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Qwen3 8B UnBias Plus SFT Instruct by vector-institute

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Qwen3 8B UnBias Plus SFT Instruct is an open-source language model by vector-institute. Features: 8b LLM, VRAM: 16.4GB, Context: 40K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.28.

  Bias-detection   Finetuned   Instruct   News-debiasing   Qwen3   Region:us   Safetensors   Sft   Sharded   Tensorflow   Unsloth
Model Card on HF 🤗: https://huggingface.co/vector-institute/Qwen3-8B-UnBias-Plus-SFT-Instruct 

Qwen3 8B UnBias Plus SFT Instruct Benchmarks

LLME Score: 0.28487
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen3 8B UnBias Plus SFT Instruct (vector-institute/Qwen3-8B-UnBias-Plus-SFT-Instruct)
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Qwen3 8B UnBias Plus SFT Instruct Parameters and Internals

LLM NameQwen3 8B UnBias Plus SFT Instruct
Repository 🤗https://huggingface.co/vector-institute/Qwen3-8B-UnBias-Plus-SFT-Instruct 
Base Model(s)  Qwen3 8B   Qwen/Qwen3-8B
Model Size8b
Required VRAM16.4 GB
Updated2026-05-27
Maintainervector-institute
Model Typeqwen3
Instruction-BasedYes
Model Files  4.9 GB: 1-of-4   4.9 GB: 2-of-4   5.0 GB: 3-of-4   1.6 GB: 4-of-4
Supported Languagesen
Model ArchitectureQwen3ForCausalLM
Licenseapache-2.0
Context Length40960
Model Max Length40960
Tokenizer ClassQwen2Tokenizer
Padding Token<|PAD_TOKEN|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

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...epSeek R1 0528 Qwen3 8B Esper3128K / 32.7 GB113
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WebWorld 32B40K / 65.8 GB2516
QVikhr 3 8B Instruction40K / 16.4 GB1329
ATLAS 8B Instruct40K / 16.4 GB92
Qwen3 8B ShiningValiant340K / 32.7 GB153
Qwen3 8B Shadow FT BAAI 2K40K / 16.4 GB60
Qwen3 8B Esper340K / 32.7 GB1722
Supertron1 8B32K / 16.4 GB36864
Note: green Score (e.g. "73.2") means that the model is better than vector-institute/Qwen3-8B-UnBias-Plus-SFT-Instruct.

Rank the Qwen3 8B UnBias Plus SFT Instruct 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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