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Bonsai 8B Mlx 1bit by prism-ml

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Bonsai 8B Mlx 1bit is an open-source language model by prism-ml. Features: 8b LLM, VRAM: 1.3GB, Context: 64K, License: apache-2.0, Quantized, LLM Explorer Score: 0.47.

  1-bit   1bit   Apple-silicon   Bonsai   Conversational   Mlx   Mlx-swift   On-device   Prismml   Quantized   Qwen3   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/prism-ml/Bonsai-8B-mlx-1bit 

Bonsai 8B Mlx 1bit Benchmarks

LLME Score: 0.46755
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Bonsai 8B Mlx 1bit (prism-ml/Bonsai-8B-mlx-1bit)
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Bonsai 8B Mlx 1bit Parameters and Internals

LLM NameBonsai 8B Mlx 1bit
Repository 🤗https://huggingface.co/prism-ml/Bonsai-8B-mlx-1bit 
Model Size8b
Required VRAM1.3 GB
Updated2026-04-02
Maintainerprism-ml
Model Typeqwen3
Model Files  1.3 GB
Quantization Type1bit
Model ArchitectureQwen3ForCausalLM
Licenseapache-2.0
Context Length65536
Model Max Length65536
Transformers Version4.57.6
Padding Token<|endoftext|>
Vocabulary Size151669
Errorsreplace

Best Alternatives to Bonsai 8B Mlx 1bit

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...0528 Qwen3 8B Unsloth Bnb 4bit128K / 7.5 GB586613
DeepSeek R1 0528 Qwen3 8B 4bit128K / 4.6 GB9504
...Seek R1 0528 Qwen3 8B Bnb 4bit128K / 6.1 GB35210
Qwen3 8B LQA 14e Full128K / 16.4 GB60
...Seek R1 0528 Qwen3 8B 4bit DWQ128K / 4.6 GB1748
...0528 Qwen3 8B Unsloth Bnb 4bit128K / 16.4 GB50
Annie Lite V0.2.9 Qwen3 8B80K / 16.4 GB90
Qwen3 8B Unsloth Bnb 4bit40K / 7.5 GB11014518
Qwen3 8B Bnb 4bit40K / 6.1 GB363749
Qwen3 8B 4bit40K / 4.6 GB298837

Rank the Bonsai 8B 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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