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RLAIF V 12B by openbmb

 »  All LLMs  »  openbmb  »  RLAIF V 12B   URL Share it on

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  Arxiv:2312.00849   Arxiv:2405.17220   Autotrain compatible   Conversational Dataset:openbmb/rlaif-v-datase...   En   Endpoints compatible   Omnilmm   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/openbmb/RLAIF-V-12B 

RLAIF V 12B Benchmarks

LLME Score: 0.18914
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
RLAIF V 12B (openbmb/RLAIF-V-12B)

RLAIF V 12B Parameters and Internals

Model Type 
multimodal large language model
Additional Notes 
The model maximally exploits open-source feedback through a novel framework that aligns MLLMs in a fully open-source paradigm.
Supported Languages 
en (Fully supported)
Training Details 
Data Sources:
RLAIF-V-Dataset
Methodology:
Behavior alignment from fine-grained correctional human feedback and online feedback learning algorithm.
Model Architecture:
OmniLMM-based
LLM NameRLAIF V 12B
Repository 🤗https://huggingface.co/openbmb/RLAIF-V-12B 
Model Size12b
Required VRAM23.3 GB
Updated2025-02-22
Maintaineropenbmb
Model Typeomnilmm
Model Files  4.9 GB: 1-of-5   5.0 GB: 2-of-5   5.0 GB: 3-of-5   5.0 GB: 4-of-5   3.4 GB: 5-of-5
Supported Languagesen
Model ArchitectureOmniLMMForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32009
Torch Data Typebfloat16

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Rank the RLAIF V 12B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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