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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: 0.18337
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
Updated2024-12-22
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

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...struct 3B Spider 1500 Steps Q416K / 1.7 GB150
... Instruct 3B Spider 3500 Steps16K / 11.2 GB100
Stable Code 3B GPTQ16K / 1.8 GB210
Stable Code Instruct 3B AWQ16K / 1.8 GB170
Stablelm Zephyr 3B4K / 5.6 GB10181249
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 v20241217
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