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BingoGuard Qwen3 4B Pt by BRlkl

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BingoGuard Qwen3 4B Pt is an open-source language model by BRlkl. Features: 4b LLM, VRAM: 8.1GB, Context: 256K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.19.

Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-4b-instr...   Conversational   En   Endpoints compatible   Instruct   Qwen3   Region:us   Safetensors   Sharded   Tensorflow   Unsloth
Model Card on HF 🤗: https://huggingface.co/BRlkl/BingoGuard-qwen3-4B-pt 

BingoGuard Qwen3 4B Pt Benchmarks

LLME Score: 0.19449
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
BingoGuard Qwen3 4B Pt (BRlkl/BingoGuard-qwen3-4B-pt)

BingoGuard Qwen3 4B Pt Parameters and Internals

LLM NameBingoGuard Qwen3 4B Pt
Repository 🤗https://huggingface.co/BRlkl/BingoGuard-qwen3-4B-pt 
Base Model(s)  Qwen3 4B Instruct 2507   Qwen/Qwen3-4B-Instruct-2507
Model Size4b
Required VRAM8.1 GB
Updated2026-02-12
MaintainerBRlkl
Model Typeqwen3
Instruction-BasedYes
Model Files  4.0 GB: 1-of-3   4.0 GB: 2-of-3   0.1 GB: 3-of-3
Supported Languagesen
Model ArchitectureQwen3ForCausalLM
Licenseapache-2.0
Context Length262144
Model Max Length262144
Transformers Version4.53.0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to BingoGuard Qwen3 4B Pt

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Context / RAM
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Fable Traces256K / 8.1 GB5530209
FastContext 1.0 4B SFT256K / 8.1 GB5735357
Qwen3 4B Instruct 2507256K / 8.1 GB3551518904
FastContext 1.0 4B RL256K / 8.1 GB455961
Qwen3 4B Instruct 2507 FP8256K / 5.2 GB110074478
Neuron 4B Instruct256K / 8.1 GB2651
Nexa AI 4B Instruct256K / 8 GB5762
Tac 1256K / 8.1 GB7740
FastContext 1.0 4B SFT256K / 8.1 GB27318
Agents K1256K / 8.8 GB109828
Note: green Score (e.g. "73.2") means that the model is better than BRlkl/BingoGuard-qwen3-4B-pt.

Rank the BingoGuard Qwen3 4B Pt 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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