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Stable Code 3B 4bit by mlx-community

 »  All LLMs  »  mlx-community  »  Stable Code 3B 4bit   URL Share it on

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  4bit   Autotrain compatible   Code   Dataset:bigcode/commitpackft   Dataset:bigcode/starcoderdata Dataset:bigcode/the-stack-gith... Dataset:eleutherai/proof-pile-...   Dataset:meta-math/metamathqa Dataset:tiiuae/falcon-refinedw...   En   Endpoints compatible   Mlx   Model-index   Quantized   Region:us   Safetensors   Stablelm
Model Card on HF 🤗: https://huggingface.co/mlx-community/stable-code-3b-4bit 

Stable Code 3B 4bit Benchmarks

LLME Score: 0.16799
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Stable Code 3B 4bit (mlx-community/stable-code-3b-4bit)

Stable Code 3B 4bit Parameters and Internals

Model Type 
causal-lm, code
Additional Notes 
This model was converted to MLX format, refer to the original model card for more details.
Supported Languages 
en (high)
LLM NameStable Code 3B 4bit
Repository 🤗https://huggingface.co/mlx-community/stable-code-3b-4bit 
Model Size3b
Required VRAM1.8 GB
Updated2025-03-25
Maintainermlx-community
Model Typestablelm
Model Files  1.8 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureStableLmForCausalLM
Licenseother
Context Length16384
Model Max Length16384
Transformers Version4.38.2
Vocabulary Size50304
Torch Data Typebfloat16

Best Alternatives to Stable Code 3B 4bit

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...t 3B Mix Spider Bird 200 Steps16K / 5.6 GB90
...struct 3B Spider 1500 Steps Q416K / 1.7 GB80
... Instruct 3B Spider 3500 Steps16K / 11.2 GB70
Stable Code 3B GPTQ16K / 1.8 GB90
Stable Code Instruct 3B AWQ16K / 1.8 GB80
Stablelm Zephyr 3B4K / 5.6 GB13106254
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/stable-code-3b-4bit.

Rank the Stable Code 3B 4bit 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 v20241227
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