Test by 999G

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Test is an open-source language model by 999G. Features: 2.6b LLM, VRAM: 5.2GB, Context: 8K, LLM Explorer Score: 0.19.

  Arxiv:1910.09700   Conversational   Endpoints compatible   Gemma2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/999G/test 

Test Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Test Parameters and Internals

LLM NameTest
Repository 🤗https://huggingface.co/999G/test 
Model Size2.6b
Required VRAM5.2 GB
Updated2025-12-30
Maintainer999G
Model Typegemma2
Model Files  5.0 GB: 1-of-2   0.2 GB: 2-of-2
Model ArchitectureGemma2ForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.51.3
Tokenizer ClassGemmaTokenizer
Padding Token<eos>
Vocabulary Size256000
Torch Data Typebfloat16

Best Alternatives to Test

Best Alternatives
Context / RAM
Downloads
Likes
Gemma 2 Full Dare Peft8K / 10.5 GB110
SFT Peft8K / 5.2 GB60
SFT Fft8K / 5.2 GB50
FFT Model Gemma8K / 5.2 GB60
Vera V1.1 Instruct8K / 5.2 GB100
SAFETY FULL FT VECTOR8K / 10.5 GB70
SAFETY PEFT VECTOR8K / 10.5 GB60
RESTA Sft Dare Full Ft8K / 10.5 GB50
Base Tilde Sft Peft Gemma28K / 5.2 GB60
Gemma2 Sft Full8K / 5.2 GB60

Rank the Test 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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Release v20260328a