# HeavensHackDev/HCAE-21M-v1.1-Instruct

Model from Hugging Face for feature extraction: HeavensHackDev/HCAE-21M-v1.1-Instruct · transformers

## Facts

- Type: Embedding
- Task: feature-extraction
- Framework: transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/HeavensHackDev/HCAE-21M-v1.1-Instruct/blob/main/LICENSE)
- Source: https://huggingface.co/HeavensHackDev/HCAE-21M-v1.1-Instruct
- Hosting: hosted (5 files)
- Files: 5 hosted of 12 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: 5 files, 98.2 MB
- Full repo upstream: 196.3 MB
- Recommended file: 97.8 MB (2 files)
- Parameters: 21M
- Download: https://huggingbay.xyz/artifact/hf-model-heavenshackdev-hcae-21m-v1-1-instruct/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-heavenshackdev-hcae-21m-v1-1-instruct/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-heavenshackdev-hcae-21m-v1-1-instruct/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 100
- Stars: 0
- Card completeness: 89%

## Description

External Hugging Face catalog record for HeavensHackDev/HCAE-21M-v1.1-Instruct. Task: feature extraction. Library: transformers. Popularity signal at import: 100 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: feature-extraction
- Library: transformers
- Task categories: feature-extraction
- File hints: 12 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- LICENSE (11 KB)
- README.md (3.4 KB)
- config.json (426 B)
- configuration_hcae.py (793 B)
- model.onnx (380 KB) LFS
- model.onnx.data (93 MB) LFS
- model.safetensors (93 MB) LFS
- modeling_hcae.py (4.7 KB)
- tokenizer.json (695 KB)
- tokenizer_config.json (336 B)
- vocab.txt (226 KB)

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-24T01:20:31.121Z.
- Open license detected as apache-2.0.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-heavenshackdev-hcae-21m-v1-1-instruct
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-heavenshackdev-hcae-21m-v1-1-instruct/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-heavenshackdev-hcae-21m-v1-1-instruct/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-heavenshackdev-hcae-21m-v1-1-instruct/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-heavenshackdev-hcae-21m-v1-1-instruct
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-heavenshackdev-hcae-21m-v1-1-instruct/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-heavenshackdev-hcae-21m-v1-1-instruct&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-heavenshackdev-hcae-21m-v1-1-instruct/decentralized-fallbacks