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 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