---
quantized_by: bartowski
pipeline_tag: text-generation
base_model: facebook/KernelLLM
datasets:
- ScalingIntelligence/KernelBench
license: other
base_model_relation: quantized
---
## 💫 Community Model> KernelLLM by Facebook

*👾 [LM Studio](https://lmstudio.ai) Community models highlights program. Highlighting new & noteworthy models by the community. Join the conversation on [Discord](https://discord.gg/aPQfnNkxGC)*.

**Model creator:** [facebook](https://huggingface.co/facebook)<br>
**Original model**: [KernelLLM](https://huggingface.co/facebook/KernelLLM)<br>
**GGUF quantization:** provided by [bartowski](https://huggingface.co/bartowski) based on `llama.cpp` release [b5415](https://github.com/ggerganov/llama.cpp/releases/tag/b5415)<br>

## Technical Details

Supports a context length of 128k tokens

Tuned from Llama 3.1 Instruct specifically for the task of authoring GPU kernels using Triton

KernelLLM translates PyTorch modules into Triton kernels and was evaluated on KernelBench-Triton

Achieves competitive or superior performance compared to much larger models on kernel generation tasks

## Special thanks

🙏 Special thanks to [Georgi Gerganov](https://github.com/ggerganov) and the whole team working on [llama.cpp](https://github.com/ggerganov/llama.cpp/) for making all of this possible.

## Disclaimers

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