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outdated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
| { | |
| "artifacts": { | |
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| "gguf": null, | |
| "hf_space_app": "hf_space/app.py", | |
| "hf_space_dir": "hf_space", | |
| "hf_space_readme": "hf_space/README.md", | |
| "hf_space_requirements": "hf_space/requirements.txt", | |
| "license": "LICENSE.txt", | |
| "lumynax_package_identity": "merged_model/LUMYNAX_PACKAGE_IDENTITY.txt", | |
| "merged_model": "merged_model", | |
| "ollama_create_script": "ollama/create_ollama_model.ps1", | |
| "ollama_modelfile": "ollama/Modelfile", | |
| "quantized_gguf": null, | |
| "quickstart": "quickstart.py", | |
| "readme": "README.md", | |
| "requirements": "requirements.txt", | |
| "training_summary": "artifacts/release_training_summary.json", | |
| "version": "VERSION.txt" | |
| }, | |
| "capabilities": { | |
| "reasoning_enabled": false, | |
| "supported_modalities": [ | |
| "text", | |
| "embedding" | |
| ] | |
| }, | |
| "delivery": "standalone_hf_embedding_release", | |
| "distribution": { | |
| "hf_space": { | |
| "app": "hf_space/app.py", | |
| "default_demo_repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b-demo", | |
| "default_model_repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b", | |
| "directory": "hf_space", | |
| "model_repo_env_var": "LUMYNAX_MODEL_REPO_ID", | |
| "paired_model_repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b", | |
| "readme": "hf_space/README.md", | |
| "requirements": "hf_space/requirements.txt", | |
| "status": "shell_placeholder_needs_embedding_adapter" | |
| }, | |
| "ollama": { | |
| "create_script": "ollama/create_ollama_model.ps1", | |
| "modelfile": "ollama/Modelfile", | |
| "preferred_gguf": null, | |
| "recommended_model_name": "lumynax-embed-e5-mistral-7b", | |
| "status": "not_materialized_for_embedding_release" | |
| } | |
| }, | |
| "family": { | |
| "demo_repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b-demo", | |
| "family_name": "LumynaX", | |
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| "release_line_id": "lumynax-embed-e5-mistral-7b", | |
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| "validated_at": "2026-04-19T10:29:45.525453+00:00", | |
| "validation_status": "validated" | |
| }, | |
| "generated_at": "2026-04-19T10:12:46.781232+00:00", | |
| "lumynax_package_identity": { | |
| "chat_template": "merged_model/chat_template.jinja", | |
| "hardcoded": true, | |
| "identity_file": "merged_model/LUMYNAX_PACKAGE_IDENTITY.txt", | |
| "runtime_wrappers": [ | |
| "quickstart.py", | |
| "hf_space/app.py" | |
| ] | |
| }, | |
| "manifest_version": 2, | |
| "model_title": "LumynaX Embed E5 Mistral 7B", | |
| "package_state": "upstream_weights_hydrated_embedding", | |
| "public_identity": { | |
| "model_name": "LumynaX", | |
| "organization": "AbteeX AI Labs", | |
| "region": "Aotearoa New Zealand" | |
| }, | |
| "release_line": { | |
| "default_model_name": "lumynax-embed-e5-mistral-7b", | |
| "demo_repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b-demo", | |
| "model_repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b", | |
| "model_title": "LumynaX Embed E5 Mistral 7B", | |
| "output_dir_name": "lumynax-embed-e5-mistral-7b-v1", | |
| "packaging_mode": "shell", | |
| "prompt_format": "embedding", | |
| "release_id": "lumynax-embed-e5-mistral-7b", | |
| "release_kind": "embedding", | |
| "release_version": "v1", | |
| "runtime_family": "e5_sentence_transformer", | |
| "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", | |
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| "validated_at": "2026-04-19T10:29:45.525453+00:00" | |
| }, | |
| "validation_status": "validated", | |
| "wave": "wave3" | |
| }, | |
| "release_version": "v1", | |
| "runtime": { | |
| "delivery_mode": "standalone_hf_embedding_release", | |
| "preferred_backend": "python_embedding", | |
| "prompt_format": "embedding", | |
| "quickstart_command": "python quickstart.py", | |
| "runtime_family": "e5_sentence_transformer" | |
| }, | |
| "upstream_model": { | |
| "kind": "official_base_weights", | |
| "lumynax_weight_adaptation_applied": false, | |
| "provider": "Hugging Face", | |
| "repo_id": "intfloat/e5-mistral-7b-instruct" | |
| }, | |
| "lumynax_manifest_version": 3, | |
| "lifecycle": { | |
| "status": "legacy", | |
| "maintenance": "unmaintained", | |
| "production_recommended": false | |
| }, | |
| "lumynax_infusion": { | |
| "core_role": "primary_intelligence_model", | |
| "method": "routed", | |
| "infused_model": "intfloat/e5-mistral-7b-instruct", | |
| "weight_composition_applied": false, | |
| "moe_composition": "not_applied" | |
| }, | |
| "licensing": { | |
| "id": "apache-2.0", | |
| "license_file": "LICENSE.txt", | |
| "source_model_repo": "intfloat/e5-mistral-7b-instruct", | |
| "weights_subject_to_source_license": true | |
| } | |
| } | |