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Kvs satish# Transformer model implementation in PyTorch import random import os import re import unicodedata import zipfile import requests import torch import torch.nn as nn import torch.nn.functional as F…
Kvs satishimport os import requests import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim import tokenizers import tqdm # Download novels from Project Gutenberg DATASOURCE…
Kvs satishSpoken Dialogue Models (SDMs) are at the frontier of conversational AI, enabling seamless spoken interactions between humans and machines. Yet, as SDMs become integral to digital assistants, smart devices, and…
Kvs satishThe Model Context Protocol (MCP) has rapidly become a foundational standard for connecting large language models (LLMs) and other AI applications with the systems and data they need to be…
Kvs satish@dataclass class Task: id: str description: str priority: int status: TaskStatus = TaskStatus.PENDING dependencies: List[str] = None result: Optional[str] = None def __post_init__(self): if self.dependencies is None: self.dependencies = []…
Kvs satishA Gentle Introduction to Q-LearningImage by Editor | ChatGPT Introduction Reinforcement learning is a relatively lesser-known area of artificial intelligence (AI) compared to highly popular subfields today, such as machine…
Kvs satishOpenAI has just sent seismic waves through the AI world: for the first time since GPT-2 hit the scene in 2019, the company is releasing not one, but TWO open-weight…
Kvs satishLLMs are deployed through conversational interfaces that present helpful, harmless, and honest assistant personas. However, they fail to maintain consistent personality traits throughout the training and deployment phases. LLMs show…
Kvs satishclass GeminiAutoGenFramework: “”” Complete AutoGen framework using free Gemini API Supports multi-agent conversations, code execution, and retrieval “”” def __init__(self, gemini_api_key: str): “””Initialize with Gemini API key””” self.gemini_api_key = gemini_api_key…
Kvs satishIn today’s data-driven world, valuable insights are often buried in unstructured text—be it clinical notes, lengthy legal contracts, or customer feedback threads. Extracting meaningful, traceable information from these documents is…
