This repository contains quantized versions of BramVanroy/fietje-2-instruct.
Available quantization types and expected performance differences compared to base f16, higher perplexity=worse (from llama.cpp):
Q3_K_M : 3.07G, +0.2496 ppl @ LLaMA-v1-7B
Q4_K_M : 3.80G, +0.0532 ppl @ LLaMA-v1-7B
Q5_K_M : 4.45G, +0.0122 ppl @ LLaMA-v1-7B
Q6_K : 5.15G, +0.0008 ppl @ LLaMA-v1-7B
Q8_0 : 6.70G, +0.0004 ppl @ LLaMA-v1-7B
F16 : 13.00G @ 7B
Also available on ollama.
Quants were made with release b2777 of llama.cpp.