Forseti 31B by noterat

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Forseti 31B is an open-source language model by noterat. Features: 31b LLM, VRAM: 64.2GB, Context: 256K, License: gemma, LLM Explorer Score: 0.3.

Base model:finetune:google/gem...   Base model:google/gemma-4-31b   Continued-pretraining   Dataset:custom   Gemma4   Gemma4 text   Government   Legal   Region:us   Safetensors   Sharded   Sv   Swedish   Tensorflow

Forseti 31B Benchmarks

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

Forseti 31B Parameters and Internals

LLM NameForseti 31B
Repository 🤗https://huggingface.co/noterat/forseti-31b 
Base Model(s)  google/gemma-4-31B   google/gemma-4-31B
Model Size31b
Required VRAM64.2 GB
Updated2026-05-13
Maintainernoterat
Model Typegemma4_text
Model Files  5.0 GB: 1-of-14   4.9 GB: 2-of-14   4.9 GB: 3-of-14   4.9 GB: 4-of-14   4.8 GB: 5-of-14   4.9 GB: 6-of-14   4.9 GB: 7-of-14   4.9 GB: 8-of-14   4.9 GB: 9-of-14   4.9 GB: 10-of-14   4.8 GB: 11-of-14   4.9 GB: 12-of-14   2.7 GB: 13-of-14   2.8 GB: 14-of-14
Supported Languagessv
Model ArchitectureGemma4TextForCausalLM
Licensegemma
Context Length262144
Model Max Length262144
Transformers Version5.5.0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size262144

Rank the Forseti 31B 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