Polyglot 5.8B CoT E1 by amphora

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  Arxiv:2305.14045   Autotrain compatible   Endpoints compatible   Gpt neox   Haerae   Ko   Pytorch   Region:us   Sharded

Polyglot 5.8B CoT E1 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Polyglot 5.8B CoT E1 (amphora/polyglot-5.8B-CoT-e1)
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Polyglot 5.8B CoT E1 Parameters and Internals

Model Type 
language model, autoregressive
Use Cases 
Limitations:
Instruction/chat data usage
Supported Languages 
Korean (proficient)
Training Details 
Data Sources:
CoT Collection
Methodology:
Chain-of-Thought fine-tuning
LLM NamePolyglot 5.8B CoT E1
Repository ๐Ÿค—https://huggingface.co/amphora/polyglot-5.8B-CoT-e1 
Model Size5.8b
Required VRAM23.6 GB
Updated2024-12-27
Maintaineramphora
Model Typegpt_neox
Model Files  9.9 GB: 1-of-3   10.0 GB: 2-of-3   3.7 GB: 3-of-3
Supported Languagesko
Model ArchitectureGPTNeoXForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.29.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|endoftext|>
Vocabulary Size30080
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than amphora/polyglot-5.8B-CoT-e1.

Rank the Polyglot 5.8B CoT E1 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