Author | Lightnews

Mohit @mohitmayank.com · 13h

🔥 Kimo K2 Thinking > GPT-5 or Sonnet 4.5

Mohit @mohitmayank.com · 21h

How: Powered by GPT-4o, it extracts story details and suggests edits as you interact with visuals. Built with TypeScript, React, and Vite, it runs locally using your OpenAI API key securely.

Code:
github.com/m-damien/Vi...
Paper:
arxiv.org/pdf/2410.07486

GitHub - m-damien/VisualStoryWriting: 🧙‍♂️ Writing by manipulating visual representations of stories

🧙‍♂️ Writing by manipulating visual representations of stories - m-damien/VisualStoryWriting

github.com

Mohit @mohitmayank.com · 21h

🧙‍♂️ Imagine rewriting your story just by moving characters and events visually!

Why: Visual Story-Writing aims to make story crafting intuitive and dynamic by bridging visual interaction with AI-driven text generation.

1

Mohit @mohitmayank.com · 23h

Read: andrewkchan.dev/posts/yalm....

4/4

Mohit @mohitmayank.com · 23h

- Optimization steps: OpenMP threading, CUDA matrix multiplication, kernel fusion, memory tricks, and loop unrolling for maximum speed.
- Benchmark: Achieves 63 tok/s on a RTX 4090, surpassing projects like llama.cpp.

3/4

1

Mohit @mohitmayank.com · 23h

Andrew covers:

- Building LLM inference architecture: attention, feedforward, custom transformer blocks, and KV cache use.
- Hardware bottlenecks, focusing on memory bandwidth and the benefits of quantization.

2/4

1

Mohit @mohitmayank.com · 23h

Building a Lightning-Fast LLM from Scratch? Here’s How It’s Really Done!

If you want to deeply understand the difference between “just running a model” and “squeezing every ounce of performance with your bare hands,” Andrew Chan’s deep-dive blog is your blueprint.

1/4

1

Mohit @mohitmayank.com · 1d

Maya Research, founded by two 23-year-old Indians, open-sourced Maya1 TTS model that is #20 on the global leaderboard! It was created by finetuned LLaMa model + SNAC audio codec. In case you want to know what SNAC is, here is an article mohitmayank.com/a_lazy_data...

Mohit @mohitmayank.com · 1d

WindSurf's Codemaps release shows that VibeCoding SaaS recognizes users often struggle due to a lack of understanding of their own codebase. "It's not us, it's you" 🫵

Mohit @mohitmayank.com · 2d

Did you get your free ChatGPT subscriptions? 🇮🇳

here is how to get it - Go to chatgpt.com/ > Click on "Try Go" button > Click on "Upgrade to Go" > Add Card (you will not be charged) > Click "Purchase". Done!

Mohit @mohitmayank.com · 2d

More such tricks and tips here: mohitmayank.com/a_lazy_data...
Complete book: mohitmayank.com/a_lazy_data...

Mohit @mohitmayank.com · 2d

Trainable vs. Frozen Parameters 👀

1

Mohit @mohitmayank.com · 3d

More such tricks and tips here: mohitmayank.com/a_lazy_data...
Complete book: mohitmayank.com/a_lazy_data...

Mohit @mohitmayank.com · 3d

I’m surprised how many people STILL don’t know that with LoRA, you don’t have to fine-tune the entire embedding matrix - just the new tokens!

1

Mohit @mohitmayank.com · 3d

#2 Course: www.deeplearning.ai/courses/age...

Agentic AI with Andrew Ng - DeepLearning.AI

In this course taught by Andrew Ng, you'll build agentic AI systems that take action through iterative, multi-step workflows.

www.deeplearning.ai

Mohit @mohitmayank.com · 3d

#1 Did you know you can learn the basics of Agentic AI for free on DeepLearning.AI!?

1

Mohit @mohitmayank.com · 3d

Should you train your own model or not?

Mohit @mohitmayank.com · 5d

huggingface.co/spaces/Hugg...

The Smol Training Playbook: The Secrets to Building World-Class LLMs - a Hugging Face Space by HuggingFaceTB

huggingface.co

Mohit @mohitmayank.com · 5d

ditch the netflix binge this weekend and dive into this instead

1

Mohit @mohitmayank.com · 5d

VizTracer: github.com/gaogaotiant...

GitHub - gaogaotiantian/viztracer: A debugging and profiling tool that can trace and visualize python code execution

A debugging and profiling tool that can trace and visualize python code execution - gaogaotiantian/viztracer

github.com

Mohit @mohitmayank.com · 5d

I'm surprised how many people don't use Python profilers when it is so easy

1 1

Mohit @mohitmayank.com · 6d

Just use FP16 and be happy.

Mohit @mohitmayank.com · 6d

When you cancel your @netflix subscription, they show a banner on mobile app, where you can’t click on “No, thanks” 🤦

Mohit @mohitmayank.com · 6d

Each method weighs components differently—characters, tokens, sequences, or meanings. Choosing the best algorithm requires testing them against your dataset and requirements.

Read more here:
mohitmayank.com/a_lazy_data...

Mohit @mohitmayank.com · 6d

🔍 Exploring the diverse world of text similarity algorithms reveals there’s no one-size-fits-all solution; it all depends on your specific use case.

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