Gemma Az by OnlyCheeini

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  4-bit   4bit   Autotrain compatible Base model:unsloth/gemma-7b-bn...   Bitsandbytes   Conversational Dataset:omar07ibrahim/alpaca-c...   En   Endpoints compatible   Gemma   License:apache-2.0   Quantized   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth

Gemma Az Parameters and Internals

LLM NameGemma Az
RepositoryOpen on ๐Ÿค— 
Base Model(s)  Gemma 7B Bnb 4bit   unsloth/gemma-7b-bnb-4bit
Model Size7b
Required VRAM5.6 GB
Updated2024-07-21
MaintainerOnlyCheeini
Model Typegemma
Model Files  5.0 GB: 1-of-2   0.6 GB: 2-of-2
Supported Languagesen
Quantization Type4bit
Model ArchitectureGemmaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.38.2
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typefloat16
Gemma Az (OnlyCheeini/gemma-az)

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Fbt Gemma 7B Inst0.38K / 17.1 GB3750
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Diff Codegemma 7B0.38K / 17.1 GB200
Gemma 1.1 7B It Bnb 4bit0.28K / 5.6 GB6602
Codegemma 7B It 8bit0.28K / 9.5 GB164
Codegemma 7B It 4bit0.28K / 5.9 GB91
Note: green Score (e.g. "73.2") means that the model is better than OnlyCheeini/gemma-az.

Rank the Gemma Az 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 v2024071601