Developer Tools Lab

Interactive mini-apps for prompt design, RAG chunking, data analysis, schema exploration, and NLP.

BPE Tokenizer Visualizer

Inspect how Byte-Pair Encoding (BPE) and WordPiece models partition text strings into distinct vector vocab tokens.

Tokenizer Model

Text to Tokenize

Token Count

24 tokens

Chars / Token Ratio

2.58 comp.

Larger ratios denote higher text compression per token. Spaces are mapped to dedicated tokens.

Deep learning neural networks process natural language tokens.

Token ID Integer Sequence

[3939, 221, 4678, 221, 8552, 221, 2841, 1115, 221, 1112, 1114, 1111, 1099, 1101, 1115, 1115, 221, 4902, 221, 3521, 221, 8201, 1115, 1046]

Walid is an enthusiastic leader and a restless achiever, and above all, he is a man of manners and good believes. His pursuit of self public well being has no end and I am sure he will get what he is heading for.
Mohamed El-DeebIT and Project Management expert and entrepreneur
Walid is a dedicated hard working person, a good team player with an eye for details. His high technicality and skills creates a strong competitive environment for his team and colleagues.
Mona ArishiCorporate Citizenship & Corporate Affairs Manager IBM Egypt & ME
First I worked with Walid at Orbit technology, I love his personality, sometimes I wondered how he has the time to do all of these activities, I think he is very active, organized, hard worker & ambitious person.
Mohamed GamalESS Application Manager, Huawei - VIVA

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