KernelLLM-GGUF

💫 Community Model> KernelLLM by Facebook

👾 LM Studio Community models highlights program. Highlighting new & noteworthy models by the community. Join the conversation on Discord.

Model creator: facebook<br> Original model: KernelLLM<br> GGUF quantization: provided by bartowski based on llama.cpp release 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 and the whole team working on llama.cpp for making all of this possible.

Disclaimers

LM Studio is not the creator, originator, or owner of any Model featured in the Community Model Program. Each Community Model is created and provided by third parties. LM Studio does not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Community Model. You understand that Community Models can produce content that might be offensive, harmful, inaccurate or otherwise inappropriate, or deceptive. Each Community Model is the sole responsibility of the person or entity who originated such Model. LM Studio may not monitor or control the Community Models and cannot, and does not, take responsibility for any such Model. LM Studio disclaims all warranties or guarantees about the accuracy, reliability or benefits of the Community Models. LM Studio further disclaims any warranty that the Community Model will meet your requirements, be secure, uninterrupted or available at any time or location, or error-free, viruses-free, or that any errors will be corrected, or otherwise. You will be solely responsible for any damage resulting from your use of or access to the Community Models, your downloading of any Community Model, or use of any other Community Model provided by or through LM Studio.