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Gemma 3 270M It Qat MLX 4bit by lmstudio-community

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Model Card on HF 🤗: https://huggingface.co/lmstudio-community/gemma-3-270m-it-qat-MLX-4bit 

Gemma 3 270M It Qat MLX 4bit Benchmarks

LLME Score: 0.34011
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma 3 270M It Qat MLX 4bit (lmstudio-community/gemma-3-270m-it-qat-MLX-4bit)
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Gemma 3 270M It Qat MLX 4bit Parameters and Internals

LLM NameGemma 3 270M It Qat MLX 4bit
Repository 🤗https://huggingface.co/lmstudio-community/gemma-3-270m-it-qat-MLX-4bit 
Base Model(s)  ...3 270M It Qat Q4 0 Unquantized   google/gemma-3-270m-it-qat-q4_0-unquantized
Model Size270m
Required VRAM0.2 GB
Updated2025-08-17
Maintainerlmstudio-community
Model Typegemma3_text
Model Files  0.2 GB
Quantization Typeq4|q4_0|4bit
Model ArchitectureGemma3ForCausalLM
Licensegemma
Context Length32768
Model Max Length32768
Transformers Version4.55.0.dev0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size262144
Torch Data Typebfloat16

Best Alternatives to Gemma 3 270M It Qat MLX 4bit

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Gemma 3 270M It MLX 8bit32K / 0.5 GB14612
Gemma 3 270M It 4bit32K / 0.2 GB1764
Gemma 3 270M It Bnb 4bit32K / 0.4 GB1102
...3 270M It Qat Q4 0 Unquantized32K / 0.5 GB459
...mma 3 270M It Unsloth Bnb 4bit32K / 0.4 GB950
...ma 3 270M Qat Q4 0 Unquantized32K / 0.5 GB297
Gemma 3 270M32K / 0.5 GB2921290
Gemma 3 270M It32K / 0.5 GB5018210
Gemma 3 270M It32K / 0.5 GB14885
Gemma 3 270M It MLX Bf1632K / 0.9 GB6732
Note: green Score (e.g. "73.2") means that the model is better than lmstudio-community/gemma-3-270m-it-qat-MLX-4bit.

Rank the Gemma 3 270M It Qat MLX 4bit 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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Release v20241124
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