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Starcoder2 15B Instruct by TechxGenus

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Starcoder2 15B Instruct Benchmarks

LLME Score: 0.19029
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Starcoder2 15B Instruct Parameters and Internals

LLM NameStarcoder2 15B Instruct
Repository 🤗https://huggingface.co/TechxGenus/starcoder2-15b-instruct 
Model Size15b
Required VRAM31.9 GB
Updated2024-11-05
MaintainerTechxGenus
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
Model ArchitectureStarcoder2ForCausalLM
Licensebigcode-openrail-m
Context Length16384
Model Max Length16384
Transformers Version4.39.0.dev0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Torch Data Typebfloat16
Starcoder2 15B Instruct (TechxGenus/starcoder2-15b-instruct)

Quantized Models of the Starcoder2 15B Instruct

Model
Likes
Downloads
VRAM
Starcoder2 15B Instruct GPTQ22599499 GB

Best Alternatives to Starcoder2 15B Instruct

Best Alternatives
Context / RAM
Downloads
Likes
Starcoder2 15B Instruct V0.116K / 31.9 GB310294
Dolphincoder Starcoder2 15B16K / 31.9 GB23469
Starcoder2 15B Instruct V0.116K / 53.4 GB90
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 TechxGenus/starcoder2-15b-instruct.

Rank the Starcoder2 15B Instruct 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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