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
File size: 2,662 Bytes
61cf0ce | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 | # 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](https://huggingface.co/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/<id>** | 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/`](01-fleet-factory/) |
| 02 | Arriella Grapevine: A Local Omni Multimodal Extension | cs.CV, cs.CL | [`02-grapevine/`](02-grapevine/) |
| 03 | Honest Capability Ingestion (Eat System) | cs.LG, cs.CL | [`03-eat-system/`](03-eat-system/) |
| 04 | Multimodal Routing for Text-Only Fleet Tiers | cs.CL, cs.CV | [`04-multimodal-routing/`](04-multimodal-routing/) |
| 05 | Arriella Fleet Evaluation Report | cs.CL | [`05-evaluation/`](05-evaluation/) |
| 06 | Fleet Internal Reasoning Wire Format | cs.CL | [`06-reasoning-format/`](06-reasoning-format/) |
| 07 | Model Interior Projection (MIP) | cs.HC, cs.LG | [`07-mip/`](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`](SUBMISSION.md)
```powershell
# 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.
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