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Gemma 2B It by google

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  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   License:gemma   Quantized   Region:us   Safetensors   Sharded   Tensorflow

Gemma 2B It Benchmarks

LMSys ELO: 989 vs 1272 (so35)-22.2%
MMLU Pro: 3.92
GPQA: 3.8
MUSR: 3.03
BBH: 5.21
IFEval: 26.9 vs 88 (so35)-69.4%
ARC: 43.94 vs 96.7 (so35)-54.6%
HellaSwag: 62.7 vs 95.3 (gpt4)-34.2%
MMLU: 37.65 vs 88.3 (so35)-57.4%
TruthfulQA: 45.82 vs 59 (gpt4)-22.3%
WinoGrande: 60.93 vs 87.5 (gpt4)-30.4%
GSM8K: 5.46 vs 96.4 (so35)-94.3%
MATH Lvl 5: 0.45
LLME Score: 0.48623
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 Parameters and Internals

LLM NameGemma 2B It
Repository 🤗https://huggingface.co/google/gemma-2b-it 
Base Model(s)  Gemma 2B Tr   Metin/gemma-2b-tr
Model Size2b
Required VRAM5.1 GB
Updated2024-07-15
Maintainergoogle
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
Licensegemma
Context Length8192
Model Max Length8192
Transformers Version4.38.0.dev0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16
Gemma 2B It (google/gemma-2b-it)

Quantized Models of the Gemma 2B It

Model
Likes
Downloads
VRAM
Gemma 2B It GGUF45840 GB
Gemma 2B It GGUF93821 GB
...ummarization T4 4bit Notmerged01470 GB
Gemma 2B It GGUF0511 GB
Gemma 2B DPO Uncensored 4bit5765 GB

Best Alternatives to Gemma 2B It

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Context / RAM
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Gemma 2B8K / 5.1 GB244359798
Gemma 2B It8K / 1.5 GB60
Gemma 2B It8K / 5.1 GB11
Gemma 2B T8K / 5.1 GB50
Gemma 2B It Code8K / 5.1 GB110
...mma 2b Sauerkraut Gguf Chunked8K / 0.1 GB560
Gemma 2B It Q8K / 1.6 GB51
Octopus V2 GGUF8K / 1.2 GB5706
G2ft V28K / 5 GB90
Gemma Reformat Text Finetune8K / 5.1 GB130

Rank the Gemma 2B It Capabilities

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Instruction Following and Task Automation  
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Release v2024072803
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