Year 2026: WhatsApp, an instant messaging platform, has rolled out a new set of new features ahead of the New Year 2026, as the platform gets ready for its busiest day of the year. The Meta-owned platform says that New Year’s Day consistently sees the highest number of messages and calls,…
GTA 6 Delayed: As we are inch closer to 2026, Rumours about another delay for Grand Theft Auto VI are once again spreading online. Several post on the social media platform now claiming that the Rockstar Games may push the much-awaited game to 2027. The GTA 6 was first announced with a trailer in December…