đ 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
⨠Features
- Quantization Information: Quantized by bartowski.
- Pipeline Tag: Specialized for text - generation tasks.
- Base Model: Built upon the
facebook/KernelLLM
model.
- Datasets: Trained on the
ScalingIntelligence/KernelBench
dataset.
- License: Released under the "other" license.
- Model Relation: This is a quantized version of the base model.
đ§ Technical Details
- Context Length: Supports a context length of 128k tokens.
- Model Tuning: Tuned from Llama 3.1 Instruct, specifically designed for authoring GPU kernels using Triton.
- Functionality: KernelLLM can translate PyTorch modules into Triton kernels and was evaluated on KernelBench - Triton.
- Performance: Achieves competitive or superior performance compared to much larger models on kernel generation tasks.
đ License
The model is released under the "other" license.
đ Special thanks
Special thanks to Georgi Gerganov and the whole team working on llama.cpp for making all of this possible.
â ī¸ Disclaimers
â ī¸ Important Note
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.
Information Table
Property |
Details |
Quantized By |
bartowski |
Pipeline Tag |
text - generation |
Base Model |
facebook/KernelLLM |
Datasets |
ScalingIntelligence/KernelBench |
License |
other |
Base Model Relation |
quantized |