Feature Extraction
sentence-transformers
Safetensors
English
Māori
abteex-ai-labs
aotearoa
embedding
local-first
lumynax
mistral
new-zealand
sovereign-ai
text
legacy
outdated
Instructions to use AbteeXAILab/lumynax-embed-e5-mistral-7b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use AbteeXAILab/lumynax-embed-e5-mistral-7b with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("AbteeXAILab/lumynax-embed-e5-mistral-7b") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Notebooks
- Google Colab
- Kaggle
| { | |
| "demo_repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b-demo", | |
| "generated_at": "2026-04-19T10:12:46.714339+00:00", | |
| "lumynax_identity_hardcoded": true, | |
| "lumynax_weight_adaptation_applied": false, | |
| "model_repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b", | |
| "model_title": "LumynaX Embed E5 Mistral 7B", | |
| "package_state": "upstream_weights_hydrated_embedding", | |
| "release_line_id": "lumynax-embed-e5-mistral-7b", | |
| "release_wave": "wave3", | |
| "runtime_family": "e5_sentence_transformer", | |
| "summary": "This local release hydrates the official upstream `intfloat/e5-mistral-7b-instruct` checkpoint into the LumynaX release layout for local-first embedding generation.", | |
| "supported_modalities": [ | |
| "text", | |
| "embedding" | |
| ], | |
| "upstream_model_id": "intfloat/e5-mistral-7b-instruct", | |
| "validation": { | |
| "checks": [ | |
| "exists:release_export_manifest.json", | |
| "exists:README.md", | |
| "exists:quickstart.py", | |
| "exists:requirements.txt", | |
| "exists:LICENSE.txt", | |
| "exists:VERSION.txt", | |
| "exists:checksums.sha256", | |
| "exists:artifacts/release_training_summary.json", | |
| "exists:hf_space/app.py", | |
| "exists:hf_space/README.md", | |
| "exists:hf_space/requirements.txt", | |
| "exists:ollama/Modelfile", | |
| "exists:ollama/create_ollama_model.ps1", | |
| "exists:merged_model/config.json", | |
| "exists:merged_model/LUMYNAX_PACKAGE_IDENTITY.txt", | |
| "manifest:metadata", | |
| "training_summary:metadata", | |
| "readme:branding", | |
| "merged_model:weights_present", | |
| "merged_model:tokenizer_present", | |
| "syntax:quickstart.py", | |
| "syntax:hf_space/app.py", | |
| "checksums:verified" | |
| ], | |
| "validated_at": "2026-04-19T10:29:45.525453+00:00" | |
| }, | |
| "validation_status": "validated" | |
| } |