Run Llama 3.3 70B Q40 on $1516 GPU 3.3 tok/s by b4rtazz

The cost of a single GPU card is $379, so the total cost for all GPUs is ~$1516. To fit within GPU memory, the first layer is not loaded on the root node; instead, it’s loaded into RAM. For this, I used a new argument: –gpu-segments. 4 x RTX 3060 12 GB Llama 3.3 70B

ByHackTechApril 26, 20250Comments

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Unmodified Llama 4 Maverick ranks below rivals after Meta cheating allegations by bundie

When you purchase through links on our site, we may earn an affiliate commission. Here’s how it works. David Uzondu Neowin · Apr 12, 2025 06:32 EDT Recently, Meta released Llama 4, a new family of large language models consisting of Scout, Maverick, and Behemoth. From the benchmark results, Llama 4 Maverick (Llama-4-Maverick-03-26-Experimental) came 2nd

ByHackTechApril 12, 20250Comments

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Show HN: Llama Running on a Microcontroller by maxbbraun

A “large” language model running on a microcontroller. Background I was wondering if it’s possible to fit a non-trivial language model on a microcontroller. Turns out the answer is some version of yes! This project is using the Coral Dev Board Micro with its FreeRTOS toolchain. The board has a number of neat hardware features

ByHackTechNovember 15, 20230Comments

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Scaling LLama2-70B with Multi Nvidia/AMD GPU by junrushao1994

Oct 19, 2023 • MLC Community TL;DR Background MLC-Powered Multi-GPU Inference Settings Performance Scalability Universal deployment: Support for Multi-AMD-GPU Using MLC LLM Docker Python API Discussion and Future works TL;DR Machine Learning Compilation (MLC) makes it possible to compile and deploy large-scale language models running on multi-GPU systems with support for NVIDIA and AMD GPUs

ByHackTechOctober 20, 20231Comment

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The Llama Song [video] by krishadi

Your browser is no longer supported. Update it to get the best YouTube experience and our latest features. Learn moreRemind me l

ByHackTechSeptember 24, 20230Comments

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How to Prompt Code Llama by behnamoh

Two weeks ago the Code Llama model was released by Meta with three variations: Instruct Code completion Python This guide walks through the different ways to structure prompts for Code Llama for its different variations and features. Examples below use the 7 billion parameter model with 4-bit quantization, but 13 billion and 34 billion parameter

ByHackTechSeptember 20, 20230Comments

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Llama 2 is so censored it refuses to write a website about llamas by behnamoh

Something went wrong, but don’t fret — let’s g

ByHackTechSeptember 8, 20230Comments

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Local Llama-2 Playground: Run LLMs in the Browser by rckrd

ModelStop SequencesCustom System Prompt

ByHackTechAugust 31, 20230Comments

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GCP to Add AI Models from Meta (Llama2), Anthropic (Cladue2) by archo

We’ve detected unusual activity from your

ByHackTechAugust 29, 20231Comment

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Fine-Tuning Llama-2: A Comprehensive Case Study for Tailoring Custom Models by robertnishihara

In this blog, we provide a thorough analysis and a practical guide for fine-tuning. We examine the Llama-2 models under three real-world use cases, and show that fine-tuning yields significant accuracy improvements across the board (in some niche cases, better than GPT-4). Experiments were carried out with this script.Large open language models have made significant

ByHackTechAugust 11, 20230Comments

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