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Medgemma 27B Text It 8bit by mlx-community

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Medgemma 27B Text It 8bit is an open-source language model by mlx-community. Features: 27b LLM, VRAM: 30.3GB, Context: 128K, License: other, Quantized, LLM Explorer Score: 0.2.

  8-bit   8bit Base model:google/medgemma-27b... Base model:quantized:google/me...   Clinical-reasoning   Conversational   Gemma3 text   Medical   Mlx   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Thinking
Model Card on HF 🤗: https://huggingface.co/mlx-community/medgemma-27b-text-it-8bit 

Medgemma 27B Text It 8bit Benchmarks

LLME Score: 0.19651
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Medgemma 27B Text It 8bit (mlx-community/medgemma-27b-text-it-8bit)
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Medgemma 27B Text It 8bit Parameters and Internals

LLM NameMedgemma 27B Text It 8bit
Repository 🤗https://huggingface.co/mlx-community/medgemma-27b-text-it-8bit 
Base Model(s)  google/medgemma-27b-text-it   google/medgemma-27b-text-it
Model Size27b
Required VRAM30.3 GB
Updated2026-04-20
Maintainermlx-community
Model Typegemma3_text
Model Files  5.3 GB: 1-of-6   5.3 GB: 2-of-6   5.3 GB: 3-of-6   5.3 GB: 4-of-6   5.3 GB: 5-of-6   3.8 GB: 6-of-6
Quantization Type8bit
Model ArchitectureGemma3ForCausalLM
Licenseother
Context Length131072
Model Max Length131072
Transformers Version4.52.0.dev0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size262144
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than mlx-community/medgemma-27b-text-it-8bit.

Rank the Medgemma 27B Text It 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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