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Gemma 2B by google

 »  All LLMs  »  google  »  Gemma 2B   URL Share it on

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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   Endpoints compatible   Gemma   Gguf   License:gemma   Quantized   Region:us   Safetensors   Sharded   Tensorflow

Gemma 2B Benchmarks

MMLU Pro: 4.06
GPQA: 0.67
MUSR: 7.56
BBH: 8.47
IFEval: 20.38 vs 88 (so35)-76.8%
ARC: 48.38 vs 96.7 (so35)-50%
HellaSwag: 71.77 vs 95.3 (gpt4)-24.7%
MMLU: 41.77 vs 88.3 (so35)-52.7%
TruthfulQA: 33.08 vs 59 (gpt4)-43.9%
WinoGrande: 66.3 vs 87.5 (gpt4)-24.2%
GSM8K: 16.91 vs 96.4 (so35)-82.5%
MATH Lvl 5: 2.72
LLME Score: 0.41391
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Gemma 2B Parameters and Internals

LLM NameGemma 2B
Repository 🤗https://huggingface.co/google/gemma-2b 
Base Model(s)  Google Gemma 2B 1719012541   richardkelly/google-gemma-2b-1719012541
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 (google/gemma-2b)

Quantized Models of the Gemma 2B

Model
Likes
Downloads
VRAM
Octopus V2 Gguf AWQ68971 GB
Gemma 2B GGUF64571 GB
Gemma 2B GGUF01591 GB
Physicsgemma2bAlpaca0102 GB

Best Alternatives to Gemma 2B

Best Alternatives
Context / RAM
Downloads
Likes
Gemma 2B It8K / 5.1 GB698937585
Gemma 2B It8K / 1.5 GB230
Gemma 2B It8K / 5.1 GB61
Octopus V2 GGUF8K / 1.2 GB12746
Gemma 2B T8K / 5.1 GB50
...mma 2b Sauerkraut Gguf Chunked8K / 0.1 GB600
Gemma 2B It Code8K / 5.1 GB120
Gemma 2B It Q8K / 1.6 GB41
G2ft V28K / 5 GB130
Gemma Reformat Text Finetune8K / 5.1 GB130
Note: green Score (e.g. "73.2") means that the model is better than google/gemma-2b.

Rank the Gemma 2B 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  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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