README.md

metadata

title: ATLES-ECHO Embedding Service
emoji: 🧠
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: true
license: apache-2.0
short_description: Semantic embeddings with ATLES Champion model

🧠 ATLES-ECHO Embedding Service

Generate high-quality semantic embeddings using the ATLES Champion embedding model.

Features

• 🔤 Single Embedding: Generate embedding for any text
• ⚖️ Compare Similarity: Compare semantic similarity between two texts
• 📦 Batch Embed: Process multiple texts at once (up to 10)

Model Details

Property	Value
Model	spartan8806/atles-champion-embedding
Dimension	768
Base Model	all-mpnet-base-v2
Parameters	110M
Training	H200 GPU (30 minutes)

Performance (MTEB STS-B)

• Pearson: 0.8445 (Top-10 worldwide)
• Spearman: 0.8374

About ATLES

ATLES-ECHO is the semantic memory core of the ATLES ecosystem - your AI digital twin that learns from your digital life while keeping everything private and local.

Ecosystem Components:

• 🧠 ECHO - Semantic memory and embeddings
• 🦅 Phoenix - AI council for decision making
• 🔬 SENTINEL - Research and knowledge gathering
• 📚 MENTOR - Code understanding and assistance

API Usage

This space provides a visual interface. For programmatic access, use the model directly:

from sentence_transformers import SentenceTransformer

model = SentenceTransformer("spartan8806/atles-champion-embedding")
embedding = model.encode("Your text here", normalize_embeddings=True)

License

Apache 2.0 - Free for commercial and personal use.

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Built with ❤️ by spartan8806