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PetroGPT/Breeze-Petro-7B-Instruct-v1

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face

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Model Card

Breeze-Petro-7B-Instruct-v1

—Model creator: MediaTek Research
—Original model: MediaTek-Research/Breeze-7B-Instruct-v1_0

Model Description

This is a model fine-tuned based on Breeze-7B-Instruct-v1_0. The training set is mainly based on chemical knowledge and procedural knowledge. Supplement knowledge about the petroleum industry.

—Developed by: RebeccaChou
—License: apache-2.0
—Finetuned from model : [MediaTek-Research/Breeze-7B-Instruct-v1_0
—Language(s) (NLP): [English.繁體中文]

📖 Table of Contents

1.Open LLM Leaderboard

—ARC
—HellaSwag
—MMLU
—TruthfulQA
—Winogrande
—GSM8K
—EvalPlus Leaderboard
—HumanEval
—HumanEval_Plus
—MBPP
—MBPP_Plus
—Prompt Format
—Quantized Models
—Gratitude

🏆 Open LLM Leaderboard

WestSeverus-7B-DPO-v2 is one of the top 7B model in Open LLM Leaderboard and it outperforms on TruthfulQA and GSM8K.

Metric	Value
Avg.	59.32
AI2 Reasoning Challenge (25-Shot)	58.87
HellaSwag (10-Shot)	79.17
MMLU (5-Shot)	56.62
TruthfulQA (0-shot)	46.36
Winogrande (5-shot)	73.64
GSM8k (5-shot)	41.24

Detailed results can be found here

⚡ EvalPlus Leaderboard

Model	HumanEval	HumanEval_Plus	MBPP	MBPP_Plus
phi-2-2.7B	48.2	43.3	61.9	51.4

SOLAR-10.7B-Instruct-v1.0	42.1	34.3	42.9	34.6
CodeLlama-7B	37.8	34.1	57.6	45.4

🛠️ Quantized Models

—GGUF https://huggingface.co/Rebecca19990101/breeze-petro-7b-instruct-v1-q4km.gguf/tree/main

Training Details

Training Data

—Dataset: Rebecca19990101/petro-dataset-v2