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cognition-ai_kevin-32b
Kevin (K(ernel D)evin) is a 32B parameter model finetuned to write efficient CUDA kernels.
We use KernelBench as our benchmark, and train the model through multi-turn reinforcement learning.
For the details, see our blogpost at https://cognition.ai/blog/kevin-32b
Repository: localaiLicense: apache-2.0
llm-compiler-13b-imat
LLM Compiler is a state-of-the-art LLM that builds upon Code Llama with improved performance for code optimization and compiler reasoning.
LLM Compiler is free for both research and commercial use.
LLM Compiler is available in two flavors:
LLM Compiler, the foundational models, pretrained on over 500B tokens of LLVM-IR, x86_84, ARM, and CUDA assembly codes and trained to predict the effect of LLVM optimizations;
and LLM Compiler FTD, which is further fine-tuned to predict the best optimizations for code in LLVM assembly to reduce code size, and to disassemble assembly code to LLVM-IR.
Repository: localaiLicense: other
llm-compiler-13b-ftd
LLM Compiler is a state-of-the-art LLM that builds upon Code Llama with improved performance for code optimization and compiler reasoning.
LLM Compiler is free for both research and commercial use.
LLM Compiler is available in two flavors:
LLM Compiler, the foundational models, pretrained on over 500B tokens of LLVM-IR, x86_84, ARM, and CUDA assembly codes and trained to predict the effect of LLVM optimizations;
and LLM Compiler FTD, which is further fine-tuned to predict the best optimizations for code in LLVM assembly to reduce code size, and to disassemble assembly code to LLVM-IR.
Repository: localaiLicense: other
llm-compiler-7b-imat-GGUF
LLM Compiler is a state-of-the-art LLM that builds upon Code Llama with improved performance for code optimization and compiler reasoning.
LLM Compiler is free for both research and commercial use.
LLM Compiler is available in two flavors:
LLM Compiler, the foundational models, pretrained on over 500B tokens of LLVM-IR, x86_84, ARM, and CUDA assembly codes and trained to predict the effect of LLVM optimizations;
and LLM Compiler FTD, which is further fine-tuned to predict the best optimizations for code in LLVM assembly to reduce code size, and to disassemble assembly code to LLVM-IR.
Repository: localaiLicense: other
llm-compiler-7b-ftd-imat
LLM Compiler is a state-of-the-art LLM that builds upon Code Llama with improved performance for code optimization and compiler reasoning.
LLM Compiler is free for both research and commercial use.
LLM Compiler is available in two flavors:
LLM Compiler, the foundational models, pretrained on over 500B tokens of LLVM-IR, x86_84, ARM, and CUDA assembly codes and trained to predict the effect of LLVM optimizations;
and LLM Compiler FTD, which is further fine-tuned to predict the best optimizations for code in LLVM assembly to reduce code size, and to disassemble assembly code to LLVM-IR.
Repository: localaiLicense: other