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Digital Socrates 13B by allenai

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  716   
  Arxiv:2311.09613   Autotrain compatible   En   Endpoints compatible   Llama   Model-index   Pytorch   Region:us   Sharded

Digital Socrates 13B Benchmarks

ARC: 58.36 vs 96.7 (so35)-39.6%
HellaSwag: 80.14 vs 95.3 (gpt4)-15.9%
MMLU: 57.01 vs 88.3 (so35)-35.4%
TruthfulQA: 44.47 vs 59 (gpt4)-24.6%
WinoGrande: 74.59 vs 87.5 (gpt4)-14.8%
GSM8K: 29.49 vs 96.4 (so35)-69.4%
LLME Score: 0.20994
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Digital Socrates 13B Parameters and Internals

LLM NameDigital Socrates 13B
Repository 🤗https://huggingface.co/allenai/digital-socrates-13b 
Model Size13b
Required VRAM52.1 GB
Updated2024-09-20
Maintainerallenai
Model Typellama
Model Files  10.0 GB: 1-of-6   9.9 GB: 2-of-6   9.9 GB: 3-of-6   9.9 GB: 4-of-6   9.9 GB: 5-of-6   2.5 GB: 6-of-6
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.35.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<pad>
Vocabulary Size32001
Torch Data Typefloat32
Digital Socrates 13B (allenai/digital-socrates-13b)

Quantized Models of the Digital Socrates 13B

Model
Likes
Downloads
VRAM
Digital Socrates 13B GGUF2965 GB
Digital Socrates 13B AWQ0127 GB
Digital Socrates 13B GPTQ097 GB

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LongAlign 13B 64K Base64K / 26 GB93
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Yarn Llama 2 13B 64K64K / 26 GB3318
Airoboros L2 13B 2.1 YaRN 64K64K / 26 GB87
Note: green Score (e.g. "73.2") means that the model is better than allenai/digital-socrates-13b.

Rank the Digital Socrates 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 v2024072803
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