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OLMo 7B Instruct Hf by allenai

 »  All LLMs  »  allenai  »  OLMo 7B Instruct Hf   URL Share it on

  2537   
  Arxiv:2402.00838   Autotrain compatible   Conversational   Dataset:allenai/dolma Dataset:allenai/tulu-v2-sft-mi... Dataset:allenai/ultrafeedback ...   En   Endpoints compatible   Instruct   Olmo   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/allenai/OLMo-7B-Instruct-hf 

OLMo 7B Instruct Hf Benchmarks

MMLU Pro: 8.72
GPQA: 2.8
MUSR: 4.33
BBH: 13.16
IFEval: 34.73 vs 88 (so35)-60.5%
MATH Lvl 5: 1.36
LLME Score: 0.24854
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OLMo 7B Instruct Hf (allenai/OLMo-7B-Instruct-hf)

OLMo 7B Instruct Hf Parameters and Internals

Model Type 
Transformer style autoregressive language model
Use Cases 
Areas:
research, developer tools
Applications:
question answering
Primary Use Cases:
understanding safety properties of LLMs
Limitations:
May produce harmful and sensitive content, Potential biases and privacy issues
Considerations:
Implement safeguards for biases, privacy, and other potential harms.
Additional Notes 
Direct use with HuggingFace Transformers v4.40+
Supported Languages 
English (NLP)
Training Details 
Data Sources:
Dolma, Tulu 2 SFT Mix, UltraFeedback
Methodology:
SFT + DPO
Context Length:
2048
Responsible Ai Considerations 
Mitigation Strategies:
Model does not include a specific safety filter. Developers advised to exercise caution.
LLM NameOLMo 7B Instruct Hf
Repository 🤗https://huggingface.co/allenai/OLMo-7B-Instruct-hf 
Model Size7b
Required VRAM27.6 GB
Updated2025-03-20
Maintainerallenai
Model Typeolmo
Instruction-BasedYes
Model Files  4.9 GB: 1-of-6   5.0 GB: 2-of-6   4.9 GB: 3-of-6   4.9 GB: 4-of-6   4.9 GB: 5-of-6   3.0 GB: 6-of-6   4.9 GB: 1-of-6   5.0 GB: 2-of-6   4.9 GB: 3-of-6   4.9 GB: 4-of-6   4.9 GB: 5-of-6   3.0 GB: 6-of-6
Supported Languagesen
Model ArchitectureOlmoForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.40.2
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/OLMo-7B-Instruct-hf.

Rank the OLMo 7B Instruct Hf 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  
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Release v20241227
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