Gemma 3 270M It Bnb 4bit is an open-source language model by unsloth. Features: 270m LLM, VRAM: 0.4GB, Context: 32K, License: gemma, Quantized, LLM Explorer Score: 0.23.
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 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
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Gemma 3 270M It Bnb 4bit Parameters and Internals
| LLM Name | Gemma 3 270M It Bnb 4bit |
| Repository 🤗 | https://huggingface.co/unsloth/gemma-3-270m-it-bnb-4bit |
| Base Model(s) | |
| Model Size | 270m |
| Required VRAM | 0.4 GB |
| Updated | 2026-04-16 |
| Maintainer | unsloth |
| Model Type | gemma3_text |
| Model Files | |
| Quantization Type | 4bit |
| Model Architecture | Gemma3ForCausalLM |
| License | gemma |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.55.2 |
| Tokenizer Class | GemmaTokenizer |
| Padding Token | <pad> |
| Vocabulary Size | 262144 |
| Torch Data Type | bfloat16 |
Best Alternatives to Gemma 3 270M It Bnb 4bit
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Episodic Lora Grpo2b Merged | 32K / 0.5 GB | 695 | 0 |
| Raga Radar V2 | 32K / 0.9 GB | 1363 | 0 |
| Episodic Lora Grpo2 Merged | 32K / 0.5 GB | 658 | 0 |
| ...gemma 270M It Unsloth Bnb 4bit | 32K / 0.4 GB | 5036 | 2 |
| Episodic Lora Merged | 32K / 0.5 GB | 143 | 0 |
| Gemma 3 270M It MLX 8bit | 32K / 0.5 GB | 24387 | 2 |
| ...mma 3 270M It Unsloth Bnb 4bit | 32K / 0.4 GB | 16418 | 5 |
| Gemma 3 270M It 8bit | 32K / 0.5 GB | 3333 | 2 |
| Gemma 3 270M Unsloth Bnb 4bit | 32K / 0.4 GB | 2085 | 2 |
| Gemma 3 270M It 4bit | 32K / 0.2 GB | 2015 | 10 |
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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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a