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Dolphincoder Starcoder2 7B by cognitivecomputations

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Dolphincoder Starcoder2 7B Benchmarks

ARC: 38.4 vs 96.7 (so35)-60.3%
HellaSwag: 50.7 vs 95.3 (gpt4)-46.8%
MMLU: 39.72 vs 88.3 (so35)-55%
TruthfulQA: 43.33 vs 59 (gpt4)-26.6%
WinoGrande: 55.96 vs 87.5 (gpt4)-36%
GSM8K: 21.38 vs 96.4 (so35)-77.8%
LLME Score: 0.24251
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Dolphincoder Starcoder2 7B Parameters and Internals

LLM NameDolphincoder Starcoder2 7B
Repository 🤗https://huggingface.co/cognitivecomputations/dolphincoder-starcoder2-7b 
Model Size7b
Required VRAM14.9 GB
Updated2024-09-07
Maintainercognitivecomputations
Model Typestarcoder2
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   5.0 GB: 3-of-3
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
Activation Functiongelu
Dolphincoder Starcoder2 7B (cognitivecomputations/dolphincoder-starcoder2-7b)

Quantized Models of the Dolphincoder Starcoder2 7B

Model
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VRAM
...Starcoder2 7B Bnb 4bit Smashed054 GB

Best Alternatives to Dolphincoder Starcoder2 7B

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Speechless Starcoder2 7B16K / 14.4 GB95
Starcoder2 7B Instruct16K / 14.4 GB342
Starcoder2 7B Instruct GPTQ16K / 4.5 GB161

Rank the Dolphincoder Starcoder2 7B 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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