# OpenGVLab/SDLM-3B-D4

Model from Hugging Face for text generation: OpenGVLab/SDLM-3B-D4 · 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/OpenGVLab/SDLM-3B-D4
- Hosting: hosted (11 files)
- Files: 11 hosted of 21 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: 11 files, 6.8 GB
- Full repo upstream: 6.8 GB
- Recommended file: 6.79 GB (2 files)
- Parameters: 3B
- Download: https://huggingbay.xyz/artifact/hf-model-opengvlab-sdlm-3b-d4/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-opengvlab-sdlm-3b-d4/download-plan)
- Per-file SHA-256: available for 11 of 11 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-opengvlab-sdlm-3b-d4/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: 17
- Stars: 7
- Card completeness: 96%

## Description

External Hugging Face catalog record for OpenGVLab/SDLM-3B-D4. Task: text generation. Library: transformers. Languages: en. Datasets referenced by card metadata: dyyyyyyyy/ScaleQuest-Math, OpenCoder-LLM/opc-sft-stage2, allenai/tulu-3-sft-mixture, HuggingFaceTB/smoltalk2, LipengCS/Table-GPT, allenai/SciRIFF. Popularity signal at import: 71 downloads and 7 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: transformers
- Task categories: text-generation
- Languages: en
- Referenced datasets: dyyyyyyyy/ScaleQuest-Math, OpenCoder-LLM/opc-sft-stage2, allenai/tulu-3-sft-mixture, HuggingFaceTB/smoltalk2, LipengCS/Table-GPT, allenai/SciRIFF
- Paper ids: 2509.24007
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: dyyyyyyyy/ScaleQuest-Math
- Dataset: OpenCoder-LLM/opc-sft-stage2
- Dataset: allenai/tulu-3-sft-mixture
- Dataset: HuggingFaceTB/smoltalk2
- Dataset: LipengCS/Table-GPT
- Dataset: allenai/SciRIFF
- Paper: 2509.24007

## File Hints

- .gitattributes (1.8 KB)
- README.md (6.7 KB)
- added_tokens.json (630 B)
- assets/ablation_tau.png (825 KB) LFS
- assets/framework.png (537 KB) LFS
- assets/main_exp1.png (372 KB) LFS
- assets/main_exp2.png (130 KB) LFS
- assets/self_speculative_decoding.png (328 KB) LFS
- assets/three_framework.png (604 KB) LFS
- attn_mask_utils.py (13 KB)
- config.json (973 B)
- configuration_sdlm.py (6.9 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 2026-08-29T03:06:16.577Z.
- Open license detected as apache-2.0.
- Model card references dataset context: dyyyyyyyy/ScaleQuest-Math, OpenCoder-LLM/opc-sft-stage2, allenai/tulu-3-sft-mixture, HuggingFaceTB/smoltalk2.
- 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-opengvlab-sdlm-3b-d4
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-opengvlab-sdlm-3b-d4/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-opengvlab-sdlm-3b-d4/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-opengvlab-sdlm-3b-d4/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-opengvlab-sdlm-3b-d4
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-opengvlab-sdlm-3b-d4/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-opengvlab-sdlm-3b-d4&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-opengvlab-sdlm-3b-d4/decentralized-fallbacks