Media Summary: We ran a giant AI model, the Deepseek-R1 671B FP16 model, on an AMD EPYC 9965 server to see if the Unlock the power of large language models on your In this video, we walk through how to quantize and serve a fine-tuned large language model using GGUF and llama.cpp, enabling ...

Smoothquant Run Llm On Cpu - Detailed Analysis & Overview

We ran a giant AI model, the Deepseek-R1 671B FP16 model, on an AMD EPYC 9965 server to see if the Unlock the power of large language models on your In this video, we walk through how to quantize and serve a fine-tuned large language model using GGUF and llama.cpp, enabling ... Large language models (LLMs) show excellent performance but are compute- and memory-intensive. Quantization can reduce ... You don't need expensive GPUs or cloud subscriptions to build your own AI anymore. In this video, I explain the most practical ... How much does RAM speed really affect local

This is how AMD's Ryzen AI Max+ 395 should be done - a whisper-quiet 128GB powerhouse that's built for local AI, with the ... The napkin math said my model would fit. My GPU had 6.5GB free and the model needed about that. Then I measured what ... Here's the one change that took mine from ~120 tok/s to 1200+ without a new GPU. TryHackMe just launched Cyber Security 101 ... A quick, clear comparison of the best small AI language models for easy local

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SmoothQuant : run LLM on CPU
Running Deepseek-R1 671B without a GPU
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GGUF Quantization Tutorial: Run Fine-Tuned LLMs on CPU with llama.cpp
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Run LLMs on AMD Ryzen™ AI NPU in Linux (Ubuntu🦝 + Lemonade🍋 + FastFlowLM)
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Your local LLM is 10x slower than it should be
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SmoothQuant : run LLM on CPU

SmoothQuant : run LLM on CPU

SmoothQuant : run LLM on CPU

Running Deepseek-R1 671B without a GPU

Running Deepseek-R1 671B without a GPU

We ran a giant AI model, the Deepseek-R1 671B FP16 model, on an AMD EPYC 9965 server to see if the

Run LLMs on Your CPU’s NPU (NO GPU Needed) – Full Setup Guide

Run LLMs on Your CPU’s NPU (NO GPU Needed) – Full Setup Guide

This video walks through how to

RUN LLMs on CPU x4 the speed (No GPU Needed)

RUN LLMs on CPU x4 the speed (No GPU Needed)

Unlock the power of large language models on your

GGUF Quantization Tutorial: Run Fine-Tuned LLMs on CPU with llama.cpp

GGUF Quantization Tutorial: Run Fine-Tuned LLMs on CPU with llama.cpp

In this video, we walk through how to quantize and serve a fine-tuned large language model using GGUF and llama.cpp, enabling ...

SmoothQuant

SmoothQuant

Large language models (LLMs) show excellent performance but are compute- and memory-intensive. Quantization can reduce ...

Run LLMs on AMD Ryzen™ AI NPU in Linux (Ubuntu🦝 + Lemonade🍋 + FastFlowLM)

Run LLMs on AMD Ryzen™ AI NPU in Linux (Ubuntu🦝 + Lemonade🍋 + FastFlowLM)

In this video, we show how to

Build a Tiny CPU-Optimized LLM 🚀 No GPU Needed! (SLM Guide for 2026) | Small Language Model (SLM)

Build a Tiny CPU-Optimized LLM 🚀 No GPU Needed! (SLM Guide for 2026) | Small Language Model (SLM)

You don't need expensive GPUs or cloud subscriptions to build your own AI anymore. In this video, I explain the most practical ...

Ram Speed and Local LLMs On CPU

Ram Speed and Local LLMs On CPU

How much does RAM speed really affect local

Near silent LLM Monster... NVIDIA, take notes

Near silent LLM Monster... NVIDIA, take notes

This is how AMD's Ryzen AI Max+ 395 should be done - a whisper-quiet 128GB powerhouse that's built for local AI, with the ...

My LLM Offloaded to CPU With Free VRAM to Spare — Gemma Series Part 7

My LLM Offloaded to CPU With Free VRAM to Spare — Gemma Series Part 7

The napkin math said my model would fit. My GPU had 6.5GB free and the model needed about that. Then I measured what ...

Your local LLM is 10x slower than it should be

Your local LLM is 10x slower than it should be

Here's the one change that took mine from ~120 tok/s to 1200+ without a new GPU. TryHackMe just launched Cyber Security 101 ...

Comparison of Small LLMs You Can Run Locally on CPU (2025)

Comparison of Small LLMs You Can Run Locally on CPU (2025)

A quick, clear comparison of the best small AI language models for easy local