# Efficient-Large-Model/Fast_dLLM_v2_7B

Model from Hugging Face for llm: Efficient-Large-Model/Fast_dLLM_v2_7B · 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/Efficient-Large-Model/Fast_dLLM_v2_7B
- Hosting: hosted (12 files)
- Files: 12 hosted of 23 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: 12 files, 15.2 GB
- Full repo upstream: 15.2 GB
- Recommended file: 15.2 GB (4 files)
- Parameters: 7B
- Download: https://huggingbay.xyz/artifact/hf-model-efficient-large-model-fast-dllm-v2-7b/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-efficient-large-model-fast-dllm-v2-7b/download-plan)
- Per-file SHA-256: available for 12 of 12 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-efficient-large-model-fast-dllm-v2-7b/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: 7825
- Stars: 34
- Card completeness: 87%

## Description

External Hugging Face catalog record for Efficient-Large-Model/Fast_dLLM_v2_7B. Library: unknown. Languages: en. Popularity signal at import: 13,009 downloads and 34 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: general
- Library: unknown
- Task categories: general
- Languages: en
- Paper ids: 2509.26328
- File hints: 16 upstream file samples

## Referenced Data

- Paper: 2509.26328

## File Hints

- .gitattributes (1.6 KB)
- README.md (4.5 KB)
- added_tokens.json (627 B)
- assets/benchmark_results.png (130 KB) LFS
- assets/throughput.png (122 KB) LFS
- assets/training_recipe.png (176 KB) LFS
- assets/visualization_animation.gif (1.3 MB) LFS
- chat_template.jinja (2.4 KB)
- config.json (1.6 KB)
- configuration.py (3.4 KB)
- generation_config.json (243 B)
- latest (15 B)

## 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 2026-09-21T09:53:31.904Z.
- 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-efficient-large-model-fast-dllm-v2-7b
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-efficient-large-model-fast-dllm-v2-7b/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-efficient-large-model-fast-dllm-v2-7b/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-efficient-large-model-fast-dllm-v2-7b/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-efficient-large-model-fast-dllm-v2-7b
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-efficient-large-model-fast-dllm-v2-7b/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-efficient-large-model-fast-dllm-v2-7b&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-efficient-large-model-fast-dllm-v2-7b/decentralized-fallbacks