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Gemma 2B Int4 SODA Mark1 by falan42

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  4-bit   4bit   Autotrain compatible Base model:quantized:unsloth/g... Base model:unsloth/gemma-2b-it...   Bitsandbytes   Conversational   En   Endpoints compatible   Gemma   Quantized   Region:us   Safetensors   Sft   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/falan42/Gemma-2b-int4-SODA_mark1 

Gemma 2B Int4 SODA Mark1 Benchmarks

LLME Score: 0.18996
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma 2B Int4 SODA Mark1 (falan42/Gemma-2b-int4-SODA_mark1)

Gemma 2B Int4 SODA Mark1 Parameters and Internals

Model Type 
text-generation-inference
Additional Notes 
This gemma model was trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NameGemma 2B Int4 SODA Mark1
Repository 🤗https://huggingface.co/falan42/Gemma-2b-int4-SODA_mark1 
Base Model(s)  Gemma 2B It Bnb 4bit   unsloth/gemma-2b-it-bnb-4bit
Model Size2b
Required VRAM2.1 GB
Updated2025-02-22
Maintainerfalan42
Model Typegemma
Model Files  2.1 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureGemmaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.2
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than falan42/Gemma-2b-int4-SODA_mark1.

Rank the Gemma 2B Int4 SODA Mark1 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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Release v20241227
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