NGen2 15M by TNSA-AI

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NGen2 15M is an open-source language model by TNSA-AI. Features: 15m LLM, VRAM: 0.1GB, Context: 4K, License: proprietary, LLM Explorer Score: 0.18.

Base model:finetune:tnsa/ngen2...   Base model:tnsa/ngen2-15m   En   Endpoints compatible   Hi   Ngen3   Region:us   Safetensors   Te
Model Card on HF 🤗: https://huggingface.co/TNSA/NGen2-15M 

NGen2 15M Benchmarks

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

NGen2 15M Parameters and Internals

LLM NameNGen2 15M
Repository 🤗https://huggingface.co/TNSA/NGen2-15M 
Base Model(s)  NGen2 15M   TNSA/NGen2-15M
Model Size15m
Required VRAM0.1 GB
Updated2025-08-01
MaintainerTNSA-AI
Model Typesafetensors
Model Files  0.1 GB
Supported Languagesen
Gated ModelYes
Model ArchitectureNGen3Model
Licenseproprietary
Context Length4096
Model Max Length4096
Tokenizer ClassGPT2Tokenizer
Padding Token[PAD]
Vocabulary Size50000
Torch Data Typefloat16

Rank the NGen2 15M 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 v20260328a