lmstudio-community/KernelLLM-GGUF

💫 Community Model> KernelLLM by Facebook

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Model creator: facebook
Original model: KernelLLM
GGUF quantization: provided by bartowski based on llama.cpp release b5415

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 and the whole team working on llama.cpp for making all of this possible.

Disclaimers

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