OLMoE 1B 7B 0125 by allenai

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  Arxiv:2409.02060   Autotrain compatible   Co2 eq emissions Dataset:allenai/dolmino-mix-11...   Dataset:allenai/olmoe-mix-0924   En   Endpoints compatible   Moe   Olmo   Olmoe   Region:us   Safetensors   Sharded   Tensorflow

OLMoE 1B 7B 0125 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OLMoE 1B 7B 0125 (allenai/OLMoE-1B-7B-0125)

OLMoE 1B 7B 0125 Parameters and Internals

LLM NameOLMoE 1B 7B 0125
Repository ๐Ÿค—https://huggingface.co/allenai/OLMoE-1B-7B-0125 
Model Size1b
Required VRAM27.7 GB
Updated2025-02-22
Maintainerallenai
Model Typeolmoe
Model Files  5.0 GB: 1-of-6   5.0 GB: 2-of-6   5.0 GB: 3-of-6   5.0 GB: 4-of-6   5.0 GB: 5-of-6   2.7 GB: 6-of-6
Supported Languagesen
Model ArchitectureOlmoeForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.48.1
Tokenizer ClassGPTNeoXTokenizer
Padding Token<|padding|>
Vocabulary Size50304
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than allenai/OLMoE-1B-7B-0125.

Rank the OLMoE 1B 7B 0125 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