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Breeze Petro 7B Instruct V1 by PetroGPT

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  Autotrain compatible   Chemistry   Code   Conversational   En   Endpoints compatible   Instruct   Mistral   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/PetroGPT/Breeze-Petro-7B-Instruct-v1 

Breeze Petro 7B Instruct V1 Benchmarks

LLME Score: 0.18039
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Breeze Petro 7B Instruct V1 (PetroGPT/Breeze-Petro-7B-Instruct-v1)

Breeze Petro 7B Instruct V1 Parameters and Internals

Model Type 
text-generation, chemistry, code
Additional Notes 
The model is fine-tuned based on chemical and procedural knowledge with supplemental knowledge about the petroleum industry.
Supported Languages 
language_proficiency_levels ()
Training Details 
Data Sources:
Rebecca19990101/petro-dataset-v2
LLM NameBreeze Petro 7B Instruct V1
Repository 🤗https://huggingface.co/PetroGPT/Breeze-Petro-7B-Instruct-v1 
Model Size7b
Required VRAM29.9 GB
Updated2025-02-22
MaintainerPetroGPT
Model Typemistral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-7   5.0 GB: 2-of-7   4.8 GB: 3-of-7   5.0 GB: 4-of-7   5.0 GB: 5-of-7   4.2 GB: 6-of-7   1.0 GB: 7-of-7
Supported Languagesen zh
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size61952
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than PetroGPT/Breeze-Petro-7B-Instruct-v1.

Rank the Breeze Petro 7B Instruct V1 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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