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OLMoE 1B 7B 0924 Instruct by allenai

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

OLMoE 1B 7B 0924 Instruct Benchmarks

MMLU Pro: 9.73
GPQA: 2.35
MUSR: 6.07
BBH: 14.57
IFEval: 46.67 vs 88 (so35)-47%
MATH Lvl 5: 2.79
LLME Score: 0.30797
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 Instruct (allenai/OLMoE-1B-7B-0924-Instruct)

OLMoE 1B 7B 0924 Instruct Parameters and Internals

Model Type 
Mixture-of-Experts, Language Model
Supported Languages 
en (Intermediate)
Training Details 
Data Sources:
allenai/ultrafeedback_binarized_cleaned, allenai/tulu-v3.1-mix-preview-4096-OLMoE
Methodology:
SFT and DPO
Model Architecture:
Mixture-of-Experts
LLM NameOLMoE 1B 7B 0924 Instruct
Repository 🤗https://huggingface.co/allenai/OLMoE-1B-7B-0924-Instruct 
Base Model(s)  OLMoE 1B 7B 0924 SFT   allenai/OLMoE-1B-7B-0924-SFT
Model Size1b
Required VRAM13.8 GB
Updated2025-02-22
Maintainerallenai
Model Typeolmoe
Instruction-BasedYes
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 Version4.44.0.dev0
Tokenizer ClassGPTNeoXTokenizer
Padding Token<pad>
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-Instruct.

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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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