GainEnergy/OGAI-8x7b-Q4_K_M-GGUF
This model was converted to GGUF format from GainEnergy/OGAI-8x7b
using llama.cpp.
Refer to the original model card for more details on the model.
Use with Ollama
Execute the following
ollama run hf.co/GainEnergy/OGAI-8x7b-Q4_K_M-GGUF:latest
Use with llama.cpp
Install llama.cpp through brew (works on Mac and Linux)
brew install llama.cpp
Invoke the llama.cpp server or the CLI.
CLI:
llama-cli --hf-repo GainEnergy/OGAI-8x7b-Q4_K_M-GGUF --hf-file ogai-8x7b-q4_k_m.gguf -p "The meaning to life and the universe is"
Server:
llama-server --hf-repo GainEnergy/OGAI-8x7b-Q4_K_M-GGUF --hf-file ogai-8x7b-q4_k_m.gguf -c 2048
Note: You can also use this checkpoint directly through the usage steps listed in the Llama.cpp repo as well.
Step 1: Clone llama.cpp from GitHub.
git clone https://github.com/ggerganov/llama.cpp
Step 2: Move into the llama.cpp folder and build it with LLAMA_CURL=1
flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).
cd llama.cpp && LLAMA_CURL=1 make
Step 3: Run inference through the main binary.
./llama-cli --hf-repo GainEnergy/OGAI-8x7b-Q4_K_M-GGUF --hf-file ogai-8x7b-q4_k_m.gguf -p "The meaning to life and the universe is"
or
./llama-server --hf-repo GainEnergy/OGAI-8x7b-Q4_K_M-GGUF --hf-file ogai-8x7b-q4_k_m.gguf -c 2048
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Model tree for GainEnergy/OGAI-8x7b-Q4_K_M-GGUF
Base model
mistralai/Mixtral-8x7B-v0.1
Finetuned
mistralai/Mixtral-8x7B-Instruct-v0.1
Adapter
GainEnergy/OGAI-8x7b
Datasets used to train GainEnergy/OGAI-8x7b-Q4_K_M-GGUF
Evaluation results
- Drilling Calculations Accuracy on GainEnergy Oil & Gas Corpusself-reported94.800
- Engineering Document Retrieval Precision on GainEnergy Oil & Gas Corpusself-reported91.200
- Context Retention on GainEnergy Oil & Gas Corpusself-reportedHigh