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Bonsai 4B Mlx 1bit by prism-ml

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Bonsai 4B Mlx 1bit is an open-source language model by prism-ml. Features: 4b LLM, VRAM: 0.6GB, Context: 32K, License: apache-2.0, Quantized, LLM Explorer Score: 0.38.

  1-bit   1bit   Apple-silicon   Bonsai   Conversational   Mlx   On-device   Prismml   Quantized   Qwen3   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/prism-ml/Bonsai-4B-mlx-1bit 

Bonsai 4B Mlx 1bit Benchmarks

LLME Score: 0.38139
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Bonsai 4B Mlx 1bit (prism-ml/Bonsai-4B-mlx-1bit)
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Bonsai 4B Mlx 1bit Parameters and Internals

LLM NameBonsai 4B Mlx 1bit
Repository 🤗https://huggingface.co/prism-ml/Bonsai-4B-mlx-1bit 
Model Size4b
Required VRAM0.6 GB
Updated2026-04-02
Maintainerprism-ml
Model Typeqwen3
Model Files  0.6 GB
Quantization Type1bit
Model ArchitectureQwen3ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.57.6
Padding Token<|endoftext|>
Vocabulary Size151669
Errorsreplace

Best Alternatives to Bonsai 4B Mlx 1bit

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Qwen3 4B Self Thinking 16bit256K / 8.1 GB6580
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...wen3 4B Thinking 2507 MLX 8bit256K / 4.3 GB741537
Fact Extractor Dev 1b256K / 8.1 GB2350
Jan V3 4B Base Instruct 4bit256K / 2.3 GB7502
...Thinking 2507 Unsloth Bnb 4bit256K / 3.5 GB149042
...wen3 4B Instruct 2507 Bnb 4bit256K / 2.6 GB60914
Qwen3 4B Thinking 2507 4bit256K / 2.3 GB41592
Jan V3 4B Base Instruct 8bit256K / 4.3 GB733

Rank the Bonsai 4B Mlx 1bit 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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