# nicoboss/hpc-coder-v2-16b-non-MLA-GGUF

Model from Hugging Face for llm: nicoboss/hpc-coder-v2-16b-non-MLA-GGUF · transformers

## Facts

- Type: LLM
- Task: general
- Framework: transformers
- License: unknown
- Source: unknown
- Hosting: hosted (1 file)
- Files: 1 hosted of 13 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, 10.4 GB
- Full repo upstream: 112.8 GB
- Recommended file: 10.4 GB (Q4_K_M) · hpc-coder-v2-16b.Q4_K_M.gguf
- Parameters: 16B
- Download: https://huggingbay.xyz/artifact/hf-model-nicoboss-hpc-coder-v2-16b-non-mla-gguf/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-nicoboss-hpc-coder-v2-16b-non-mla-gguf/download-plan)
- Per-file SHA-256: available for 1 of 1 hosted file via https://huggingbay.xyz/api/artifacts/hf-model-nicoboss-hpc-coder-v2-16b-non-mla-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: 215
- Stars: 0
- Card completeness: 95%

## Description

External Hugging Face catalog record for nicoboss/hpc-coder-v2-16b-non-MLA-GGUF. Library: transformers. Languages: en. Datasets referenced by card metadata: hpcgroup/hpc-instruct, ise-uiuc/Magicoder-OSS-Instruct-75K, nickrosh/Evol-Instruct-Code-80k-v1. Base model: hpcgroup/hpc-coder-v2-16b. Popularity signal at import: 215 downloads and 0 likes.

## Model Card Facts

- Declared license: unknown
- Pipeline: general
- Library: transformers
- Base model: hpcgroup/hpc-coder-v2-16b
- Task categories: general
- Languages: en
- Referenced datasets: hpcgroup/hpc-instruct, ise-uiuc/Magicoder-OSS-Instruct-75K, nickrosh/Evol-Instruct-Code-80k-v1
- File hints: 13 upstream file samples

## Referenced Data

- Dataset: hpcgroup/hpc-instruct
- Dataset: ise-uiuc/Magicoder-OSS-Instruct-75K
- Dataset: nickrosh/Evol-Instruct-Code-80k-v1

## File Hints

- .gitattributes (2.2 KB)
- README.md (3.3 KB)
- hpc-coder-v2-16b.IQ4_XS.gguf (8.1 GB) LFS
- hpc-coder-v2-16b.Q2_K.gguf (6.0 GB) LFS
- hpc-coder-v2-16b.Q3_K_L.gguf (7.9 GB) LFS
- hpc-coder-v2-16b.Q3_K_M.gguf (7.6 GB) LFS
- hpc-coder-v2-16b.Q3_K_S.gguf (7.0 GB) LFS
- hpc-coder-v2-16b.Q4_K_M.gguf (9.7 GB) LFS
- hpc-coder-v2-16b.Q4_K_S.gguf (8.9 GB) LFS
- hpc-coder-v2-16b.Q5_K_M.gguf (11 GB) LFS
- hpc-coder-v2-16b.Q5_K_S.gguf (10 GB) LFS
- hpc-coder-v2-16b.Q6_K.gguf (13 GB) LFS

## 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 2026-09-18T20:06:01.472Z.
- Upstream license: unknown. Mirror admission policy: permissive (owner policy; no license rights inferred).
- Model card references dataset context: hpcgroup/hpc-instruct, ise-uiuc/Magicoder-OSS-Instruct-75K, nickrosh/Evol-Instruct-Code-80k-v1.
- 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-nicoboss-hpc-coder-v2-16b-non-mla-gguf
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-nicoboss-hpc-coder-v2-16b-non-mla-gguf/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-nicoboss-hpc-coder-v2-16b-non-mla-gguf/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-nicoboss-hpc-coder-v2-16b-non-mla-gguf/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-nicoboss-hpc-coder-v2-16b-non-mla-gguf
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-nicoboss-hpc-coder-v2-16b-non-mla-gguf/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-nicoboss-hpc-coder-v2-16b-non-mla-gguf&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-nicoboss-hpc-coder-v2-16b-non-mla-gguf/decentralized-fallbacks