II Search 4B by Intelligent-Internet

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  Autotrain compatible Base model:finetune:qwen/qwen3...   Base model:qwen/qwen3-4b   Conversational   Endpoints compatible   Qwen3   Region:us   Safetensors   Sharded   Tensorflow

II Search 4B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
II Search 4B (Intelligent-Internet/II-Search-4B)
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II Search 4B Parameters and Internals

LLM NameII Search 4B
Repository ๐Ÿค—https://huggingface.co/Intelligent-Internet/II-Search-4B 
Base Model(s)  Qwen/Qwen3-4B   Qwen/Qwen3-4B
Model Size4b
Required VRAM8.9 GB
Updated2025-08-09
MaintainerIntelligent-Internet
Model Typeqwen3
Model Files  4.8 GB: 1-of-2   4.1 GB: 2-of-2
Model ArchitectureQwen3ForCausalLM
Context Length98304
Model Max Length98304
Transformers Version4.54.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Quantized Models of the II Search 4B

Model
Likes
Downloads
VRAM
II Search 4B GGUF47571 GB

Best Alternatives to II Search 4B

Best Alternatives
Context / RAM
Downloads
Likes
Qwen3 4B Thinking 2507256K / 8.1 GB7262234
Qwen3 4B Instruct 2507256K / 8.1 GB19483156
Qwen3 4B Thinking 2507 FP8256K / 5.2 GB633513
Qwen3 4B Instruct 2507 FP8256K / 5.2 GB163916
Qwen3 4B Instruct 2507256K / 8.1 GB4912
Qwen3 4B Thinking 2507256K / 8.1 GB3522
Jan Nano 128K128K / 8.1 GB2716208
Polaris 4B Preview128K / 8.1 GB2249129
Jan Nano 128K128K / 8.1 GB13662
Nous 1 4B128K / 8.1 GB1433
Note: green Score (e.g. "73.2") means that the model is better than Intelligent-Internet/II-Search-4B.

Rank the II Search 4B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124