Laguna XS.2 4bit by mlx-community

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Laguna XS.2 4bit is an open-source language model by mlx-community. Features: 33.4b LLM, VRAM: 18.9GB, Context: 128K, License: apache-2.0, Quantized.

  4-bit   4bit Base model:poolside/laguna-xs.... Base model:quantized:poolside/...   Conversational   Custom code   Laguna   Laguna-xs.2   Mlx   Quantized   Region:us   Safetensors   Sharded   Tensorflow

Laguna XS.2 4bit Parameters and Internals

LLM NameLaguna XS.2 4bit
Repository 🤗https://huggingface.co/mlx-community/Laguna-XS.2-4bit 
Base Model(s)  poolside/Laguna-XS.2   poolside/Laguna-XS.2
Model Size33.4b
Required VRAM18.9 GB
Updated2026-05-03
Maintainermlx-community
Model Typelaguna
Model Files  5.2 GB: 1-of-4   5.4 GB: 2-of-4   5.3 GB: 3-of-4   3.0 GB: 4-of-4
Quantization Type4bit
Model ArchitectureLagunaForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Tokenizer ClassTokenizersBackend
Padding Token〈|PAD|〉
Vocabulary Size100352
Torch Data Typebfloat16

Best Alternatives to Laguna XS.2 4bit

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Context / RAM
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Laguna XS.2128K / 66.6 GB15125
Laguna XS.2 Mxfp8128K / 34.3 GB4202
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Laguna-XS.2-4bit.

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Instruction Following and Task Automation  
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Release v20260328a