Deep, research-driven explainers for AI engineers.
| Platform |  | Pricing | Freemium | Publishes | Twice weekly |
|---|---|---|---|---|---|
| Issues | 236 | Founded | 3 years ago | Last Issue | 14 days ago |
| Active | |||||
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Jev, Simply Explained
Jev is a new AI model introduced by TypeSafe AI. This is an AI lab co-founded by Diogo Almeida, one of the co-authors of OpenAI's InstructGPT paper, which applied RLHF to language models. (RLHF is an algorithm used to align LLMs to be helpf...
10 LLM Inference Metrics Every AI Engineer Must Know
TTFT, TPOT, ITL, Goodput, MBU, MFU, and more.
A little background before we start. LLM inference occurs in two phases:
PPO vs GRPO, Simply Explained
LLM training is commonly done in three stages, and each stage helps the model to become more useful. These stages are as follows:
- Pretraining: Teaches an LLM the basics of language and gives it foundational knowledge of the world....
On-Policy Distillation, Simply Explained
On-policy distillation (OPD) is a post-training method in which a student LLM generates its own responses, and a stronger teacher scores them token-by-token, with the student trained to minimize the reverse KL divergence between the two mod...
How to Read GPU Specs
A simple and jargon-free guide to reading GPU specs for LLM training and inference.
GPU specification sheets are packed with jargon and confusing metrics. This guide simplifies them and helps you learn how to pick the best GPUs for your LL...
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