Transformers
English
arriella
infinidev
documentation
technical-report
model-card
local-llm
not-for-inference
Instructions to use UnaverageTech411/arriella-docs with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use UnaverageTech411/arriella-docs with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("UnaverageTech411/arriella-docs", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Arriella arXiv manuscript set
Directory: docs/arxiv/
Purpose: Publication-ready manuscripts for arXiv → Hugging Face Papers.
Authors: Beelzebub4888, Tcoder · Affiliation: Infinidev Corp
Contact: https://formsubmit.co/el/sumuhu · Hub user: UnaverageTech411
What this is (and is not)
| Correct | Incorrect |
|---|---|
| Submit LaTeX/PDF to arxiv.org | Upload papers as Hugging Face Spaces |
| Index announced IDs on hf.co/papers/ | Fake model repos that only contain markdown |
Keep Spaces for runnable demos only (Learnit, etc.) |
Treat Spaces as a paper host |
Hugging Face Paper Pages are built on arXiv. There is no Hub repo type that replaces arXiv for papers.
Manuscript index
| ID | Title | Categories | Path |
|---|---|---|---|
| 01 | Arriella: A Local Fleet Factory for Role-Scoped Small Language Models | cs.CL, cs.LG | 01-fleet-factory/ |
| 02 | Arriella Grapevine: A Local Omni Multimodal Extension | cs.CV, cs.CL | 02-grapevine/ |
| 03 | Honest Capability Ingestion (Eat System) | cs.LG, cs.CL | 03-eat-system/ |
| 04 | Multimodal Routing for Text-Only Fleet Tiers | cs.CL, cs.CV | 04-multimodal-routing/ |
| 05 | Arriella Fleet Evaluation Report | cs.CL | 05-evaluation/ |
| 06 | Fleet Internal Reasoning Wire Format | cs.CL | 06-reasoning-format/ |
| 07 | Model Interior Projection (MIP) | cs.HC, cs.LG | 07-mip/ |
Each folder: paper.md, abstract.txt, metadata.yaml (add arxiv_id / hf_papers after acceptance).
Sources merged from docs/papers/, docs/guides/, docs/benchmarks/, and docs/archive/2026-07/.
Workflow
Detailed steps: SUBMISSION.md
# 1) Build arXiv source zips
.\.venv\Scripts\python.exe scripts\package_arxiv.py
# 2) Upload each zip at https://arxiv.org/submit (human step)
# 3) After announcement, index on HF Papers
.\.venv\Scripts\python.exe scripts\index_hf_papers.py --arxiv-id YYYY.NNNNN --manuscript 01-fleet-factory
Packaged zips land in docs/arxiv/submission-packages/ (gitignored if large; regenerate anytime).
Stance rules
- Foundations are clay; Arriella products are factory outputs.
- Same-size open instruct competition only — no frontier parity claims.
- Scout under-recovered; Ascension not automatically smarter than Flagship.
- Grapevine is a multimodal extension (no Inkling weights).
- Prefer measured tables over slogans.