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Inkling Mlx 4bit by mlx-community

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Inkling Mlx 4bit is an open-source language model by mlx-community. Features: 164.3b LLM, VRAM: 391.9GB, License: apache-2.0, Quantized, LLM Explorer Score: 0.34.

  4bit Base model:finetune:thinkingma... Base model:thinkingmachines/in...   Conversational   Inkling   Inkling mm model   Mlx   Moe   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/Inkling-mlx-4bit 

Inkling Mlx 4bit Benchmarks

LLME Score: 0.34321
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Inkling Mlx 4bit (mlx-community/Inkling-mlx-4bit)
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Inkling Mlx 4bit Parameters and Internals

LLM NameInkling Mlx 4bit
Repository 🤗https://huggingface.co/mlx-community/Inkling-mlx-4bit 
Base Model(s)  thinkingmachines/Inkling   thinkingmachines/Inkling
Model Size164.3b
Required VRAM391.9 GB
Updated2026-07-19
Maintainermlx-community
Model Typeinkling_mm_model
Model Files  5.0 GB: 1-of-66   5.2 GB: 2-of-66   8.3 GB: 3-of-66   8.7 GB: 4-of-66   8.7 GB: 5-of-66   8.7 GB: 6-of-66   8.7 GB: 7-of-66   8.7 GB: 8-of-66   8.6 GB: 9-of-66   8.7 GB: 10-of-66   8.7 GB: 11-of-66   8.7 GB: 12-of-66   8.7 GB: 13-of-66   8.7 GB: 14-of-66   8.7 GB: 15-of-66   8.6 GB: 16-of-66   8.7 GB: 17-of-66   8.7 GB: 18-of-66   8.7 GB: 19-of-66   8.7 GB: 20-of-66   8.7 GB: 21-of-66   8.6 GB: 22-of-66   8.7 GB: 23-of-66   8.7 GB: 24-of-66   8.7 GB: 25-of-66   8.7 GB: 26-of-66   8.7 GB: 27-of-66   8.7 GB: 28-of-66   8.6 GB: 29-of-66   8.7 GB: 30-of-66   8.7 GB: 31-of-66   8.7 GB: 32-of-66   8.7 GB: 33-of-66   8.7 GB: 34-of-66   8.7 GB: 35-of-66   8.6 GB: 36-of-66   8.7 GB: 37-of-66   8.7 GB: 38-of-66   8.7 GB: 39-of-66   8.7 GB: 40-of-66   8.7 GB: 41-of-66   8.6 GB: 42-of-66   8.7 GB: 43-of-66   8.7 GB: 44-of-66   8.6 GB: 45-of-66   8.7 GB: 46-of-66
Quantization Type4bit
Model ArchitectureInklingForConditionalGeneration
Licenseapache-2.0

Rank the Inkling Mlx 4bit Capabilities

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Instruction Following and Task Automation  
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Release v20260328a
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