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I design, build, and operate machine learning systems that serve customers at scale. Currently, I'm an LLMs Consultant helping companies/labs/startups to seamlessly integrate LLMs into their infrastructure. My goal is to enhance customer engagement and maximize profitability through the strategic integration of machine learning solutions. Outside of work, I also...

• 📝 Write about generative ai, machine learning systems, and engineering.
• 📌 Curate papers, guides, and company blogs on how to apply machine learning.
• 🪩 Discuss and Share about conferences, webinars on machine learning in industry.
• 📬 Send a newsletter about generative AI, machine learning, and what I'm learning.
• 🤖 Try to build an ML community on discord to share about research updates, medium blogs, conferences, webinars, and AI literature.
• 🌱 In 2024 I'm learning LLM pretraining, finetuning, rlhf, and agentic workflows.

• Coding Deepseek-V2 from Scratch in PyTorch - Thur, 20 Jul 2024
• MHA vs MQA vs GQA vs MLA - Thur, 13 Jul 2024
• Linear Rope vs NTK vs YaRN vs CoPE - Thur, 13 Jul 2024

• Coding Deepseek-V2 from Scratch in PyTorch - Thur, 20 Jul 2024
• MHA vs MQA vs GQA vs MLA - Thur, 13 Jul 2024
• Linear Rope vs NTK vs YaRN vs CoPE - Thur, 13 Jul 2024
• Llama-Bitnet | Training a 1.58 bit LLM - Thur, 4 Apr 2024
• ORPO Outperforms SFT+DPO | Train Phi-2 with ORPO - Thur, 22 Mar 2024
• Multi-GPU Training of 70B LLM with Deepspeed and FSDP+Qlora - Thur, 14 Mar 2024
• Complete Roadmap For Learning Diffusion Models (Prereqs, DDPM, Stable Diffusion, Dreambooth, and More!) - Tue, 26 Sep 2023

View the archives (42 posts) @ zain.com.