README.md

---
base_model: GainEnergy/OGAI-8x7b
datasets:
- GainEnergy/ogai-8x7B
- GainEnergy/oilandgas-engineering-dataset
- GainEnergy/ogdataset
- GainEnergy/upstrimacentral
library_name: transformers
license: mit
tags:
- oil-gas
- drilling-engineering
- mixtral-8x7b
- lora
- fine-tuned
- energy-ai
- retrieval-augmented-generation
- llama-cpp
- gguf-my-repo
model-index:
- name: OGAI-8x7B
  results:
  - task:
      type: text-generation
      name: Drilling Engineering AI
    dataset:
      name: GainEnergy Oil & Gas Corpus
      type: custom
    metrics:
    - type: accuracy
      value: 94.8
      name: Drilling Calculations Accuracy
    - type: precision
      value: 91.2
      name: Engineering Document Retrieval Precision
    - type: contextual-coherence
      value: High
      name: Context Retention
---

# GainEnergy/OGAI-8x7b-Q4_K_M-GGUF
This model was converted to GGUF format from [`GainEnergy/OGAI-8x7b`](https://huggingface.co/GainEnergy/OGAI-8x7b) using llama.cpp.
Refer to the [original model card](https://huggingface.co/GainEnergy/OGAI-8x7b) for more details on the model.

## Use with Ollama 
Execute the following
```bash
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)

```bash
brew install llama.cpp

```
Invoke the llama.cpp server or the CLI.

### CLI:
```bash
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:
```bash
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](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) 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
```