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Gemma 2B It by muhammadfiaz

 »  All LLMs  »  muhammadfiaz  »  Gemma 2B It   URL Share it on

  19   
  Arxiv:1705.03551   Arxiv:1804.06876   Arxiv:1804.09301   Arxiv:1809.02789   Arxiv:1811.00937   Arxiv:1904.09728   Arxiv:1905.07830   Arxiv:1905.10044   Arxiv:1907.10641   Arxiv:1911.01547   Arxiv:1911.11641   Arxiv:2009.03300   Arxiv:2009.11462   Arxiv:2101.11718   Arxiv:2107.03374   Arxiv:2108.07732   Arxiv:2109.07958   Arxiv:2110.08193   Arxiv:2110.14168   Arxiv:2203.09509   Arxiv:2206.04615   Arxiv:2304.06364   Arxiv:2312.11805   Autotrain compatible   Conversational   Endpoints compatible   Gemma   Gguf   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/muhammadfiaz/gemma-2b-it 

Gemma 2B It Benchmarks

ARC: 43.94 vs 96.7 (so35)-54.6%
HellaSwag: 62.71 vs 95.3 (gpt4)-34.2%
MMLU: 37.68 vs 88.3 (so35)-57.3%
TruthfulQA: 45.85 vs 59 (gpt4)-22.3%
WinoGrande: 61.01 vs 87.5 (gpt4)-30.3%
GSM8K: 5.46 vs 96.4 (so35)-94.3%
LLME Score: 0.22213
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma 2B It (muhammadfiaz/gemma-2b-it)

Gemma 2B It Parameters and Internals

LLM NameGemma 2B It
Repository 🤗https://huggingface.co/muhammadfiaz/gemma-2b-it 
Base Model(s)  Gemma 2B Tr   Metin/gemma-2b-tr
Model Size2b
Required VRAM5.1 GB
Updated2024-12-22
Maintainermuhammadfiaz
Model Typegemma
Model Files  10.0 GB   5.0 GB: 1-of-2   0.1 GB: 2-of-2
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureGemmaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.38.0.dev0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than muhammadfiaz/gemma-2b-it.

Rank the Gemma 2B It Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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