OLMo 2 1124 13B by allenai

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Dataset:allenai/dolmino-mix-11...   Dataset:allenai/olmo-mix-1124   En   Olmo2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/allenai/OLMo-2-1124-13B 

OLMo 2 1124 13B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OLMo 2 1124 13B (allenai/OLMo-2-1124-13B)

OLMo 2 1124 13B Parameters and Internals

Model Type 
Transformer, Autoregressive Language Model
Use Cases 
Areas:
Research, Academic Benchmarks
Limitations:
Can generate harmful or sensitive content without proper safety filtering., Inaccuracies in generated statements; facts need verification.
Supported Languages 
en ()
Training Details 
Data Sources:
OLMo-Mix-1124, Dolmino-Mix-1124
Data Volume:
5 Trillion (Stage 1) & 843B (Stage 2) tokens
Responsible Ai Considerations 
Fairness:
Models can generate harmful and sensitive content if not properly managed.
Mitigation Strategies:
Users advised to consider risks of misuse.
Input Output 
Input Format:
AutoTokenizer: Tokenized input.
Accepted Modalities:
text
Output Format:
Decodable text response.
Performance Tips:
Using CUDA and quantization can enhance performance.
LLM NameOLMo 2 1124 13B
Repository ๐Ÿค—https://huggingface.co/allenai/OLMo-2-1124-13B 
Model Size13b
Required VRAM55.1 GB
Updated2024-12-06
Maintainerallenai
Model Typeolmo2
Model Files  4.9 GB: 1-of-12   5.0 GB: 2-of-12   5.0 GB: 3-of-12   5.0 GB: 4-of-12   4.8 GB: 5-of-12   4.8 GB: 6-of-12   4.8 GB: 7-of-12   5.0 GB: 8-of-12   5.0 GB: 9-of-12   5.0 GB: 10-of-12   3.7 GB: 11-of-12   2.1 GB: 12-of-12
Supported Languagesen
Model ArchitectureOlmo2ForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.47.0.dev0
Tokenizer ClassGPT2Tokenizer
Padding Token<|pad|>
Vocabulary Size100352
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than allenai/OLMo-2-1124-13B.

Rank the OLMo 2 1124 13B 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 v20241124