Видео с ютуба Llm Efficiency

Большинство разработчиков не понимают, как работают токены LLM.

1-Bit LLM: The Most Efficient LLM Possible?

Faster LLMs: Accelerate Inference with Speculative Decoding

JSON vs TOON: The 60% Token Efficiency Secret for LLM Costs (Architecture Deep Dive)

What are Large Language Model (LLM) Benchmarks?

LLM Compression Explained: Build Faster, Efficient AI Models

What is Prompt Caching? Optimize LLM Latency with AI Transformers

Optimize Your AI - Quantization Explained

How DeepSeek Rewrote the Transformer [MLA]

Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 8 - LLM Evaluation

Context Rot: How Increasing Input Tokens Impacts LLM Performance

Llama.cpp vs vLLM: Which Local LLM Engine Actually Scales?

Освоение оптимизации вывода LLM: от теории до экономически эффективного внедрения: Марк Мойу

How to Systematically Setup LLM Evals (Metrics, Unit Tests, LLM-as-a-Judge)

AI can't cross this line and we don't know why.

A Survey of Techniques for Maximizing LLM Performance

How I use LLMs

Muon: More Efficient LLM Pretraining

LLM против vLLM: объяснение эффективности и масштабируемости.

LLM (Parameter Efficient) Fine Tuning - Explained!