Model: GainEnergy/OGAI-STEM-7B
Author: GainEnergy
Pipeline: text-generation
Library: transformers
Tags: transformers, safetensors, mistral, text-generation, oil-gas, drilling-engineering, mathstral-7b, lora, fine-tuned, energy-ai, pragmatic-ai, gguf, text-generation-inference, conversational, en, dataset:GainEnergy/SMoE-Training, dataset:GainEnergy/reasoner, dataset:GainEnergy/ogai-8x7B, dataset:GainEnergy/oilandgas-engineering-dataset, dataset:GainEnergy/ogdataset, dataset:GainEnergy/upstrimacentral, dataset:open-r1/OpenR1-Math-220k, dataset:unsloth/LaTeX_OCR, base_model:mistralai/Mathstral-7B-v0.1, base_model:adapter:mistralai/Mathstral-7B-v0.1, doi:10.57967/hf/4768, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (adapter): id: mistralai/Mathstral-7B-v0.1
Card metadata: license: apache-2.0
datasets: GainEnergy/SMoE-Training, GainEnergy/reasoner, GainEnergy/ogai-8x7B, GainEnergy/oilandgas-engineering-dataset, GainEnergy/ogdataset, GainEnergy/upstrimacentral, open-r1/OpenR1-Math-220k, unsloth/LaTeX_OCR
base_model: mistralai/Mathstral-7B-v0.1
tags: oil-gas, drilling-engineering, mathstral-7b, lora, fine-tuned, energy-ai, pragmatic-ai, gguf, text-generation-inference, text-generation
model-index: name: OGAI-STEM-7B
results: task: type: text-generation
name: Engineering AI for Oil & Gas
dataset: name: GainEnergy Oil & Gas Corpus
type: custom
metrics: name: Engineering Calculations Accuracy
type: accuracy
value: 94.5
verified: no, name: Scientific Computation Precision
type: precision
value: 92.3
verified: no, name: Context Retention
type: contextual-coherence
value: High
verified: no
variants: name: OGAI-STEM-7B-GGUF
pipeline_tag: text-generation
repo_name: GainEnergy/OGAI-STEM-7B-GGUF
library_name: transformers
language: en
widget: text: User: What is the pressure drop in a horizontal pipeline for crude oil transport?
AI:
example_title: Pipeline Pressure Drop Calculation, text: User: Explain the differences between gas lift and electric submersible pumps in artificial lift.
AI:
example_title: Artificial Lift Methods, text: User: How do you calculate mud weight for deepwater drilling?
AI:
example_title: Mud Weight Calculation, text: User: Describe the steps to optimize wellbore stability in unconventional reservoirs.
AI:
example_title: Wellbore Stability Optimization
pipeline_tag: text-generation
Likes: 1 | All-time downloads: 20
Created: 2025-03-07 22:20:32