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| Phase | Platform | Steps | Method | Status |
|---|---|---|---|---|
| Phase 1 | HuggingFace Spaces (L40S 48GB) | ~4,000 | QLoRA 4-bit nf4, r=128, α=256 | ✅ Completed |
| Phase 2 | RunPod A40 (48GB VRAM) | ~20,000 | QLoRA 4-bit nf4, r=128, α=256 | ✅ Completed |
| TIES Merge | VPS (12 cores, 47GB RAM) | — | Sign-resolve + magnitude delta combine | ✅ Completed |
| GGUF Q4_K_M | VPS (llama.cpp) | — | 4.87 BPW | ✅ Completed |
| Deploy + HF Upload | VPS + HuggingFace | — | llama-server :5401 + this repo | ✅ Live |
| File | Purpose |
|---|---|
cuttymoa-1.0-pro-Q4_K_M.gguf | Pro model (24K TIES-merged) — recommended |
cuttymoa-1.0-Q4_K_M.gguf | Original 4K Phase-1 model (legacy) |
cuttymoa_pro model id)1@misc{cuttymoa2026,
2 title={CuttyMOA-1.0: Self-Trained 14B Model with TIES Multi-Adapter Merge},
3 author={Sayeed},
4 year={2026},
5 url={https://huggingface.co/sayeed105236/CuttyMOA-1.0}
6}