Mind Mem 4B by star-ga

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Mind Mem 4B is an open-source language model by star-ga. Features: 4b LLM, VRAM: 8.4GB, Context: 256K, License: apache-2.0.

Base model:finetune:qwen/qwen3...   Base model:qwen/qwen3.5-4b   Conversational   En   Endpoints compatible   Full-fine-tune   Governance   Memory   Mind-mem   Qwen3.5   Qwen3 5 text   Region:us   Retrieval-augmented   Safetensors

Mind Mem 4B Parameters and Internals

LLM NameMind Mem 4B
Repository 🤗https://huggingface.co/star-ga/mind-mem-4b 
Base Model(s)  Qwen/Qwen3.5-4B   Qwen/Qwen3.5-4B
Model Size4b
Required VRAM8.4 GB
Updated2026-04-16
Maintainerstar-ga
Model Typeqwen3_5_text
Model Files  8.4 GB   0.0 GB
Supported Languagesen
Model ArchitectureQwen3_5ForCausalLM
Licenseapache-2.0
Context Length262144
Model Max Length262144
Transformers Version5.5.4
Tokenizer ClassTokenizersBackend
Padding Token<|endoftext|>
Vocabulary Size248320
Errorsreplace

Best Alternatives to Mind Mem 4B

Best Alternatives
Context / RAM
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Qwen3.5 4B Code Forged256K / 8.4 GB32990
VYOM 4B256K / 8.4 GB2771
Distil Qwen35 4B256K / 8.4 GB2222
Note: green Score (e.g. "73.2") means that the model is better than star-ga/mind-mem-4b.

Rank the Mind Mem 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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Release v20260328a