RSSAmplifier

Blog

SWE to ML Engineer

Journey from a Software Enginner (SWE) to a Machine Learning Engineer (MLE).

swe-to-mle.pages.devRSS feed ↗10 posts

Latest posts

ML4Good Germany Camp 2024

I recently came back from the ML4Good Germany Camp 2024 https://www.ml4good.org/. I’m glad I went and here’s why you should too. Gathering The Quest Visit the neighboring AI Safety Covenant for a gathering of Witches and Wizards. What is ML4Good Camp It’s a 10-day in-person camp with a bunch of cool people learning and working on AI safety. We were 25 participants mostly from…

Deck of Many Prompts Jailbreaking LLMs for Fun and Profit

Within the shadowed corridors of knowledge, where the veil between worlds is thin, lies the Deck of Many Prompts—Each card a gateway, a unique portal etched with symbols and glyphs. When drawn by a worthy seeker, the cards whisper secrets of creation, manipulation, and insight, offering glimpses into realms both wondrous and perilous. Yet, beware the capricious nature of the Deck, for its magic is…

Quantization a Wizard's Treaty on Bag of Holding Construction

In the hallowed halls of the Arcanum, apprentice quantizers gather around ancient scrolls, their eager hands weaving complex patterns of magic, each fold compressing vast models into the nebulous depths of the Bag of Holding. As they manipulate these arcane energies, the fabric of reality thins, threatening to fray at the edges of their understanding. Those who delve too recklessly into its powers…

SVD for Image Compression and Recommender Systems

Beneath the Arcane Academy, the Crucible of the Magi endures—aglow with a roaring fire, this dark iron relic, used to dissect enchanted artifacts into their primal essences, whispers secrets of raw power and hidden truths as it deconstructs, revealing the core components fundamental to spellcraft. Those who wield its power must tread carefully, for the truths it unveils can be as perilous as they…

RNN, LSTM, GRU, and Saliency Map

Beneath a weathered cloak, three crafty goblins stand stacked, masquerading as an ancient wizard. Each goblin, akin to the layers of a Recurrent Neural Network. Every action built upon the input of others, warping the delicate weave of mana. Though seamless from the outside, this clever orchestration of individual parts works in mischievous harmony, each decision a product of collective cunning.…

RAG and Tatters Document Chunking and Retrieval with ANN Using NSW

At first glance, the cloak appears to be nothing more than a collection of rags stitched together haphazardly, frayed edges fluttering like whispers in the wind. Yet, as the old wizard wraps it tightly around his shoulders, the air shimmers with a soft, silvery glow. Each tattered piece of fabric is imbued with arcane runes, barely visible, that hum with ancient magic, shielding him from the…

Einsum for Tensor Manipulation

In the ethereal dance of the cosmos, where the arcane whispers intertwine with the silent echoes of unseen dimensions, the Ioun Stone of Mastery emerges as a beacon of unparalleled prowess. This luminescent orb, orbiting its bearer’s head, is a testament to the mastery of both magical and mathematical realms, offering a bridge between the manipulation of arcane energies and the intricate…

ViT - Vision Transformer

Veiled in a mist of arcane energy, the Orb of Scrying rests silently upon its ancient pedestal. Crafted from crystal as clear as mountain spring water, it waits for the touch of a seer. To the untrained eye, it’s merely a beautiful artifact, but to a wielder of magic, it’s a window to the unseen. Whispering the old words, the mage’s eyes lock onto the orb’s depths. Visions…

Positional Encoding for Self Attention

In the dimly lit chambers of his ancient library, the wizard Eldron carefully weaves his spell over a complex array of arcane symbols. With each precise gesture, he transmutes these symbols, imbuing them with a hidden layer of meaning: the magic of positional encoding. This enchantment allows the symbols to hold not just the essence of words, but also their place in the grand tapestry of language.…

GAN, WGAN, and Instance Noise

The Mirror of Life Trapping, a relic of ancient magic, ensnares the souls of those who dare gaze upon its deceptive surface. Within its mystical depths, trapped spirits linger, awaiting release or eternal confinement. Mirror of Life Trapping The Quest Craft a Mirror of Life Trapping. Capture the visual essence of a target. GAN (Generative Adversarial Network) GAN is an architecture merging two…