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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

Stable Code 3B 4bit Benchmarks

LLME Score: 0.20132
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 Parameters and Internals

LLM NameStable Code 3B 4bit
Repository 🤗https://huggingface.co/mlx-community/stable-code-3b-4bit 
Model Size3b
Required VRAM1.8 GB
Updated2024-09-19
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
Stable Code 3B 4bit (mlx-community/stable-code-3b-4bit)

Best Alternatives to Stable Code 3B 4bit

Best Alternatives
Context / RAM
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Likes
Stable Code Instruct 3B 4bit16K / 1.8 GB65
Stable Code 3B16K / 5.6 GB5219629
Stable Cypher Instruct 3B16K / 1.7 GB58516
Stable Code Instruct 3B16K / 5.6 GB1021166
...t 3B Mix Spider Bird 200 Steps16K / 5.6 GB60
...struct 3B Spider 1500 Steps Q416K / 1.7 GB160
... Instruct 3B Spider 3500 Steps16K / 11.2 GB50
Stable Code Instruct 3B AWQ16K / 1.8 GB100
Stable Code 3B GPTQ16K / 1.8 GB60
Stablelm 3B 4e1t4K / 5.6 GB115485306
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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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