Free
Get started and explore the platform.
- 50,000 tokens when you sign up
- Full access to the agent platform
- Use your token wallet until it runs out

Search and run models, fine-tune on your data, monitor training, and connect local models to the agents your teams already use—without sending institutional data to the cloud.
Local Inference
Run models on your GPUs
Fine-Tuning & RL
Specialize models for campus tasks
Agent Connections
Point coding agents at local LLMs
Train Faster
Efficient training with less VRAM

Search, download, and chat with models on your own hardware—GGUFs, adapters, and safetensors included.
LLM Studio
Specialize models on institutional data with efficient training paths—less VRAM, live monitoring, and export when ready.
Local models
DownloadFine-tune complete — Advising-8B
Loss stabilized. LoRA exported. Local model connected for coding agents—inference stays on campus GPUs.
Point compatible agents at local LLMs so campus workflows use private inference without cloud round-trips.
Start building with memorare llm studio
Get started and explore the platform.
Build more every month with recurring tokens.
Everything in Free and:
LLM Studio is a local studio for running and training language models on your own hardware—with a no-code UI for chat, fine-tuning, datasets, and export.
Studio supports common local setups including NVIDIA, AMD, Intel, CPU, macOS, Linux, and Windows environments.
Yes. Load a model and connect compatible agents so coding and campus workflows use inference that stays on your machines.
Start free to explore, or talk with us about GPU fleets and institutional deployment.