THIRD_PARTY_NOTICES.md

Third-party notices — emo

The emo model derives from components licensed by third parties. Their licenses apply to the components named below; nothing in the Desert Ant Labs Source-Available License overrides them.

Semantic embedding

potion-multilingual-128M — MinishLab

• Source: minishlab/potion-multilingual-128M
• License: MIT
• Use in emo: the semantic stream. The shipped semantic table is a PCA-reduced (112-dim) and vocab-pruned (~45k token) derivative of this model's embeddings. Its SentencePiece tokenizer (XLM-RoBERTa lineage) is used at inference to tokenize text for that stream.

bge-m3 — BAAI

• Source: BAAI/bge-m3
• License: MIT
• Use in emo: teacher model. potion-multilingual-128M was distilled from bge-m3 (via Model2Vec / Tokenlearn), so emo's semantic stream derives from it.

Model2Vec / Tokenlearn — MinishLab

• Source: github.com/MinishLab/model2vec
• License: MIT
• Use in emo: the static-embedding distillation method behind the semantic stream.

Training data

Unicode CLDR — Unicode, Inc.

• Source: cldr.unicode.org (emoji annotations / keywords).
• License: Unicode License Agreement — Data Files and Software (UNICODE-DFS-2016).
• Use in emo: multilingual emoji keywords were used as grounding examples when building the training data. CLDR data is not redistributed in this repository.