# facebook/KernelLLM

Model from Hugging Face for text generation: facebook/KernelLLM · transformers

## Cite this

- Page: https://huggingbay.xyz/artifact/hf-model-facebook-kernelllm
- Citation: facebook/KernelLLM. The Hugging Bay model record. https://huggingbay.xyz/artifact/hf-model-facebook-kernelllm (retrieved 2026-11-14).
- Check a downloaded file: run `shasum -a 256 <file>` (macOS), `sha256sum <file>` (Linux) or `Get-FileHash -Algorithm SHA256 <file>` (Windows), then compare with that file's SHA-256 at https://huggingbay.xyz/api/artifacts/hf-model-facebook-kernelllm/files?limit=100. How checks work: https://huggingbay.xyz/verification

## Facts

- Type: LLM
- Task: text-generation
- Framework: transformers
- License: No license stated
- Source: unknown
- Hosting: hosted (10 files)
- Files: 10 hosted of 18 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: 10 hosted of 18 listed
- Full repo upstream: 16.1 GB
- Recommended file: 16.1 GB (4 files)
- Download: https://huggingbay.xyz/api/artifacts/hf-model-facebook-kernelllm/download-plan (download plan: https://huggingbay.xyz/api/artifacts/hf-model-facebook-kernelllm/download-plan)
- Per-file SHA-256: available for 10 of 10 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-facebook-kernelllm/files?limit=100
- Availability: Ready
- Downloadable: yes
- 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: 116
- Stars: 202
- Card completeness: 93%

## Description

External Hugging Face catalog record for facebook/KernelLLM. Task: text generation. Library: transformers. Datasets referenced by card metadata: ScalingIntelligence/KernelBench, GPUMODE/KernelBook. Popularity signal at import: 116 downloads and 202 likes.

## Model Card Facts

- Declared license: other
- Pipeline: text-generation
- Library: transformers
- Task categories: text-generation
- Referenced datasets: ScalingIntelligence/KernelBench, GPUMODE/KernelBook
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: ScalingIntelligence/KernelBench
- Dataset: GPUMODE/KernelBook

## File Hints

- .gitattributes (2.3 KB)
- LICENSE.pdf (195 KB) LFS
- README.md (11 KB)
- config.json (874 B)
- generation_config.json (155 B)
- kernelllm.py (10 KB)
- media/blog_post_model_performance.png (238 KB) LFS
- media/kernelllm_pass_at_k_scaling.png (495 KB) LFS
- media/llm_performance_comparison.png (360 KB) LFS
- media/triton-kernel-workflow.png (320 KB) LFS
- model-00001-of-00004.safetensors (4.6 GB) LFS
- model-00002-of-00004.safetensors (4.7 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 2026-09-20T03:14:46.799Z.
- Upstream license: other. Mirror admission policy: permissive (owner policy; no license rights inferred).
- Model card references dataset context: ScalingIntelligence/KernelBench, GPUMODE/KernelBook.
- 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-facebook-kernelllm
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-facebook-kernelllm/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-facebook-kernelllm/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-facebook-kernelllm/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-facebook-kernelllm
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-facebook-kernelllm/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-facebook-kernelllm&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-facebook-kernelllm/decentralized-fallbacks