Lucasgitguy-co model and paper catalog
Updated 7 November 2026. This catalog covers 23 model repositories and distinguishes model families, deployment formats and evidence levels. The reports summarize recorded evidence; they are not peer-reviewed papers or independent reruns.
Historical portfolio overview (5 November) | Overview PDF
The overview covered 18 models and described Forma3D Tiny 2 as proposed. The current individual reports supersede that historical status and cover the five later releases as well.
3D models
| Model | Evidence | Paper | Download |
|---|---|---|---|
| forma3d-tiny | Recorded held-out proxy evaluation | Read | |
| forma3d-tiny-2 | Recorded held-out proxy evaluation | Read | |
| forma3d-tiny-3 | Recorded held-out proxy evaluation | Read | |
| image3d-student | Synthetic prototype verification | Read |
Image generation
| Model | Evidence | Paper | Download |
|---|---|---|---|
| Lucas-Image-2.1-Turbo-Q2K-SakuraEncoder | Recorded smoke test | Read |
LFM vision-language
| Model | Evidence | Paper | Download |
|---|---|---|---|
| lfm3-vl-2b-heretic | Artifact documentation | Read | |
| lfm3-vl-2b-heretic-gguf | Recorded smoke test | Read | |
| lfm3-vl-2b-heretic-mlx-4bit | Artifact documentation | Read |
Mermaid models
| Model | Evidence | Paper | Download |
|---|---|---|---|
| minicpm-mermaid-gguf | Artifact documentation | Read | |
| minicpm-mermaid-heretic | Artifact documentation | Read | |
| minicpm-mermaid-heretic-gguf | Artifact documentation | Read | |
| minicpm-mermaid-heretic-trial65 | Artifact documentation | Read | |
| minicpm-mermaid-heretic-trial65-gguf | Artifact documentation | Read | |
| minicpm-v-4-7-1b-mermaid-adapter | Artifact documentation | Read | |
| minimind-mermaid-run2 | Artifact documentation | Read | |
| Qwen3.5-2B-Mermaid-MLX-LoRA | Recorded validation evaluation | Read |
MiniMind vision adapters
| Model | Evidence | Paper | Download |
|---|---|---|---|
| minimind-3v-moe-adapter | Artifact documentation | Read |
OCR and document extraction
| Model | Evidence | Paper | Download |
|---|---|---|---|
| Xiaomi-OCR-0-CORD-MLX-LoRA | Recorded held-out receipt evaluation | Read |
Speech recognition
Spot Snake models
| Model | Evidence | Paper | Download |
|---|---|---|---|
| spot-snake-d1-2B-v0.1 | Recorded held-out teacher agreement | Read | |
| spot-snake-d1-3B-v0.1 | Recorded held-out teacher agreement | Read | |
| spot-snake-laya-multilingual-v0.1 | Recorded held-out teacher agreement | Read | |
| spot-snake-minimind-jev-v0.1 | Recorded held-out teacher agreement | Read |