Smriti AI for Qwen Memory is a lightweight discovery card for the Smriti AI inference-time memory layer. It helps users looking for Qwen memory, Qwen agent memory, long-term memory, semantic recall, graph recall, and training-free memory augmentation find the main Smriti AI project.
Important
This repository is not an official Qwen checkpoint, and it is not fine-tuned. Use Qwen/Qwen2.5-1.5B-Instruct when you need the base checkpoint itself. The base model remains frozen. Smriti AI stores memory outside the weights and injects retrieved context at inference time.
Use
Use the main model-style repository and package:
pip install "smriti-memory-ai[ml]==1.0.9"
from smriti import SmritiAILite, MemPalaceLite
For Hugging Face Inference Endpoints, use luciferai-devil/smriti-ai with:
Current official benchmark evidence includes Qwen/Qwen2.5-1.5B-Instruct real-model shards with provenance alongside Gemma 4, Phi-3 mini, and Llama 3.2 1B. Smriti AI improves memory access; it does not change model weights.
