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SimpleSD 4B Instruct by apple

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SimpleSD 4B Instruct is an open-source language model by apple. Features: 4b LLM, VRAM: 8.1GB, Context: 256K, License: apple-amlr, Instruction-Based, LLM Explorer Score: 0.25.

  Arxiv:2604.01193 Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-4b-instr...   Code-generation   Conversational   Endpoints compatible   Instruct   Qwen3   Region:us   Safetensors   Self-distillation   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/apple/SimpleSD-4B-instruct 

SimpleSD 4B Instruct Benchmarks

LLME Score: 0.24673
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SimpleSD 4B Instruct (apple/SimpleSD-4B-instruct)
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SimpleSD 4B Instruct Parameters and Internals

LLM NameSimpleSD 4B Instruct
Repository 🤗https://huggingface.co/apple/SimpleSD-4B-instruct 
Base Model(s)  Qwen3 4B Instruct 2507   Qwen/Qwen3-4B-Instruct-2507
Model Size4b
Required VRAM8.1 GB
Updated2026-07-13
Maintainerapple
Model Typeqwen3
Instruction-BasedYes
Model Files  4.0 GB: 1-of-3   4.0 GB: 2-of-3   0.1 GB: 3-of-3
Model ArchitectureQwen3ForCausalLM
Licenseapple-amlr
Context Length262144
Model Max Length262144
Transformers Version4.57.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Errorsreplace

Best Alternatives to SimpleSD 4B Instruct

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Context / RAM
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FastContext 1.0 4B SFT256K / 8.1 GB5735357
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Qwen3 4B Instruct 2507256K / 8.1 GB5376006894
FastContext 1.0 4B RL256K / 8.1 GB455961
Nexa AI 4B Instruct256K / 8 GB2742
Tac 1256K / 8.1 GB6350
Qwen3 4B Instruct 2507 FP8256K / 5.2 GB96448178
FastContext 1.0 4B SFT256K / 8.1 GB11313
Agents K1256K / 8.8 GB72522
CyberSecQwen 4B256K / 8 GB61614
Note: green Score (e.g. "73.2") means that the model is better than apple/SimpleSD-4B-instruct.

Rank the SimpleSD 4B 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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