Phi 4 8bit by mlx-community

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Phi 4 8bit is an open-source language model by mlx-community. Features: 4.1b LLM, VRAM: 15.6GB, Context: 16K, License: mit, Quantized, LLM Explorer Score: 0.17.

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Phi 4 8bit Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Phi 4 8bit Parameters and Internals

LLM NamePhi 4 8bit
Repository 🤗https://huggingface.co/mlx-community/phi-4-8bit 
Base Model(s)  Phi 4   microsoft/phi-4
Model Size4.1b
Required VRAM15.6 GB
Updated2026-05-19
Maintainermlx-community
Model Typephi3
Model Files  5.3 GB: 1-of-3   5.4 GB: 2-of-3   4.9 GB: 3-of-3
Supported Languagesen
Quantization Type8bit
Model ArchitecturePhi3ForCausalLM
Licensemit
Context Length16384
Model Max Length16384
Transformers Version4.47.0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size100352
Torch Data Typebfloat16

Best Alternatives to Phi 4 8bit

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Context / RAM
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Phi 4 Mini Instruct 8bit128K / 4.1 GB4146
Phi 4 Mini Instruct 6bit128K / 3.1 GB792
Phi 3.5 Mini Instruct 4bit128K / 2.1 GB19739
Numind NuExtract 1.5 MLX 8bit128K / 4.1 GB242
Phi 3.5 Mini Instruct 8bit128K / 4.1 GB1776
...m 128K Instruct 6.0bpw H6 EXL2128K / 10.7 GB1403
...m 128K Instruct 8.0bpw H8 EXL2128K / 13.4 GB974
...hi 3 Medium 128K Instruct 4bit128K / 7.8 GB552
...dium 128K Instruct 8 0bpw EXL2128K / 13.4 GB21
...m 128K Instruct 3.0bpw H6 EXL2128K / 5.6 GB50
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/phi-4-8bit.

Rank the Phi 4 8bit Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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Release v20260328a