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Mplug Owl2 7B 448 Qinstruct Preview V0.1 by teowu

 »  All LLMs  »  teowu  »  Mplug Owl2 7B 448 Qinstruct Preview V0.1   URL Share it on

  11   
  Arxiv:1910.09700   Arxiv:2311.04257   Arxiv:2311.06783   Dataset:teowu/q-instruct   En   Endpoints compatible   Instruct   Mplug owl2   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/teowu/mplug_owl2_7b_448_qinstruct_preview_v0.1 

Mplug Owl2 7b 448 Qinstruct Preview V0.1 Benchmarks

LLME Score: 0.14392
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mplug Owl2 7B 448 Qinstruct Preview V0.1 (teowu/mplug_owl2_7b_448_qinstruct_preview_v0.1)

Mplug Owl2 7B 448 Qinstruct Preview V0.1 Parameters and Internals

Model Type 
Multi-modality Causal Language Model
Use Cases 
Limitations:
This model should be used for low-level visual perception and understanding tasks. It is not intended as a general-purpose visual assistant.
Additional Notes 
Carbon emissions can be estimated using the Machine Learning Impact calculator.
Supported Languages 
English (NLP)
Training Details 
Data Sources:
https://huggingface.co/datasets/teowu/Q-Instruct
Hardware Used:
NVIDIA A100 80G
LLM NameMplug Owl2 7b 448 Qinstruct Preview V0.1
Repository 🤗https://huggingface.co/teowu/mplug_owl2_7b_448_qinstruct_preview_v0.1 
Model Size7b
Required VRAM17.3 GB
Updated2025-02-05
Maintainerteowu
Model Typemplug_owl2
Instruction-BasedYes
Model Files  0.5 GB: 1-of-33   0.5 GB: 10-of-33   0.5 GB: 11-of-33   0.5 GB: 12-of-33   0.5 GB: 13-of-33   0.5 GB: 14-of-33   0.5 GB: 15-of-33   0.5 GB: 16-of-33   0.5 GB: 17-of-33   0.5 GB: 18-of-33   0.5 GB: 19-of-33   0.5 GB: 2-of-33   0.5 GB: 20-of-33   0.5 GB: 21-of-33   0.5 GB: 22-of-33   0.5 GB: 23-of-33   0.5 GB: 24-of-33   0.5 GB: 25-of-33   0.5 GB: 26-of-33   0.5 GB: 27-of-33   0.5 GB: 28-of-33   0.5 GB: 29-of-33   0.5 GB: 3-of-33   0.5 GB: 30-of-33   0.5 GB: 31-of-33   0.5 GB: 32-of-33   1.3 GB: 33-of-33   0.5 GB: 4-of-33   0.5 GB: 5-of-33   0.5 GB: 6-of-33   0.5 GB: 7-of-33   0.5 GB: 8-of-33   0.5 GB: 9-of-33
Supported Languagesen
Model ArchitectureAutoModel
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.28.1
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000

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Note: green Score (e.g. "73.2") means that the model is better than teowu/mplug_owl2_7b_448_qinstruct_preview_v0.1.

Rank the Mplug Owl2 7B 448 Qinstruct Preview V0.1 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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