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OceanGPT 7B V0.2 by zjunlp

 »  All LLMs  »  zjunlp  »  OceanGPT 7B V0.2   URL Share it on

  13   
  Arxiv:2310.02031   Autotrain compatible   Conversational   Dataset:zjunlp/oceaninstruct   En   Endpoints compatible   Ocean   Oceangpt   Qwen2   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/zjunlp/OceanGPT-7b-v0.2 

OceanGPT 7B V0.2 Benchmarks

LLME Score: 0.19259
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OceanGPT 7B V0.2 (zjunlp/OceanGPT-7b-v0.2)

OceanGPT 7B V0.2 Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
ocean science
Limitations:
hallucination issues, identity information resemblance, output variability due to prompt tokens, limited simulated embodied intelligence capabilities
Additional Notes 
The model is primarily an academic exploration for ocean science tasks, trained on a bilingual dataset.
Supported Languages 
en (bilingual), zh (bilingual)
Training Details 
Data Sources:
zjunlp/OceanInstruct
LLM NameOceanGPT 7B V0.2
Repository 🤗https://huggingface.co/zjunlp/OceanGPT-7b-v0.2 
Model Size7b
Required VRAM15.2 GB
Updated2025-02-22
Maintainerzjunlp
Model Typeqwen2
Model Files  4.9 GB: 1-of-4   4.9 GB: 2-of-4   4.3 GB: 3-of-4   1.1 GB: 4-of-4
Supported Languagesen zh
Model ArchitectureQwen2ForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.41.0.dev0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than zjunlp/OceanGPT-7b-v0.2.

Rank the OceanGPT 7B V0.2 Capabilities

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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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Release v20241227
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