MODEL COMPARISON
Llama-3.1-8B-Instruct vs Ternary-Bonsai-2-27B-gguf
Llama-3.1-8B-Instruct needs less memory: about 8 GB versus about 11 GB for Ternary-Bonsai-2-27B-gguf, a difference of 3 GB. Llama-3.1-8B-Instruct has one runtime in release (Ollama). Ternary-Bonsai-2-27B-gguf has no runtime listed as in release.
SIDE BY SIDE
| Compare | Llama-3.1-8B-Instruct | Ternary-Bonsai-2-27B-gguf |
|---|---|---|
| Memory needed | about 8 GB · Up to 8 GB (laptop) | about 11 GB · Up to 16 GB |
| Recommended quant | Q4_K_M · 4.9 GB | PQ2_0 · 7.2 GB |
| llama.cpp support | Architecture listedChecked 26 Oct 2026 | UnknownChecked 27 Oct 2026 |
| Ollama support | ReleasedChecked 26 Oct 2026 | UnknownVersion v0.40.11 · Checked 26 Oct 2026 |
| LM Studio support | Upload availableChecked 26 Oct 2026 | UnknownChecked 27 Oct 2026 |
| MLX / mlx-lm support | Upload availableChecked 26 Oct 2026 | UnknownChecked 27 Oct 2026 |
| vLLM support | Architecture listedChecked 26 Oct 2026 | UnknownChecked 27 Oct 2026 |
| Released | Jul 18, 2024 | Sep 16, 2026 |
| License | Not recorded in this snapshot — see the model card ↗ | Not recorded in this snapshot — see the model card ↗ |
| Publisher | meta-llama | prism-ml |
| Downloads | 4.8M | 2.2M |
| Model page | Open Llama-3.1-8B-Instruct ↗ | Open Ternary-Bonsai-2-27B-gguf ↗ |
| Fits these setups |
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Memory needed is the same estimate shown on each model page: the recommended observed file plus 20% headroom and a 1.5 GB runtime allowance. See which setups fit →
These are estimates from observed file sizes, not benchmarks. They don’t account for long contexts or the KV cache, and fitting does not establish runtime compatibility or speed.