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Starcoder2 7B 4bit by mlx-community

 »  All LLMs  »  mlx-community  »  Starcoder2 7B 4bit   URL Share it on

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  4bit   Autotrain compatible   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/starcoder2-7b-4bit 

Starcoder2 7B 4bit Benchmarks

LLME Score: 0.1711
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Starcoder2 7B 4bit (mlx-community/starcoder2-7b-4bit)

Starcoder2 7B 4bit Parameters and Internals

Model Type 
text generation
Additional Notes 
This model was converted to MLX format from bigcode/starcoder2-7b.
LLM NameStarcoder2 7B 4bit
Repository 🤗https://huggingface.co/mlx-community/starcoder2-7b-4bit 
Model Size7b
Required VRAM4.4 GB
Updated2025-02-22
Maintainermlx-community
Model Typestarcoder2
Model Files  4.4 GB
Quantization Type4bit
Model ArchitectureStarcoder2ForCausalLM
Licensebigcode-openrail-m
Context Length16384
Model Max Length16384
Transformers Version4.39.0.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 mlx-community/starcoder2-7b-4bit.

Rank the Starcoder2 7B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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