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Light IF 32B by qihoo360

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Light IF 32B is an open-source language model by qihoo360. Features: 32b LLM, VRAM: 65.7GB, Context: 40K, License: apache-2.0, LLM Explorer Score: 0.2.

  Arxiv:2508.03178 Base model:finetune:qwen/qwen3...   Base model:qwen/qwen3-32b   Conversational   Endpoints compatible   Qwen3   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/qihoo360/Light-IF-32B 

Light IF 32B Benchmarks

LLME Score: 0.19533
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Light IF 32B (qihoo360/Light-IF-32B)

Light IF 32B Parameters and Internals

LLM NameLight IF 32B
Repository 🤗https://huggingface.co/qihoo360/Light-IF-32B 
Base Model(s)  Qwen3 32B   Qwen/Qwen3-32B
Model Size32b
Required VRAM65.7 GB
Updated2026-07-13
Maintainerqihoo360
Model Typeqwen3
Model Files  4.9 GB: 1-of-14   4.9 GB: 2-of-14   5.0 GB: 3-of-14   4.8 GB: 4-of-14   5.0 GB: 5-of-14   4.9 GB: 6-of-14   4.9 GB: 7-of-14   4.8 GB: 8-of-14   5.0 GB: 9-of-14   4.8 GB: 10-of-14   4.8 GB: 11-of-14   5.0 GB: 12-of-14   4.8 GB: 13-of-14   2.1 GB: 14-of-14
Model ArchitectureQwen3ForCausalLM
Licenseapache-2.0
Context Length40960
Model Max Length40960
Transformers Version4.51.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to Light IF 32B

Best Alternatives
Context / RAM
Downloads
Likes
...ll Qwen3 32B Preview7 QAT 200K195K / 65.8 GB103
...ll Qwen3 32B Preview6 QAT 200K195K / 65.8 GB62
...ll Qwen3 32B Preview4 QAT 200K195K / 65.8 GB132
Qwen3 32B40K / 65.6 GB6155624715
Qwen3 32B40K / 65.8 GB541115
OpenThinkerAgent 32B40K / 65.8 GB90229
EviNurse 32B40K / 65.5 GB9150
Qwen3 Swallow 32B SFT V0.240K / 65.6 GB244110
...gy GPT Regulatorio 32B Safe V240K / 131.6 GB2050
Qwen3 Swallow 32B RL V0.240K / 65.1 GB103473
Note: green Score (e.g. "73.2") means that the model is better than qihoo360/Light-IF-32B.

Rank the Light IF 32B 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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