OGAI-24B-Q6_K-GGUF

GainEnergy/OGAI-24B-Q6_K-GGUF

This model was converted to GGUF format from GainEnergy/OGAI-24B using llama.cpp. Refer to the original model card for more details.

Use with llama.cpp

Install llama.cpp through Homebrew (macOS/Linux):

brew install llama.cpp

Invoke the llama.cpp server or the CLI.

CLI:

llama-cli --hf-repo GainEnergy/OGAI-24B-Q6_K-GGUF --hf-file ogai-24b-q6_k.gguf -p "Explain the principles of reservoir simulation in oil and gas engineering."

Server:

llama-server --hf-repo GainEnergy/OGAI-24B-Q6_K-GGUF --hf-file ogai-24b-q6_k.gguf -c 2048

You can also follow the standard usage steps in the llama.cpp repository.

Manual Installation and Execution

Step 1: Clone llama.cpp

git clone https://github.com/ggerganov/llama.cpp

Step 2: Build llama.cpp with LLAMA_CURL=1 and optional GPU flags

cd llama.cpp && LLAMA_CURL=1 make

For Nvidia GPUs on Linux, add LLAMA_CUDA=1.

Step 3: Run inference

./llama-cli --hf-repo GainEnergy/OGAI-24B-Q6_K-GGUF --hf-file ogai-24b-q6_k.gguf -p "Explain the impact of wellbore stability on drilling efficiency."

or

./llama-server --hf-repo GainEnergy/OGAI-24B-Q6_K-GGUF --hf-file ogai-24b-q6_k.gguf -c 2048

This model is optimized for oil and gas engineering applications, featuring domain-specific knowledge in drilling, completions, reservoir management, and production optimization.