Datascience Coder 1.3B by ed001

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  Autotrain compatible   Code   Codegen   Conversational   Data science Dataset:ed001/ds-coder-instruc...   En   Endpoints compatible   Instruct   License:cc-by-nc-sa-4.0   Llama   Pytorch   Region:us

Rank the Datascience Coder 1.3B 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  
Datascience Coder 1.3B (ed001/datascience-coder-1.3b)

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Datascience Coder 1.3B Parameters and Internals

LLM NameDatascience Coder 1.3B
RepositoryOpen on 🤗 
Model Size1.3b
Required VRAM2.7 GB
Updated2024-07-01
Maintainered001
Model Typellama
Instruction-BasedYes
Model Files  2.7 GB
Supported Languagesen
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-sa-4.0
Context Length16384
Model Max Length16384
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<|begin▁of▁sentence|>
End of Sentence Token<|EOT|>
Vocabulary Size32256
Initializer Range0.02
Torch Data Typefloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024042801