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Tarpit Cleaner Gemma 32K Merged 16B by JunyaoC

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Tarpit Cleaner Gemma 32K Merged 16B is an open-source language model by JunyaoC. Features: 7b LLM, VRAM: 17.1GB, Context: 31K, License: apache-2.0, Quantized, Merged, LLM Explorer Score: 0.14.

  Merged Model   4bit Base model:finetune:unsloth/ge... Base model:unsloth/gemma-7b-bn...   En   Endpoints compatible   Gemma   Quantized   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/JunyaoC/tarpit_cleaner_gemma_32k_merged_16b 

Tarpit Cleaner Gemma 32k Merged 16b Benchmarks

LLME Score: 0.13722
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Tarpit Cleaner Gemma 32K Merged 16B (JunyaoC/tarpit_cleaner_gemma_32k_merged_16b)
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Tarpit Cleaner Gemma 32K Merged 16B Parameters and Internals

Model Type 
text-generation-inference, transformers
Additional Notes 
This gemma model was trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NameTarpit Cleaner Gemma 32k Merged 16b
Repository 🤗https://huggingface.co/JunyaoC/tarpit_cleaner_gemma_32k_merged_16b 
Base Model(s)  Gemma 7B Bnb 4bit   unsloth/gemma-7b-bnb-4bit
Merged ModelYes
Model Size7b
Required VRAM17.1 GB
Updated2026-04-20
MaintainerJunyaoC
Model Typegemma
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   2.1 GB: 4-of-4
Supported Languagesen
Quantization Type4bit
Model ArchitectureGemmaForCausalLM
Licenseapache-2.0
Context Length32000
Model Max Length32000
Transformers Version4.41.2
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than JunyaoC/tarpit_cleaner_gemma_32k_merged_16b.

Rank the Tarpit Cleaner Gemma 32K Merged 16B 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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