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Gemma 3 270M It Qat Q4 0 Unquantized by google

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Gemma 3 270M It Qat Q4 0 Unquantized is an open-source language model by google. Features: 270m LLM, VRAM: 0.5GB, Context: 32K, License: gemma, Quantized, LLM Explorer Score: 0.22.

  Arxiv:1705.03551   Arxiv:1810.12440   Arxiv:1903.00161   Arxiv:1904.09728   Arxiv:1905.07830   Arxiv:1905.10044   Arxiv:1907.10641   Arxiv:1908.02660   Arxiv:1910.11856   Arxiv:1911.01547   Arxiv:1911.11641   Arxiv:2009.03300   Arxiv:2103.03874   Arxiv:2104.12756   Arxiv:2106.03193   Arxiv:2107.03374   Arxiv:2108.07732   Arxiv:2110.14168   Arxiv:2203.10244   Arxiv:2210.03057   Arxiv:2304.06364   Arxiv:2305.03111   Arxiv:2310.02255   Arxiv:2311.07911   Arxiv:2311.12022   Arxiv:2311.16502   Arxiv:2312.11805   Arxiv:2403.07974   Arxiv:2404.12390   Arxiv:2404.16816   Arxiv:2405.04520   Arxiv:2411.04368   Arxiv:2502.12404   Arxiv:2502.21228   Arxiv:2503.19786 Base model:finetune:google/gem... Base model:google/gemma-3-270m...   Conversational   Endpoints compatible   Gemma   Gemma3   Gemma3 text   Google   Q4   Q4 0   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/google/gemma-3-270m-it-qat-q4_0-unquantized 

Gemma 3 270M It Qat Q4 0 Unquantized Benchmarks

LLME Score: 0.21932
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 Q4 0 Unquantized (google/gemma-3-270m-it-qat-q4_0-unquantized)
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Gemma 3 270M It Qat Q4 0 Unquantized Parameters and Internals

LLM NameGemma 3 270M It Qat Q4 0 Unquantized
Repository 🤗https://huggingface.co/google/gemma-3-270m-it-qat-q4_0-unquantized 
Base Model(s)  Gemma 3 270M It   google/gemma-3-270m-it
Model Size270m
Required VRAM0.5 GB
Updated2026-04-20
Maintainergoogle
Model Typegemma3_text
Model Files  0.5 GB
Quantization Typeq4|q4_0
Model ArchitectureGemma3ForCausalLM
Licensegemma
Context Length32768
Model Max Length32768
Transformers Version4.55.0.dev0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size262144
Torch Data Typebfloat16

Quantized Models of the Gemma 3 270M It Qat Q4 0 Unquantized

Model
Likes
Downloads
VRAM
Gemma 3 270M It Qat315760 GB
Gemma 3 270M It Qat MLX 4bit310180 GB

Best Alternatives to Gemma 3 270M It Qat Q4 0 Unquantized

Best Alternatives
Context / RAM
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Likes
Episodic Lora Grpo2b Merged32K / 0.5 GB6950
Raga Radar V232K / 0.9 GB13630
Episodic Lora Grpo2 Merged32K / 0.5 GB6580
...gemma 270M It Unsloth Bnb 4bit32K / 0.4 GB50362
Episodic Lora Merged32K / 0.5 GB1430
Gemma 3 270M It MLX 8bit32K / 0.5 GB243872
...mma 3 270M It Unsloth Bnb 4bit32K / 0.4 GB164185
Gemma 3 270M It 8bit32K / 0.5 GB33332
Gemma 3 270M Unsloth Bnb 4bit32K / 0.4 GB20852
Gemma 3 270M It 4bit32K / 0.2 GB201510
Note: green Score (e.g. "73.2") means that the model is better than google/gemma-3-270m-it-qat-q4_0-unquantized.

Rank the Gemma 3 270M It Qat Q4 0 Unquantized 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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