# DevQuasar/amd.Instella-MoE-16B-A3B-Think-GGUF

Model from Hugging Face for text generation: DevQuasar/amd.Instella-MoE-16B-A3B-Think-GGUF · unknown

## Facts

- Type: LLM
- Task: text-generation
- Framework: unknown
- License: unknown
- Source: unknown
- Hosting: hosted (1 file)
- Files: 1 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: 1 file, 10.5 GB
- Full repo upstream: 68.2 GB
- Recommended file: 10.5 GB (Q4_K_M) · amd.Instella-MoE-16B-A3B-Think.f16.gguf.Q4_K_M.gguf
- Parameters: 16B (3B active)
- Download: https://huggingbay.xyz/artifact/hf-model-devquasar-amd-instella-moe-16b-a3b-think-gguf/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-devquasar-amd-instella-moe-16b-a3b-think-gguf/download-plan)
- Per-file SHA-256: available for 1 of 1 hosted file via https://huggingbay.xyz/api/artifacts/hf-model-devquasar-amd-instella-moe-16b-a3b-think-gguf/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: 350548
- Stars: 10
- Card completeness: 89%

## Description

External Hugging Face catalog record for DevQuasar/amd.Instella-MoE-16B-A3B-Think-GGUF. Task: text generation. Library: unknown. Popularity signal at import: 350,548 downloads and 10 likes.

## Model Card Facts

- Declared license: unknown
- Pipeline: text-generation
- Library: unknown
- Task categories: text-generation
- File hints: 8 upstream file samples

## File Hints

- .gitattributes (2.0 KB)
- Q2_K/amd.Instella-MoE-16B-A3B-Think.f16.gguf.Q2_K.gguf (6.1 GB) LFS
- Q3_K_M/amd.Instella-MoE-16B-A3B-Think.f16.gguf.Q3_K_M.gguf (7.7 GB) LFS
- Q4_K_M/amd.Instella-MoE-16B-A3B-Think.f16.gguf.Q4_K_M.gguf (9.8 GB) LFS
- Q5_K_M/amd.Instella-MoE-16B-A3B-Think.f16.gguf.Q5_K_M.gguf (11 GB) LFS
- Q6_K/amd.Instella-MoE-16B-A3B-Think.f16.gguf.Q6_K.gguf (13 GB) LFS
- Q8_0/amd.Instella-MoE-16B-A3B-Think.f16.gguf.Q8_0.gguf (16 GB) LFS
- README.md (694 B)

## Quality Checklist

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

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-20T17:48:56.197Z.
- Upstream license: unknown. 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-devquasar-amd-instella-moe-16b-a3b-think-gguf
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-devquasar-amd-instella-moe-16b-a3b-think-gguf/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-devquasar-amd-instella-moe-16b-a3b-think-gguf/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-devquasar-amd-instella-moe-16b-a3b-think-gguf/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-devquasar-amd-instella-moe-16b-a3b-think-gguf
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-devquasar-amd-instella-moe-16b-a3b-think-gguf/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-devquasar-amd-instella-moe-16b-a3b-think-gguf&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-devquasar-amd-instella-moe-16b-a3b-think-gguf/decentralized-fallbacks