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Demystifying Neural Pathways

Uncover the Context of LLMs & NLP

A specialized workspace for experimenting with prompts, observing model behavior, and understanding the complex inner workings of language models down to the token.

The 4-Step Learning Loop

An interactive methodology embedded into every lab to accelerate your understanding of inference.

01
1

Explain

Understand the core concepts of NLP and language models.

02
2

Visualize

See the neural pathways and token representations in real-time.

03
3

Experiment

Tweak parameters and observe changes in the model's output.

04
4

Reflect

Connect the dots between the input and the generated response.

Core Labs

Dive deep into the mechanics of generation with our specialized tools.

3 Labs
5 API Endpoints
0.7

Parameter Playground

Tune sampling controls and connect metrics with model behavior.

Inference Visualizer

Inspect prompt flow from tokens to tensors, IDs, masks, and decoded text.

Llama 3
M
Mistral
Gemma

Model Comparison

Run one prompt against multiple model profiles side-by-side.

Built for experimentation, not chat.

Results, metrics, and explanations stay close together so beginners can connect every output directly with the inference step that produced it.

Browse Concepts