# DavidAU/LFM2-12B-A1B-SpeedDemon-High-Intelligence-Series-B

Model from Hugging Face for text generation: DavidAU/LFM2-12B-A1B-SpeedDemon-High-Intelligence-Series-B · transformers

## Facts

- Type: LLM
- Task: text-generation
- Framework: transformers
- 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/DavidAU/LFM2-12B-A1B-SpeedDemon-High-Intelligence-Series-B
- Hosting: hosted (38 files)
- Files: 38 hosted of 41 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: 38 files, 22.6 GB
- Full repo upstream: 22.6 GB
- Recommended file: 22.6 GB (33 files)
- Parameters: 12B (1B active)
- Download: https://huggingbay.xyz/artifact/hf-model-davidau-lfm2-12b-a1b-speeddemon-high-intelligence-series-b/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-davidau-lfm2-12b-a1b-speeddemon-high-intelligence-series-b/download-plan)
- Per-file SHA-256: available for 38 of 38 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-davidau-lfm2-12b-a1b-speeddemon-high-intelligence-series-b/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: 5
- Card completeness: 92%

## Description

External Hugging Face catalog record for DavidAU/LFM2-12B-A1B-SpeedDemon-High-Intelligence-Series-B. Task: text generation. Library: transformers. Languages: en. Popularity signal at import: 100 downloads and 5 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: transformers
- Task categories: text-generation
- Languages: en
- File hints: 16 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- README.md (13 KB)
- chat_template.jinja (1.3 KB)
- config.json (1.5 KB)
- jump.gif (1.6 MB) LFS
- model-00001.safetensors (256 MB) LFS
- model-00002.safetensors (116 MB) LFS
- model-00003.safetensors (116 MB) LFS
- model-00004.safetensors (692 MB) LFS
- model-00005.safetensors (704 MB) LFS
- model-00006.safetensors (704 MB) LFS
- model-00007.safetensors (704 MB) LFS

## 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 2026-09-19T09:07:11.092Z.
- Upstream license: apache-2.0. Mirror admission policy: permissive (owner policy; no license rights inferred).
- 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-davidau-lfm2-12b-a1b-speeddemon-high-intelligence-series-b
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-davidau-lfm2-12b-a1b-speeddemon-high-intelligence-series-b/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-davidau-lfm2-12b-a1b-speeddemon-high-intelligence-series-b/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-davidau-lfm2-12b-a1b-speeddemon-high-intelligence-series-b/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-davidau-lfm2-12b-a1b-speeddemon-high-intelligence-series-b
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-davidau-lfm2-12b-a1b-speeddemon-high-intelligence-series-b/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-davidau-lfm2-12b-a1b-speeddemon-high-intelligence-series-b&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-davidau-lfm2-12b-a1b-speeddemon-high-intelligence-series-b/decentralized-fallbacks