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OceanGPT 7B V0.2 by zjunlp

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

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  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: 0.17589
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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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
Updated2025-04-18
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
OceanGPT 7B V0.2 (zjunlp/OceanGPT-7b-v0.2)

Best Alternatives to OceanGPT 7B V0.2

Best Alternatives
Context / RAM
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Likes
Qwen2.5 7B Instruct 1M986K / 15.4 GB982221329
Qwen2.5 7B RRP 1M986K / 15.2 GB8776
Hush Qwen2.5 7B Preview986K / 15.2 GB770
Hush Qwen2.5 7B V1.1986K / 15.2 GB141
Hush Qwen2.5 7B V1.2986K / 15.2 GB121
Hush Qwen2.5 7B V1.4986K / 15.2 GB151
Hush Qwen2.5 7B V1.3986K / 15.2 GB142
Qwen2.5 7B Preview986K / 15.2 GB150
Hush Qwen2.5 7B RP V1.4 1M986K / 15.2 GB142
Qwen 2.5 7B Exp Sce986K / 15.2 GB122
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

🆘 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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Release v20241124
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