PinnedAnkita SinhaP-tuning vs Prefix-tuning vs Prompt-tuning.With the advent of Large Language models which are trained to perform a variety of general tasks, there is a huge boost in finding ways to…6 min read·Feb 19, 2024----
PinnedAnkita SinhaIntuition for Encoder-Based Models vs Decoder-Based ModelsWe will discuss the difference between Encoder-Based models and Decoder-based models and Everything in between.8 min read·Feb 5, 2024--2--2
PinnedAnkita SinhainNerd For TechIntroduction to FLOWERBuilding your own Federated Learning Platform using FLOWER4 min read·May 31, 2021----
PinnedAnkita SinhainTowards Data ScienceHierarchical Reinforcement LearningWith Options-Critic framework using tabular Q-Learning4 min read·Feb 11, 2022--2--2
Ankita SinhaYes, the options sampled from the policy over options can and should change during learning.1 min read·Jan 31, 2024--1--1
Ankita SinhainILLUMINATION’S MIRRORBeyoncé Said She Only Gives Herself One Day To Feel Sorry for HerselfAnd this advice changed my life2 min read·Jul 11, 2023----
Ankita SinhainNerd For TechThe Difference a World Model can make.To exploration in Reinforcement Learning3 min read·Jul 11, 2023----
Ankita SinhaSoft Q learningLet us start by understanding Q Learning and then extend it to Soft Q Learning.2 min read·Apr 27, 2022--2--2
Ankita SinhainILLUMINATION’S MIRRORA Father’s life lessons for his Daughter.lessons that helped a daughter break the stereotypes and make a her in this grey world.3 min read·Mar 7, 2022--2--2
Ankita SinhainILLUMINATION’S MIRRORThe Journey or The DestinationWhat is life’s higher purpose? Is it to solve a problem and reach a destination or Is it the thrill of the journey and letting the…2 min read·Jan 30, 2022--1--1