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Dolphincoder Starcoder2 15B by cognitivecomputations

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Dolphincoder Starcoder2 15B Benchmarks

LLME Score: 0.20988
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Dolphincoder Starcoder2 15B Parameters and Internals

LLM NameDolphincoder Starcoder2 15B
Repository 🤗https://huggingface.co/cognitivecomputations/dolphincoder-starcoder2-15b 
Model Size15b
Required VRAM31.9 GB
Updated2024-11-05
Maintainercognitivecomputations
Model Typestarcoder2
Instruction-BasedYes
Model Files  4.9 GB: 1-of-7   5.0 GB: 2-of-7   5.0 GB: 3-of-7   5.0 GB: 4-of-7   5.0 GB: 5-of-7   5.0 GB: 6-of-7   2.0 GB: 7-of-7
Supported Languagesen
Model ArchitectureStarcoder2ForCausalLM
Licensebigcode-openrail-m
Context Length16384
Model Max Length16384
Transformers Version4.39.0.dev0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49154
Torch Data Typebfloat16
Dolphincoder Starcoder2 15B (cognitivecomputations/dolphincoder-starcoder2-15b)

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Starcoder2 15B Instruct GPTQ16K / 9.2 GB2599492
...rCoder2 15B Instruct V0.1 GGUF16K / 6.2 GB3560
...rCoder2 15B Instruct V0.1 GGUF16K / 6.2 GB3020
Note: green Score (e.g. "73.2") means that the model is better than cognitivecomputations/dolphincoder-starcoder2-15b.

Rank the Dolphincoder Starcoder2 15B 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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Release v2024072803
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