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StarCoder2 7B GGUF by second-state

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StarCoder2 7B GGUF is an open-source language model by second-state. Features: 7b LLM, VRAM: 2.7GB, Context: 16K, License: bigcode-openrail-m, Quantized, LLM Explorer Score: 0.14.

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: 0.1404
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)
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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
Updated2026-05-17
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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Dolphincoder Starcoder2 7B16K / 14.9 GB711
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Jmg Starcoder2 7B 100K16K / 14.4 GB50
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Starcoder2 7B GPTQ16K / 4.5 GB682
Starcoder2 7B Instruct GPTQ16K / 4.5 GB102
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

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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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