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StarCoder2 7B GGUF by second-state

 »  All LLMs  »  second-state  »  StarCoder2 7B GGUF   URL Share it on

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  Autotrain compatible Base model:bigcode/starcoder2-... Base model:quantized:bigcode/s...   Code   Gguf   Q2   Quantized   Region:us   Starcoder2
Model Card on HF 🤗: https://huggingface.co/second-state/StarCoder2-7B-GGUF 

StarCoder2 7B GGUF Benchmarks

LLME Score: 0.21353
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
StarCoder2 7B GGUF (second-state/StarCoder2-7B-GGUF)

StarCoder2 7B GGUF Parameters and Internals

Model Type 
text-generation
Additional Notes 
Quantized by Second State Inc.
LLM NameStarCoder2 7B GGUF
Repository 🤗https://huggingface.co/second-state/StarCoder2-7B-GGUF 
Model NameStarCoder2 7B
Model Creatorbigcode
Base Model(s)  Starcoder2 7B   bigcode/starcoder2-7b
Model Size7b
Required VRAM2.7 GB
Updated2025-01-15
Maintainersecond-state
Model Typestarcoder2
Model Files  2.7 GB   4.0 GB   3.6 GB   3.1 GB   4.0 GB   4.4 GB   4.1 GB   4.9 GB   5.1 GB   4.9 GB   5.9 GB   7.6 GB
GGUF QuantizationYes
Quantization Typegguf|q2|q4_k|q5_k
Model ArchitectureStarcoder2ForCausalLM
Licensebigcode-openrail-m
Context Length16384
Model Max Length16384
Transformers Version4.37.0.dev0
Vocabulary Size49152
Torch Data Typebfloat16
Activation Functiongelu

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Note: green Score (e.g. "73.2") means that the model is better than second-state/StarCoder2-7B-GGUF.

Rank the StarCoder2 7B GGUF Capabilities

🆘 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! 🌟

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 v20241227
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