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Laguna S 2.1 OptiQ 2bit by mlx-community

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Laguna S 2.1 OptiQ 2bit is an open-source language model by mlx-community. Features: 117.6b LLM, VRAM: 44.2GB, Context: 1024K, License: openmdw-1.1, Quantized, LLM Explorer Score: 0.31.

  2bit   4-bit   Apple-silicon Base model:poolside/laguna-s-2... Base model:quantized:poolside/...   Conversational   Custom code   Laguna   Laguna-s-2.1   Mixed-precision   Mlx   Moe   Optiq   Quantized   Region:us   Safetensors   Sharded   Ssd-streaming   Static   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/Laguna-S-2.1-OptiQ-2bit 

Laguna S 2.1 OptiQ 2bit Benchmarks

LLME Score: 0.3107
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Laguna S 2.1 OptiQ 2bit (mlx-community/Laguna-S-2.1-OptiQ-2bit)

Laguna S 2.1 OptiQ 2bit Parameters and Internals

LLM NameLaguna S 2.1 OptiQ 2bit
Repository 🤗https://huggingface.co/mlx-community/Laguna-S-2.1-OptiQ-2bit 
Base Model(s)  poolside/Laguna-S-2.1   poolside/Laguna-S-2.1
Model Size117.6b
Required VRAM44.2 GB
Updated2026-08-01
Maintainermlx-community
Model Typelaguna
Model Files  5.3 GB: 1-of-9   5.2 GB: 2-of-9   5.3 GB: 3-of-9   5.3 GB: 4-of-9   5.3 GB: 5-of-9   5.3 GB: 6-of-9   5.4 GB: 7-of-9   5.1 GB: 8-of-9   2.0 GB: 9-of-9
Quantization Type2bit
Model ArchitectureLagunaForCausalLM
Licenseopenmdw-1.1
Context Length1048576
Model Max Length1048576
Tokenizer ClassTokenizersBackend
Padding Token〈|PAD|〉
Vocabulary Size100352
Torch Data Typebfloat16

Best Alternatives to Laguna S 2.1 OptiQ 2bit

Best Alternatives
Context / RAM
Downloads
Likes
Laguna S 2.1 MLX 4bit1024K / 65.8 GB4933
Laguna S 2.1 MLX 6bit1024K / 95.4 GB4572
Laguna S 2.11024K / 214.2 GB56445708
Laguna S 2.11024K / 214.2 GB404
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Laguna-S-2.1-OptiQ-2bit.

Rank the Laguna S 2.1 OptiQ 2bit Capabilities

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Instruction Following and Task Automation  
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