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ATOMIS by KINS-ai

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ATOMIS is an open-source language model by KINS-ai. Features: 27b LLM, VRAM: 66GB, Context: 32K, License: gemma, LLM Explorer Score: 0.18.

  Arxiv:2310.10920   Arxiv:2408.01262 Base model:finetune:google/gem...   Base model:google/gemma-2-27b   Conversational   En   Endpoints compatible   Gemma-2   Gemma2   Kins-ai   Ko   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/KINS-ai/ATOMIS 

ATOMIS Benchmarks

LLME Score: 0.18014
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
ATOMIS (KINS-ai/ATOMIS)
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ATOMIS Parameters and Internals

LLM NameATOMIS
Repository 🤗https://huggingface.co/KINS-ai/ATOMIS 
Base Model(s)  Gemma 2 27B   google/gemma-2-27b
Model Size27b
Required VRAM66 GB
Updated2026-04-22
MaintainerKINS-ai
Model Typegemma2
Model Files  4.7 GB: 1-of-14   4.9 GB: 2-of-14   4.9 GB: 3-of-14   5.0 GB: 4-of-14   4.9 GB: 5-of-14   4.9 GB: 6-of-14   5.0 GB: 7-of-14   4.9 GB: 8-of-14   4.9 GB: 9-of-14   5.0 GB: 10-of-14   4.9 GB: 11-of-14   4.9 GB: 12-of-14   5.0 GB: 13-of-14   2.1 GB: 14-of-14
Supported Languagesen ko
Model ArchitectureGemma2ForCausalLM
Licensegemma
Context Length32768
Model Max Length32768
Transformers Version4.43.4
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16

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...izon AI Korean Avengers V3 27B8K / 54.8 GB100
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Gemma2Slerp3 27B8K / 54.8 GB60
Note: green Score (e.g. "73.2") means that the model is better than KINS-ai/ATOMIS.

Rank the ATOMIS Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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