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OLMoE 1B 7B 0924 by allenai

 »  All LLMs  »  allenai  »  OLMoE 1B 7B 0924   URL Share it on

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  Arxiv:2409.02060   Autotrain compatible   Co2 eq emissions   Dataset:allenai/olmoe-mix-0924   En   Endpoints compatible   Moe   Olmo   Olmoe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/allenai/OLMoE-1B-7B-0924 

OLMoE 1B 7B 0924 Benchmarks

MMLU Pro: 8.22
MUSR: 3.57
BBH: 8.31
IFEval: 21.85 vs 88 (so35)-75.2%
MATH Lvl 5: 1.66
LLME Score: 0.30104
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 0924 (allenai/OLMoE-1B-7B-0924)

OLMoE 1B 7B 0924 Parameters and Internals

Model Type 
Mixture-of-Experts, Language Model
Supported Languages 
en (high)
Training Details 
Data Sources:
allenai/OLMoE-mix-0924
Methodology:
Pretraining, Supervised Fine-Tuning, Direct Preference Optimization, Kahneman-Tversky Optimization
Model Architecture:
Mixture-of-Experts
LLM NameOLMoE 1B 7B 0924
Repository 🤗https://huggingface.co/allenai/OLMoE-1B-7B-0924 
Model Size1b
Required VRAM13.8 GB
Updated2025-02-22
Maintainerallenai
Model Typeolmoe
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   3.8 GB: 3-of-3
Supported Languagesen
Model ArchitectureOlmoeForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.43.0.dev0
Tokenizer ClassGPTNeoXTokenizer
Padding Token<|padding|>
Vocabulary Size50304
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than allenai/OLMoE-1B-7B-0924.

Rank the OLMoE 1B 7B 0924 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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