Test Model by taradepan

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  4-bit   4bit   Autotrain compatible Base model:unsloth/gemma-2b-bn...   Bitsandbytes   En   Endpoints compatible   Gemma   License:apache-2.0   Quantized   Region:us   Safetensors   Sft   Trl   Unsloth

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๐Ÿ†˜ 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! ๐ŸŒŸ

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  
Test Model (taradepan/test-model)

Best Alternatives to Test Model

Best Alternatives
HF Rank
Gemma 2B It Fp16 Onnx8K /  GB180
Codegemma 1.1 2B 4bit8K / 1.4 GB31
Gemma 2B AQLM 2Bit 2x8 Hf8K / 1.6 GB524
Gemma 2B AQLM 2Bit 1x16 Hf8K / 1.7 GB1024
Gemma 2B Bnb 4bit8K / 2.1 GB1004713
Gemma 2B It Bnb 4bit8K / 2.1 GB761813
Gemma 1.1 2B It Bnb 4bit8K / 2.1 GB21643
Gemma 2B Int4 SODA Mark18K / 2.1 GB11
Gemma 2b Soda Mark128K / 2.1 GB11
Codegemma 2B Bnb 4bit8K / 2.1 GB6410

Test Model Parameters and Internals

LLM NameTest Model
RepositoryOpen on ๐Ÿค— 
Base Model(s)  Gemma 2B Bnb 4bit   unsloth/gemma-2b-bnb-4bit
Model Size2b
Required VRAM2.1 GB
Model Typegemma
Model Files  2.1 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureGemmaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Initializer Range0.02
Torch Data Typefloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024042801