Starcoder 8 July by mjalg

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  Arxiv:1910.09700   Autotrain compatible   Conversational   Endpoints compatible   Llama-factory   Region:us   Safetensors   Sharded   Starcoder2   Tensorflow

Rank the Starcoder 8 July Capabilities

๐Ÿ†˜ Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! ๐ŸŒŸ

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  
Starcoder 8 July (mjalg/starcoder-8-july)

Best Alternatives to Starcoder 8 July

Best Alternatives
HF Rank
Bigcode Starcoder2 3B 8bits16K / 3.2 GB60
Starcoder2 3B Instruct16K / 6.1 GB163
NEARCoder 3B16K / 6.1 GB200
Starcoder Proto Code16K / 6.1 GB120
NEAR StructTunedStarcoder216K / 6.1 GB120
NEAR PreTrainedStarCoder216K / 6.1 GB110
Starcoder Proto Code 216K / 6.1 GB80
OpenCodeInterpreter SC2 3B16K / 6.4 GB36
Opencsg Starcoder2 3B V0.116K / 6.4 GB21
Mojo Starcoder216K / 6.4 GB110

Starcoder 8 July Parameters and Internals

LLM NameStarcoder 8 July
RepositoryOpen on ๐Ÿค— 
Model Size3b
Required VRAM6.1 GB
Model Typestarcoder2
Model Files  1.9 GB: 1-of-4   2.0 GB: 2-of-4   2.0 GB: 3-of-4   0.2 GB: 4-of-4
Model ArchitectureStarcoder2ForCausalLM
Context Length16384
Model Max Length16384
Transformers Version4.41.2
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Initializer Range0.018042
Torch Data Typefloat16

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