# fhenrivx/Kikbert

Model from Hugging Face for llm: fhenrivx/Kikbert · unknown

## Facts

- Type: LLM
- Task: general
- Framework: unknown
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/fhenrivx/Kikbert
- Hosting: hosted (6 files)
- Files: 6 hosted of 8 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: 6 files, 1.13 GB
- Full repo upstream: 1.13 GB
- Recommended file: 1.11 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-fhenrivx-kikbert/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-fhenrivx-kikbert/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-fhenrivx-kikbert/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: 26
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for fhenrivx/Kikbert. Library: unknown. Languages: -pt. Datasets referenced by card metadata: kikongo_corpus. Includes 2 model-card evaluation signals. Popularity signal at import: 5 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: general
- Library: unknown
- Task categories: general
- Languages: -pt
- Referenced datasets: kikongo_corpus
- Metrics: accuracy, perplexity
- Model-index entries: KiKBERT
- Evaluation signals: 2 model-card eval results
- File hints: 8 upstream file samples

## Evaluation Signals

- Kikongo Corpus: Accuracy = 0.95 (Masked Language Modeling)
- Kikongo Corpus: Perplexity = 12.5 (Masked Language Modeling)

## Referenced Data

- Dataset: kikongo_corpus

## File Hints

- .gitattributes (1.5 KB)
- README.md (4.0 KB)
- config.json (1.1 KB)
- corpus_kikongo.txt (1.4 MB)
- kikbert.py (299 B)
- model.safetensors (1.0 GB) LFS
- tokenizer.json (16 MB) LFS
- tokenizer_config.json (1.2 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 2026-09-04T15:52:49.119Z.
- Open license detected as apache-2.0.
- Model-index metadata found for KiKBERT.
- Model card references dataset context: kikongo_corpus.
- 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-fhenrivx-kikbert
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-fhenrivx-kikbert/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-fhenrivx-kikbert/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-fhenrivx-kikbert/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-fhenrivx-kikbert
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-fhenrivx-kikbert/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-fhenrivx-kikbert&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-fhenrivx-kikbert/decentralized-fallbacks