| Model | Size/Class | Format | Hosted Provider | Best Local Path | Notes |
|---|---|---|---|---|---|
| Huihui Gemma 4 E2B Abliterated v2 | E2B | GGUF | No | Ollama / llama.cpp | Gemma 4 MoE with ~2B active params. Multimodal (image+text in, text out). Abliterated for reduced refusal. Lightweight enough to run fast, but MoE active-param sizing means quality punches above its weight class. |
| Huihui Gemma 4 E4B Abliterated | E4B | GGUF | No | Ollama / llama.cpp | Same Gemma 4 MoE family as E2B but with ~4B active params. Multimodal. Better quality ceiling than E2B at the cost of more compute per token. |
| SultrySilicon V2 | 7B | GGUF | No | Ollama / llama.cpp | Roleplay-focused 7B model. Smallest in the set. Good for quick creative/RP sanity checks, not for reasoning or instruction-fol |
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| ## Setup | |
| MacBookPro, M1 Pro w/ 32GB RAM, Sequoia 15.0.1 | |
| Ruby 3.3.5 | |
| Sidekiq 7.3.5 | |
| Solid Queue 1.0.2 | |
| Rails 8.0.0 | |
| ## Results |