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Gemma 2 27B It 8bit by mlx-community

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  8bit   Autotrain compatible   Conversational   Endpoints compatible   Gemma2   Mlx   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/gemma-2-27b-it-8bit 

Gemma 2 27B It 8bit Benchmarks

LLME Score: 0.19832
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma 2 27B It 8bit (mlx-community/gemma-2-27b-it-8bit)

Gemma 2 27B It 8bit Parameters and Internals

LLM NameGemma 2 27B It 8bit
Repository 🤗https://huggingface.co/mlx-community/gemma-2-27b-it-8bit 
Base Model(s)  Gemma 2 27B It FP8   nm-testing/gemma-2-27b-it-FP8
Model Size27b
Required VRAM28.8 GB
Updated2025-03-13
Maintainermlx-community
Model Typegemma2
Model Files  5.3 GB: 1-of-6   5.2 GB: 2-of-6   5.2 GB: 3-of-6   5.3 GB: 4-of-6   5.2 GB: 5-of-6   2.6 GB: 6-of-6
Quantization Type8bit
Model ArchitectureGemma2ForCausalLM
Licensegemma
Context Length8192
Model Max Length8192
Transformers Version4.42.0.dev0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16

Best Alternatives to Gemma 2 27B It 8bit

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Context / RAM
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Gemma2 Mixed Therapy Ft8K / 15.8 GB342
Gemma 2 27B It Bnb 4bit8K / 15.8 GB415912
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Gemma 2 27B It 4bit8K / 15.3 GB19338
GEMMA2 27B NLI 16bit8K / 54.7 GB120
Gemma 2 27B It 4bit8K / 15.8 GB403
Gemma 2 27B 8bit8K / 28.8 GB342
Gemma 2 27B 4bit8K / 15.3 GB340
ATOMIS32K / 66 GB7556
SystemGemma2 27B It32K / 54.7 GB873
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/gemma-2-27b-it-8bit.

Rank the Gemma 2 27B It 8bit Capabilities

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Release v20241227
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