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Gemma 2 Ifable 9B by ifable

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  Autotrain compatible   Conversational Dataset:jondurbin/gutenberg-dp...   Endpoints compatible   Gemma2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ifable/gemma-2-Ifable-9B 

Gemma 2 Ifable 9B Benchmarks

MMLU Pro: 35.85
GPQA: 12.19
MUSR: 8.52
BBH: 41.03
IFEval: 29.84 vs 88 (so35)-66.1%
MATH Lvl 5: 13.97
LLME Score: 0.26325
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma 2 Ifable 9B (ifable/gemma-2-Ifable-9B)
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Gemma 2 Ifable 9B Parameters and Internals

Training Details 
Data Sources:
Gutenberg, Proprietary creative writing dataset
Methodology:
SimPO
Hardware Used:
multi-GPU, 8 devices
LLM NameGemma 2 Ifable 9B
Repository 🤗https://huggingface.co/ifable/gemma-2-Ifable-9B 
Model Size9b
Required VRAM18.6 GB
Updated2025-07-24
Maintainerifable
Model Typegemma2
Model Files  4.9 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   3.7 GB: 4-of-4   0.0 GB
Model ArchitectureGemma2ForCausalLM
Licensegemma
Context Length8192
Model Max Length8192
Transformers Version4.43.4
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16

Best Alternatives to Gemma 2 Ifable 9B

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Context / RAM
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G2 GSHT 32K32K / 20.4 GB81
SystemGemma2 9B It32K / 18.6 GB152
Gemma 2 9B It SimPO8K / 18.6 GB21413169
Gemma 2 9B It8K / 18.6 GB107543720
Gemma 2 9B8K / 37.1 GB82495662
...2 9B Cpt Sahabatai V1 Instruct8K / 18.6 GB254644
Magnolia V3 Gemma2 8K 9B8K / 18.6 GB7723
SILMA 9B Instruct V1.08K / 18.6 GB2461975
Darkest Muse V18K / 20.4 GB93783
Fanar 1 9B Instruct8K / 17.7 GB496523
Note: green Score (e.g. "73.2") means that the model is better than ifable/gemma-2-Ifable-9B.

Rank the Gemma 2 Ifable 9B 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  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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