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Gemma System 9B by Gunulhona

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  Merged Model   Arxiv:2403.19522   Autotrain compatible Base model:anthracite-org/magn... Base model:gunulhona/gemma-ko-... Base model:insait-institute/bg... Base model:lemon07r/gemma-2-at... Base model:metin/gemma-2-9b-it... Base model:princeton-nlp/gemma... Base model:thedrummer/tiger-ge...   Conversational   Endpoints compatible   Gemma2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Gunulhona/Gemma-System-9B 

Gemma System 9B Benchmarks

LLME Score: 0.21034
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Gemma System 9B Parameters and Internals

LLM NameGemma System 9B
Repository 🤗https://huggingface.co/Gunulhona/Gemma-System-9B 
Base Model(s)  Gemma Ko Merge   Gemma 2 9B It SimPO   Gemma 2 9B It TR DPO V1   Magnum V3 9B Customgemma2   Gemma 2 Ataraxy 9B   Tiger Gemma 9B V3   INSAIT-Institute/BgGPT-Gemma-2-9B-IT-v1.0   Gunulhona/Gemma-Ko-Merge   princeton-nlp/gemma-2-9b-it-SimPO   Metin/Gemma-2-9b-it-TR-DPO-V1   anthracite-org/magnum-v3-9b-customgemma2   lemon07r/Gemma-2-Ataraxy-9B   TheDrummer/Tiger-Gemma-9B-v3   INSAIT-Institute/BgGPT-Gemma-2-9B-IT-v1.0
Merged ModelYes
Model Size9b
Required VRAM18.6 GB
Updated2025-06-09
MaintainerGunulhona
Model Typegemma2
Model Files  1.8 GB: 1-of-18   1.0 GB: 2-of-18   1.0 GB: 3-of-18   1.0 GB: 4-of-18   1.0 GB: 5-of-18   1.0 GB: 6-of-18   1.0 GB: 7-of-18   1.0 GB: 8-of-18   1.0 GB: 9-of-18   1.0 GB: 10-of-18   1.0 GB: 11-of-18   1.0 GB: 12-of-18   1.0 GB: 13-of-18   1.0 GB: 14-of-18   1.0 GB: 15-of-18   1.0 GB: 16-of-18   1.0 GB: 17-of-18   0.8 GB: 18-of-18
Model ArchitectureGemma2ForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.46.2
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typefloat16
Gemma System 9B (Gunulhona/Gemma-System-9B)

Best Alternatives to Gemma System 9B

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Context / RAM
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G2 GSHT 32K32K / 20.4 GB141
SystemGemma2 9B It32K / 18.6 GB241
Gemma 2 9B It SimPO8K / 18.6 GB19819165
Gemma 2 9B It8K / 18.6 GB262059710
Gemma 2 9B8K / 37.1 GB48252656
Darkest Muse V18K / 20.4 GB324878
...2 9B Cpt Sahabatai V1 Instruct8K / 18.6 GB296543
Magnolia V3 Gemma2 8K 9B8K / 18.6 GB7992
SILMA 9B Instruct V1.08K / 18.6 GB2186074
Gemma 2 Ataraxy V4d 9B8K / 20.4 GB91118
Note: green Score (e.g. "73.2") means that the model is better than Gunulhona/Gemma-System-9B.

Rank the Gemma System 9B Capabilities

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Instruction Following and Task Automation  
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