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The Homelab Postmortem

Oct 9

llama-server's prompt cache reuses KV computed under a different LoRA scale

#llamacpp #llm #selfhosted #lora

6 min read

The Homelab Postmortem

Oct 3

vLLM ignores LoRA rank_pattern and alpha_pattern and serves the adapter at the wrong scale

#llm #vllm #lora #selfhosted

5 min read

Phil IPS

Oct 12

Fine-Tuning LLMs with LoRA & QLoRA: Complete Production Guide

#finetuning #lora #qlora #tutorial

8 min read

Phil IPS

Oct 12

Fine-Tuning LLMs on Consumer Hardware: LoRA Guide 2024

#llm #finetuning #lora #tutorial

4 min read

Solve Computer Science

Aug 12

restmesh: a simple Meshtastic REST API

#fastapi #lora #meshtastic #rest

2 min read

PRANJUL RATHOUR

Sep 6

LoRA vs QLoRA vs full fine-tuning: cost, quality and when each makes sense

#finetuning #lora #qlora #llm

3 min read

Aug 19

LighthouseReckoning: A Lightweight LoRa Mesh Network for Arduino, ESP32 and RP2040

#lora #arduino #esp32 #embedded

6 min read

Jul 22

LLM Finetunings, how and why

#llm #unsloath #lora #finetuning

9 min read

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