Model Comparison
mradermacher/gemma-4-31b-cognitive-unshackled-i1-ggufvsprism-ml/bonsai-8b-gguf
Side-by-side comparison of mradermacher/gemma-4-31b-cognitive-unshackled-i1-gguf and prism-ml/bonsai-8b-gguf: downloads, license, context length, tasks, and benchmarks.
mradermacher/gemma-4-31b-cognitive-unshackled-i1-gguf
mradermacher · —
## About weighted/imatrix quants of https://huggingface.co/aifeifei798/Gemma-4-31B-Cognitive-Unshackled ***For a convenient overview and download list, visit our model page for this model.*** static quants are available at https://huggingface.co/mradermacher/Gemma-4-31B-Cognitiv…
prism-ml/bonsai-8b-gguf
prism-ml · text-generation
End-to-end 1-bit language model for llama.cpp (CUDA, Metal, CPU) > **14.1x** smaller than FP16 | **6.2x** faster on RTX 4090 | **4-5x** lower energy/token
Side-by-side Specifications
| mradermacher/gemma-4-31b-cognitive-unshackled-i1-gguf | prism-ml/bonsai-8b-gguf | |
|---|---|---|
| Author | mradermacher | prism-ml |
| Pipeline Task | — | text-generation |
| Library | transformers | llama.cpp |
| Downloads | 37,797 | 83,309 |
| Likes | 4 | 618 |
| License | Unknown | Unknown |
| Context Length | — | — |
| Created | 2026-04-06 | 2026-03-18 |
| Last Modified | 2026-04-06 | 2026-04-16 |
| Tags |
View full details: mradermacher/gemma-4-31b-cognitive-unshackled-i1-gguf · prism-ml/bonsai-8b-gguf