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II Search 4B by Intelligent-Internet

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II Search 4B is an open-source language model by Intelligent-Internet. Features: 4b LLM, VRAM: 8.9GB, Context: 96K, License: apache-2.0, LLM Explorer Score: 0.21.

Base model:finetune:qwen/qwen3...   Base model:qwen/qwen3-4b   Conversational   Deploy:azure   Endpoints compatible   Qwen3   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Intelligent-Internet/II-Search-4B 

II Search 4B Benchmarks

LLME Score: 0.21242
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 🤗https://huggingface.co/Intelligent-Internet/II-Search-4B 
Base Model(s)  Qwen/Qwen3-4B   Qwen/Qwen3-4B
Model Size4b
Required VRAM8.9 GB
Updated2026-07-05
MaintainerIntelligent-Internet
Model Typeqwen3
Model Files  4.8 GB: 1-of-2   4.1 GB: 2-of-2
Model ArchitectureQwen3ForCausalLM
Licenseapache-2.0
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 GGUF57901 GB

Best Alternatives to II Search 4B

Best Alternatives
Context / RAM
Downloads
Likes
Fable Traces256K / 8.1 GB5292207
FastContext 1.0 4B SFT256K / 8.1 GB5735357
Qwen3 4B Instruct 2507256K / 8.1 GB4522780898
GRPO 4 70256K / 8.1 GB50
FastContext 1.0 4B RL256K / 8.1 GB455961
Qwen3 4B Thinking 2507256K / 8.1 GB529167601
Lightning 4B256K / 8.1 GB136
Qwen3 4B Instruct 2507 FP8256K / 5.2 GB99480078
Nexa AI 4B Instruct256K / 8 GB4362
Tac 1256K / 8.1 GB6350
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

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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