Epoch, Batch, Batch Size, & Iterations

The Wrong Batch Size Will Ruin Your Model

Deep Dive: Optimizing LLM inference

Exploring the Latency/Throughput & Cost Space for LLM Inference // Timothée Lacroix // CTO Mistral

Accelerate Big Model Inference: How Does it Work?

Training LLMs at Scale - Deepak Narayanan | Stanford MLSys #83

Fast LLM Serving with vLLM and PagedAttention

Lunch & Learn: Batch Inference!

Batching inputs together (PyTorch)

Scaling Training and Batch Inference- A Deep Dive into AIR's Data Processing Engine

GPU VRAM Calculation for LLM Inference and Training

[LLM 101 Series] EFFICIENTLY SCALING TRANSFORMER INFERENCE

ML-at-Scale '23 - LLM Batch Inference with Determined

How a Transformer works at inference vs training time

Faster and Cheaper Offline Batch Inference with Ray

The KV Cache: Memory Usage in Transformers

Understanding LLM Inference | NVIDIA Experts Deconstruct How AI Works

Parameters vs Tokens: What Makes a Generative AI Model Stronger? 💪

Accelerating LLM Inference with vLLM

Enabling Cost-Efficient LLM Serving with Ray Serve