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Starcoder2 3B 4bit by mlx-community

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Starcoder2 3B 4bit is an open-source language model by mlx-community. Features: 3b LLM, VRAM: 1.9GB, Context: 16K, License: bigcode-openrail-m, Quantized, LLM Explorer Score: 0.12.

  4bit   Code Dataset:bigcode/the-stack-v2-t...   Endpoints compatible   Mlx   Model-index   Quantized   Region:us   Safetensors   Starcoder2
Model Card on HF 🤗: https://huggingface.co/mlx-community/starcoder2-3b-4bit 

Starcoder2 3B 4bit Benchmarks

LLME Score: 0.12004
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Starcoder2 3B 4bit (mlx-community/starcoder2-3b-4bit)
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Starcoder2 3B 4bit Parameters and Internals

Model Type 
text generation
Additional Notes 
This model was converted to MLX format from bigcode/starcoder2-7b.
LLM NameStarcoder2 3B 4bit
Repository 🤗https://huggingface.co/mlx-community/starcoder2-3b-4bit 
Model Size3b
Required VRAM1.9 GB
Updated2026-05-23
Maintainermlx-community
Model Typestarcoder2
Model Files  1.9 GB
Quantization Type4bit
Model ArchitectureStarcoder2ForCausalLM
Licensebigcode-openrail-m
Context Length16384
Model Max Length16384
Transformers Version4.39.0.dev0
Vocabulary Size49152

Best Alternatives to Starcoder2 3B 4bit

Best Alternatives
Context / RAM
Downloads
Likes
Starcoder2 3B16K / 12.1 GB109597220
Starcoder2 3b AutoRedteam16K / 12.7 GB50
Starcoder2 3B AWQ16K / 2.1 GB170
Starcoder Proto Code16K / 6.1 GB50
Mojo Starcoder216K / 6.4 GB110
StarCoder2 3B GGUF16K / 1.1 GB226819
Starcoder2 3B Instruct16K / 6.1 GB17645
NEARCoder 3B16K / 6.1 GB50
NEAR StructTunedStarcoder216K / 6.1 GB80
NEAR PreTrainedStarCoder216K / 6.1 GB50
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/starcoder2-3b-4bit.

Rank the Starcoder2 3B 4bit 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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Release v20260328a
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