Nestmodels for Linnet
Models / qwen3-8b

Qwen3 8B

An 8B-parameter Qwen3 decoder with grouped-query attention, per-head RMS normalization of the query and key projections, unbiased projections, and an untied output head.

8.2B parametersqwen3Apache-2.0text-generationdecoder-onlygrouped-query-attentionqk-norm
Hugging FaceGitHubarXiv Registry entry

Greedy decoding of one chat prompt, through Linnet and through transformers (KV cache, argmax, bf16).

Prompt

Explain in two sentences why the sky is blue.

Linnet

<think> Okay, the user wants to know why the sky is blue in two sentences. Let me start by recalling the basic explanation. The sky appears blue because of Rayleigh scattering. Sunlight, which is white, is made up of different colors, each with different wavelengths. When sunlight enters Earth's atmosphere, the shorter wavelengths (like blue and violet) scatter more than the longer ones (like red and yellow). Wait, but why blue and not violet? Oh right

transformers (KV cache, argmax, bf16)

<think> Okay, the user wants to know why the sky is blue in two sentences. Let me start by recalling the basic explanation. The sky appears blue because of Rayleigh scattering. Sunlight, which is white, is made up of different colors, each with different wavelengths. When sunlight enters Earth's atmosphere, the shorter wavelengths (like blue and violet) scatter more than the longer ones (like red and yellow). Wait, but why blue and not violet? Oh right

All 96 generated tokens agree with the reference.