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AQUA 1B by KurmaAI

 »  All LLMs  »  KurmaAI  »  AQUA 1B   URL Share it on

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  Arxiv:2507.20520   Autotrain compatible Base model:finetune:google/gem... Base model:google/gemma-3-1b-i...   Conversational   En   Endpoints compatible   Gemma3 text   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/KurmaAI/AQUA-1B 

AQUA 1B Benchmarks

LLME Score: 0.26835
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
AQUA 1B (KurmaAI/AQUA-1B)
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AQUA 1B Parameters and Internals

LLM NameAQUA 1B
Repository 🤗https://huggingface.co/KurmaAI/AQUA-1B 
Base Model(s)  Gemma 3 1B It   google/gemma-3-1b-it
Model Size1b
Required VRAM2 GB
Updated2025-08-11
MaintainerKurmaAI
Model Typegemma3_text
Model Files  2.0 GB
Supported Languagesen
Model ArchitectureGemma3ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.52.4
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size262144
Torch Data Typebfloat16

Best Alternatives to AQUA 1B

Best Alternatives
Context / RAM
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Likes
Gemma 3 1B It32K / 2 GB2895680564
Gemma 3 1B Pt32K / 2 GB45855144
Gemma 3 1B It32K / 2 GB8866416
TigerLLM 1B It32K / 2 GB1720
...a 3 1B It Qat Int4 Unquantized32K / 2 GB20869
Gemma 3 1B Pt32K / 2 GB15644
CPT GEMMA 3 1B 332K / 2 GB150
Gemma 3 1B It ONNX32K /  GB106319
Gemma 3 1B It ICM DPO32K / 2 GB190
Gemma 3 1B Cpt DPO 070732K / 0 GB50
Note: green Score (e.g. "73.2") means that the model is better than KurmaAI/AQUA-1B.

Rank the AQUA 1B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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