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Gemma 2B Coder by MAISAAI

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  Autotrain compatible   Code   Coding Dataset:huggingfaceh4/codealpa...   Doi:10.57967/hf/2208   Endpoints compatible   Gemma   Generated from trainer   Region:us   Safetensors   Sharded   Tensorflow

Gemma 2B Coder Benchmarks

ARC: 48.98-49.1%
HellaSwag: 71.43-25%
MMLU: 37.02-57.2%
TruthfulQA: 33.54-43.2%
WinoGrande: 66.85-23.6%
GSM8K: 16.07-82.5%
nn.n% — How the model compares to the GPT-4.

Gemma 2B Coder Parameters and Internals

LLM NameGemma 2B Coder
RepositoryOpen on 🤗 
Model Size2b
Required VRAM5.1 GB
Updated2024-07-26
MaintainerMAISAAI
Model Typegemma
Model Files  5.0 GB: 1-of-2   0.1 GB: 2-of-2
Supported Languagescode
Model ArchitectureGemmaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.38.0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16
Gemma 2B Coder (MAISAAI/gemma-2b-coder)

Quantized Models of the Gemma 2B Coder

Model
Likes
Downloads
VRAM
Gemma 2B It Code0105 GB

Best Alternatives to Gemma 2B Coder

Best Alternatives
HF Rank
Context/RAM
Downloads
Likes
Gemma 1.1 2B It0.48K / 5.1 GB54841131
Octopus V20.48K / 5.1 GB1725838
Gemma 2B 10M0.38K / 10 GB308212
Codegemma 2B0.38K / 5.1 GB258963
Gemma Ko 1.1 2B It0.38K / 5.1 GB20221
EMO 2B0.38K / 5.1 GB34551
Gemma 2B Ko V00.38K / 5 GB20000
Gemma 2B Ko Dev Pbmt1920.38K / 5 GB24691
Gemma 2B Data Std0.38K / 5.1 GB20091
Gemma 2B Orpo0.38K / 5.1 GB69227
Note: green Score (e.g. "73.2") means that the model is better than MAISAAI/gemma-2b-coder.

Rank the Gemma 2B Coder Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v2024072501
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