
Anant srivastava
@zerotoanant
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ML/DL enthusiast exploring the frontiers of Genrative AI & LLMs | Seeking internship opportunities| Driven by curiosity and a passion for innovation in AI| IITK
Joined October 2021
#Daily_Updates. Completed implementing Actor Critic method on Inverted Pendulum .Its awesome how baseline becomes the value function and changes to something more dynamic. I also tried my hands on fine tuning some LLMs using Adapters. Overall it was good day.
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Daily task .- Need to complete REINFORCE, A2C, PPO and TRPO.- Search for Internships .- 1 quiz tomorrow .- Hackathons Preparation .- Reading Building LLM for Production .- 1 Interview at 8 PM.I am also looking for some partner in #Hackathon.DM if Intrested ππ.
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Just wrapped up hands on large language models!ππ (Great Read thanks to @JayAlammar and @MaartenGr) .What should I dive into next in the world of GenerativeAI and LLMs? Any must read papers or coding resources to explore? π§ π . #AI #DeepLearning #TechReading #LLMs #GenAI.
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Starting with the new Reinforcement Learning. I was amazed using one step ahead prediction it was able to do so well. All thanks to @Sentdex and @DuaneJRich
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Finally completed the #DenoisingDiffusionModel on flower dataset. Didn't expect this to be this good. Also it requires a lot of patience to train it. Don't want to close it. I want to generate more and more flower πΌ πΈ
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Studied main components of #ReinforcementLearning like policy, reward, and value studied the different types of Reinforcement .Did some #DSA .Morning was bad I missed my intern test.#Day12 streak continues.
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Started my day with some #DSA.I recently got a project in #Reinforcement_Learning .If you guys have some resources please dm. I was feeling little ill today. Total study - 2 hr .#Day11 streak continues π₯π₯π₯.#Day3 of #Kriya
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Today I learned about the #SudarshanKriya and experienced the power of meditations apart from that did some #DSA and completed my day with Topic Classification and Diffusion Models. #Day8 streak remains π₯π₯π₯.An important lesson .opposite actions are contrasting in nature.
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Completed exploring BERTopic model for topic classification and updated the bag of words to #embedding model for preserving semantic meaning, .#DDM models are pending.Total study - 4:30 .#Day7 streak continues π₯π₯.I'm looking for cool teammates for #Hackathon, dm if intrested. .
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Starting with the #DiffusinModels and did some meditation in between my study laps and it really helps .Today codeforces was tough . But managed 2 question.Started with llm fine tunning and ended up touching basics of Diffusion .#Day6 streak continues π₯π₯.-total study time 4:30.
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Yeah, Did the #EnergyFlowModel, was amazed how we do this but learning #Contrastive_Divergence and #Langevin_Dynamics was amazing. #Day5 streak continues π₯.Also I get to experiment with #embedding and #LogisticRegression.for text classification and #Roberta_base works excellent
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Why are these #NormalizationFlowModel this complex to code π₯² .Anyways did some hard works using ChatGpt and #Generative_Deep_Learning book. Next is #Energy_based_model .I'll be uploading code for the same on my github soon. Day 4 streak continues π₯π₯
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One day i think i will generate these clouds also. ππ . Btw today learned about #NormalizingFlowModel .#Day3 streaks continues π₯π₯.Ps still looking for that internship π₯²
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#Day2 streak continues π₯π₯ .I coded the #PixelCNN and learned about #AutoRegressiveModel using #TensorFlow
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