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Gemma 3 270M It Bnb 4bit by unsloth

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  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   4-bit   4bit   Autotrain compatible Base model:google/gemma-3-270m... Base model:quantized:google/ge...   Bitsandbytes   Conversational   Endpoints compatible   Gemma   Gemma3   Gemma3 text   Google   Quantized   Region:us   Safetensors   Unsloth
Model Card on HF 🤗: https://huggingface.co/unsloth/gemma-3-270m-it-bnb-4bit 

Gemma 3 270M It Bnb 4bit Benchmarks

LLME Score: 0.29382
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 Bnb 4bit (unsloth/gemma-3-270m-it-bnb-4bit)
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Gemma 3 270M It Bnb 4bit Parameters and Internals

LLM NameGemma 3 270M It Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/gemma-3-270m-it-bnb-4bit 
Base Model(s)  Gemma 3 270M It   google/gemma-3-270m-it
Model Size270m
Required VRAM0.4 GB
Updated2025-10-08
Maintainerunsloth
Model Typegemma3_text
Model Files  0.4 GB
Quantization Type4bit
Model ArchitectureGemma3ForCausalLM
Licensegemma
Context Length32768
Model Max Length32768
Transformers Version4.55.2
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 unsloth/gemma-3-270m-it-bnb-4bit.

Rank the Gemma 3 270M It Bnb 4bit Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Text Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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