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Codegemma 2B by google

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  Autotrain compatible   Endpoints compatible   Gemma   Region:us   Safetensors   Sharded   Tensorflow

Codegemma 2B Benchmarks

ARC: 25.68 vs 96.7 (so35)-73.4%
HellaSwag: 39.63 vs 95.3 (gpt4)-58.4%
MMLU: 28.32 vs 88.3 (so35)-67.9%
TruthfulQA: 41.22 vs 59 (gpt4)-30.1%
WinoGrande: 53.67 vs 87.5 (gpt4)-38.7%
GSM8K: 4.62 vs 96.4 (so35)-95.2%
HumanEvalA: 18.95
Python Eva: 27.28 vs 92 (so35)-70.3%
Java Eval: 24.71
Javascript: 29.94
CPP Eval: 29.33
PHP Eval: 28.76
Julia Eval: 0.01
D Eval: 9.54
Lua Eval: 25.23
R Eval: 10.71
Racket Eva: 8.77
Rust Eval: 26.81
Swift Eval: 6.3
LLME Score: 0.30854
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Codegemma 2B Parameters and Internals

LLM NameCodegemma 2B
Repository 🤗https://huggingface.co/google/codegemma-2b 
Model Size2b
Required VRAM5.1 GB
Updated2024-09-07
Maintainergoogle
Model Typegemma
Model Files  5.0 GB: 1-of-2   0.1 GB: 2-of-2
Model ArchitectureGemmaForCausalLM
Licensegemma
Context Length8192
Model Max Length8192
Transformers Version4.39.3
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16
Codegemma 2B (google/codegemma-2b)

Quantized Models of the Codegemma 2B

Model
Likes
Downloads
VRAM
Codegemma 2B GGUF04581 GB
... Codegemma 2B AWQ 4bit Smashed083 GB

Best Alternatives to Codegemma 2B

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Context / RAM
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Gemma 1.1 2B It8K / 5.1 GB54841131
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Gemma 2B Ko V08K / 5 GB20600
2B Or Not 2B8K / 5.1 GB9220
Gemma 2B Ko Dev Pbmt1928K / 5 GB21411
Nidum Limitless Gemma 2B8K / 10 GB1464
Gemma 2B Data Std8K / 5.1 GB20681
LION Gemma 2B Sft V1.08K / 5.1 GB150
Note: green Score (e.g. "73.2") means that the model is better than google/codegemma-2b.

Rank the Codegemma 2B Capabilities

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