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GainEnergy
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OGAI-8x22b

Transformers
mixtral
oil-gas
engineering
retrieval-augmented-generation
fine-tuned
high-performance
22b
Eval Results (legacy)
Model card Files
xet
How to use from the
Use from the
Transformers library
# Gated model: Login with a HF token with gated access permission
hf auth login
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("GainEnergy/OGAI-8x22b", dtype="auto")
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OGAI-8x22B: High-Performance Oil & Gas LLM (Coming Soon)

Hugging Face
License

🚀 OGAI-8x22B is a high-performance oil & gas AI model fine-tuned from Mixtral-8x22B. It provides industry-leading accuracy for engineering workflows, drilling automation, and knowledge retrieval.

🌍 COMING SOON: Currently undergoing testing for energy-sector applications.

🛠 Capabilities

  • 🌎 Advanced Reasoning: Improved decision-making for drilling & production engineering.
  • 🧠 22B Parameter Scale: Optimized for long-context understanding and technical accuracy.
  • ⚙️ AI-Driven Workflow Automation: Supports Upstrima AI’s energy-focused AI agents.

Deployment

  • Available soon on Hugging Face, AWS, and Serverless AI Hosting.

📌 Stay updated for the official release! 🚀

OGAI-8x22B GGUF Model Preview (Split Download)

🔹 Download & Reassemble Instructions

1️⃣ Download all split files (ogai-8x22b-part-*).
2️⃣ Download reassemble.sh from this repository.
3️⃣ Run the following command to merge them into a single GGUF file: bash bash reassemble.sh

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Model tree for GainEnergy/OGAI-8x22b

Base model

mistralai/Mixtral-8x22B-v0.1
Finetuned
mistralai/Mixtral-8x22B-Instruct-v0.1
Finetuned
(5)
this model

Datasets used to train GainEnergy/OGAI-8x22b

Collection including GainEnergy/OGAI-8x22b

Evaluation results

  • Engineering Reasoning Score on GainEnergy GPT-4o Oil & Gas Training Set
    self-reported
    Coming Soon
  • Computational Efficiency on GainEnergy GPT-4o Oil & Gas Training Set
    self-reported
    Coming Soon
  • Knowledge Retrieval Accuracy on GainEnergy GPT-4o Oil & Gas Training Set
    self-reported
    Coming Soon