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outdated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
chore: standardise legacy release metadata
Browse filesAdd canonical lifecycle and infusion metadata, correct Hugging Face base-model and pipeline metadata, and refresh integrity records.
- README.md +1 -0
- checksums.sha256 +2 -2
- release_export_manifest.json +154 -135
README.md
CHANGED
|
@@ -17,6 +17,7 @@ tags:
|
|
| 17 |
- text
|
| 18 |
- legacy
|
| 19 |
- outdated
|
|
|
|
| 20 |
---
|
| 21 |
|
| 22 |
# LumynaX Embed E5 Mistral 7B
|
|
|
|
| 17 |
- text
|
| 18 |
- legacy
|
| 19 |
- outdated
|
| 20 |
+
base_model: intfloat/e5-mistral-7b-instruct
|
| 21 |
---
|
| 22 |
|
| 23 |
# LumynaX Embed E5 Mistral 7B
|
checksums.sha256
CHANGED
|
@@ -22,7 +22,7 @@ dadfd56d766715c61d2ef780a525ab43b8e6da4de6865bda3d95fdef5e134055 merged_model/t
|
|
| 22 |
979c41c7cbda2025032a104656c2468614c667ffefadccc8806c9987288d1582 ollama/create_ollama_model.ps1
|
| 23 |
585ef6d7643cb741da5253658e95b9950b6c304cf2cf235bb7a326fdaccb2b85 ollama/Modelfile
|
| 24 |
b31203904fb44845c97626f6a304de375465d2cb4ed03a1f4218d4a65f964570 quickstart.py
|
| 25 |
-
|
| 26 |
-
|
| 27 |
f951a5197128f8da0d432330c4d8693494ac9032dbe7132132a284a0aa64960a requirements.txt
|
| 28 |
2dfede0e6610c473959c963b292fcec325452acba33fd1bba21110e04933df53 VERSION.txt
|
|
|
|
| 22 |
979c41c7cbda2025032a104656c2468614c667ffefadccc8806c9987288d1582 ollama/create_ollama_model.ps1
|
| 23 |
585ef6d7643cb741da5253658e95b9950b6c304cf2cf235bb7a326fdaccb2b85 ollama/Modelfile
|
| 24 |
b31203904fb44845c97626f6a304de375465d2cb4ed03a1f4218d4a65f964570 quickstart.py
|
| 25 |
+
cfba89dbc50a52173d04d906d4a6d42dc6b3a48d6afde9105ae62d9bd9dee997 README.md
|
| 26 |
+
c03891b9776facfb041121c60295ce48fd86518c8a75eed3559c72088eaf9cf8 release_export_manifest.json
|
| 27 |
f951a5197128f8da0d432330c4d8693494ac9032dbe7132132a284a0aa64960a requirements.txt
|
| 28 |
2dfede0e6610c473959c963b292fcec325452acba33fd1bba21110e04933df53 VERSION.txt
|
release_export_manifest.json
CHANGED
|
@@ -1,135 +1,154 @@
|
|
| 1 |
-
{
|
| 2 |
-
"artifacts": {
|
| 3 |
-
"checksums": "checksums.sha256",
|
| 4 |
-
"gguf": null,
|
| 5 |
-
"hf_space_app": "hf_space/app.py",
|
| 6 |
-
"hf_space_dir": "hf_space",
|
| 7 |
-
"hf_space_readme": "hf_space/README.md",
|
| 8 |
-
"hf_space_requirements": "hf_space/requirements.txt",
|
| 9 |
-
"license": "LICENSE.txt",
|
| 10 |
-
"lumynax_package_identity": "merged_model/LUMYNAX_PACKAGE_IDENTITY.txt",
|
| 11 |
-
"merged_model": "merged_model",
|
| 12 |
-
"ollama_create_script": "ollama/create_ollama_model.ps1",
|
| 13 |
-
"ollama_modelfile": "ollama/Modelfile",
|
| 14 |
-
"quantized_gguf": null,
|
| 15 |
-
"quickstart": "quickstart.py",
|
| 16 |
-
"readme": "README.md",
|
| 17 |
-
"requirements": "requirements.txt",
|
| 18 |
-
"training_summary": "artifacts/release_training_summary.json",
|
| 19 |
-
"version": "VERSION.txt"
|
| 20 |
-
},
|
| 21 |
-
"capabilities": {
|
| 22 |
-
"reasoning_enabled": false,
|
| 23 |
-
"supported_modalities": [
|
| 24 |
-
"text",
|
| 25 |
-
"embedding"
|
| 26 |
-
]
|
| 27 |
-
},
|
| 28 |
-
"delivery": "standalone_hf_embedding_release",
|
| 29 |
-
"distribution": {
|
| 30 |
-
"hf_space": {
|
| 31 |
-
"app": "hf_space/app.py",
|
| 32 |
-
"default_demo_repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b-demo",
|
| 33 |
-
"default_model_repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b",
|
| 34 |
-
"directory": "hf_space",
|
| 35 |
-
"model_repo_env_var": "LUMYNAX_MODEL_REPO_ID",
|
| 36 |
-
"paired_model_repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b",
|
| 37 |
-
"readme": "hf_space/README.md",
|
| 38 |
-
"requirements": "hf_space/requirements.txt",
|
| 39 |
-
"status": "shell_placeholder_needs_embedding_adapter"
|
| 40 |
-
},
|
| 41 |
-
"ollama": {
|
| 42 |
-
"create_script": "ollama/create_ollama_model.ps1",
|
| 43 |
-
"modelfile": "ollama/Modelfile",
|
| 44 |
-
"preferred_gguf": null,
|
| 45 |
-
"recommended_model_name": "lumynax-embed-e5-mistral-7b",
|
| 46 |
-
"status": "not_materialized_for_embedding_release"
|
| 47 |
-
}
|
| 48 |
-
},
|
| 49 |
-
"family": {
|
| 50 |
-
"demo_repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b-demo",
|
| 51 |
-
"family_name": "LumynaX",
|
| 52 |
-
"lineage_position": "independent_release_line",
|
| 53 |
-
"release_line_id": "lumynax-embed-e5-mistral-7b",
|
| 54 |
-
"release_wave": "wave3",
|
| 55 |
-
"upstream_model_id": "intfloat/e5-mistral-7b-instruct",
|
| 56 |
-
"validated_at": "2026-04-19T10:29:45.525453+00:00",
|
| 57 |
-
"validation_status": "validated"
|
| 58 |
-
},
|
| 59 |
-
"generated_at": "2026-04-19T10:12:46.781232+00:00",
|
| 60 |
-
"lumynax_package_identity": {
|
| 61 |
-
"chat_template": "merged_model/chat_template.jinja",
|
| 62 |
-
"hardcoded": true,
|
| 63 |
-
"identity_file": "merged_model/LUMYNAX_PACKAGE_IDENTITY.txt",
|
| 64 |
-
"runtime_wrappers": [
|
| 65 |
-
"quickstart.py",
|
| 66 |
-
"hf_space/app.py"
|
| 67 |
-
]
|
| 68 |
-
},
|
| 69 |
-
"manifest_version": 2,
|
| 70 |
-
"model_title": "LumynaX Embed E5 Mistral 7B",
|
| 71 |
-
"package_state": "upstream_weights_hydrated_embedding",
|
| 72 |
-
"public_identity": {
|
| 73 |
-
"model_name": "LumynaX",
|
| 74 |
-
"organization": "AbteeX AI Labs",
|
| 75 |
-
"region": "Aotearoa New Zealand"
|
| 76 |
-
},
|
| 77 |
-
"release_line": {
|
| 78 |
-
"default_model_name": "lumynax-embed-e5-mistral-7b",
|
| 79 |
-
"demo_repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b-demo",
|
| 80 |
-
"model_repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b",
|
| 81 |
-
"model_title": "LumynaX Embed E5 Mistral 7B",
|
| 82 |
-
"output_dir_name": "lumynax-embed-e5-mistral-7b-v1",
|
| 83 |
-
"packaging_mode": "shell",
|
| 84 |
-
"prompt_format": "embedding",
|
| 85 |
-
"release_id": "lumynax-embed-e5-mistral-7b",
|
| 86 |
-
"release_kind": "embedding",
|
| 87 |
-
"release_version": "v1",
|
| 88 |
-
"runtime_family": "e5_sentence_transformer",
|
| 89 |
-
"upstream_model_id": "intfloat/e5-mistral-7b-instruct",
|
| 90 |
-
"validation": {
|
| 91 |
-
"checks": [
|
| 92 |
-
"exists:release_export_manifest.json",
|
| 93 |
-
"exists:README.md",
|
| 94 |
-
"exists:quickstart.py",
|
| 95 |
-
"exists:requirements.txt",
|
| 96 |
-
"exists:LICENSE.txt",
|
| 97 |
-
"exists:VERSION.txt",
|
| 98 |
-
"exists:checksums.sha256",
|
| 99 |
-
"exists:artifacts/release_training_summary.json",
|
| 100 |
-
"exists:hf_space/app.py",
|
| 101 |
-
"exists:hf_space/README.md",
|
| 102 |
-
"exists:hf_space/requirements.txt",
|
| 103 |
-
"exists:ollama/Modelfile",
|
| 104 |
-
"exists:ollama/create_ollama_model.ps1",
|
| 105 |
-
"exists:merged_model/config.json",
|
| 106 |
-
"exists:merged_model/LUMYNAX_PACKAGE_IDENTITY.txt",
|
| 107 |
-
"manifest:metadata",
|
| 108 |
-
"training_summary:metadata",
|
| 109 |
-
"readme:branding",
|
| 110 |
-
"merged_model:weights_present",
|
| 111 |
-
"merged_model:tokenizer_present",
|
| 112 |
-
"syntax:quickstart.py",
|
| 113 |
-
"syntax:hf_space/app.py",
|
| 114 |
-
"checksums:verified"
|
| 115 |
-
],
|
| 116 |
-
"validated_at": "2026-04-19T10:29:45.525453+00:00"
|
| 117 |
-
},
|
| 118 |
-
"validation_status": "validated",
|
| 119 |
-
"wave": "wave3"
|
| 120 |
-
},
|
| 121 |
-
"release_version": "v1",
|
| 122 |
-
"runtime": {
|
| 123 |
-
"delivery_mode": "standalone_hf_embedding_release",
|
| 124 |
-
"preferred_backend": "python_embedding",
|
| 125 |
-
"prompt_format": "embedding",
|
| 126 |
-
"quickstart_command": "python quickstart.py",
|
| 127 |
-
"runtime_family": "e5_sentence_transformer"
|
| 128 |
-
},
|
| 129 |
-
"upstream_model": {
|
| 130 |
-
"kind": "official_base_weights",
|
| 131 |
-
"lumynax_weight_adaptation_applied": false,
|
| 132 |
-
"provider": "Hugging Face",
|
| 133 |
-
"repo_id": "intfloat/e5-mistral-7b-instruct"
|
| 134 |
-
}
|
| 135 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifacts": {
|
| 3 |
+
"checksums": "checksums.sha256",
|
| 4 |
+
"gguf": null,
|
| 5 |
+
"hf_space_app": "hf_space/app.py",
|
| 6 |
+
"hf_space_dir": "hf_space",
|
| 7 |
+
"hf_space_readme": "hf_space/README.md",
|
| 8 |
+
"hf_space_requirements": "hf_space/requirements.txt",
|
| 9 |
+
"license": "LICENSE.txt",
|
| 10 |
+
"lumynax_package_identity": "merged_model/LUMYNAX_PACKAGE_IDENTITY.txt",
|
| 11 |
+
"merged_model": "merged_model",
|
| 12 |
+
"ollama_create_script": "ollama/create_ollama_model.ps1",
|
| 13 |
+
"ollama_modelfile": "ollama/Modelfile",
|
| 14 |
+
"quantized_gguf": null,
|
| 15 |
+
"quickstart": "quickstart.py",
|
| 16 |
+
"readme": "README.md",
|
| 17 |
+
"requirements": "requirements.txt",
|
| 18 |
+
"training_summary": "artifacts/release_training_summary.json",
|
| 19 |
+
"version": "VERSION.txt"
|
| 20 |
+
},
|
| 21 |
+
"capabilities": {
|
| 22 |
+
"reasoning_enabled": false,
|
| 23 |
+
"supported_modalities": [
|
| 24 |
+
"text",
|
| 25 |
+
"embedding"
|
| 26 |
+
]
|
| 27 |
+
},
|
| 28 |
+
"delivery": "standalone_hf_embedding_release",
|
| 29 |
+
"distribution": {
|
| 30 |
+
"hf_space": {
|
| 31 |
+
"app": "hf_space/app.py",
|
| 32 |
+
"default_demo_repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b-demo",
|
| 33 |
+
"default_model_repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b",
|
| 34 |
+
"directory": "hf_space",
|
| 35 |
+
"model_repo_env_var": "LUMYNAX_MODEL_REPO_ID",
|
| 36 |
+
"paired_model_repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b",
|
| 37 |
+
"readme": "hf_space/README.md",
|
| 38 |
+
"requirements": "hf_space/requirements.txt",
|
| 39 |
+
"status": "shell_placeholder_needs_embedding_adapter"
|
| 40 |
+
},
|
| 41 |
+
"ollama": {
|
| 42 |
+
"create_script": "ollama/create_ollama_model.ps1",
|
| 43 |
+
"modelfile": "ollama/Modelfile",
|
| 44 |
+
"preferred_gguf": null,
|
| 45 |
+
"recommended_model_name": "lumynax-embed-e5-mistral-7b",
|
| 46 |
+
"status": "not_materialized_for_embedding_release"
|
| 47 |
+
}
|
| 48 |
+
},
|
| 49 |
+
"family": {
|
| 50 |
+
"demo_repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b-demo",
|
| 51 |
+
"family_name": "LumynaX",
|
| 52 |
+
"lineage_position": "independent_release_line",
|
| 53 |
+
"release_line_id": "lumynax-embed-e5-mistral-7b",
|
| 54 |
+
"release_wave": "wave3",
|
| 55 |
+
"upstream_model_id": "intfloat/e5-mistral-7b-instruct",
|
| 56 |
+
"validated_at": "2026-04-19T10:29:45.525453+00:00",
|
| 57 |
+
"validation_status": "validated"
|
| 58 |
+
},
|
| 59 |
+
"generated_at": "2026-04-19T10:12:46.781232+00:00",
|
| 60 |
+
"lumynax_package_identity": {
|
| 61 |
+
"chat_template": "merged_model/chat_template.jinja",
|
| 62 |
+
"hardcoded": true,
|
| 63 |
+
"identity_file": "merged_model/LUMYNAX_PACKAGE_IDENTITY.txt",
|
| 64 |
+
"runtime_wrappers": [
|
| 65 |
+
"quickstart.py",
|
| 66 |
+
"hf_space/app.py"
|
| 67 |
+
]
|
| 68 |
+
},
|
| 69 |
+
"manifest_version": 2,
|
| 70 |
+
"model_title": "LumynaX Embed E5 Mistral 7B",
|
| 71 |
+
"package_state": "upstream_weights_hydrated_embedding",
|
| 72 |
+
"public_identity": {
|
| 73 |
+
"model_name": "LumynaX",
|
| 74 |
+
"organization": "AbteeX AI Labs",
|
| 75 |
+
"region": "Aotearoa New Zealand"
|
| 76 |
+
},
|
| 77 |
+
"release_line": {
|
| 78 |
+
"default_model_name": "lumynax-embed-e5-mistral-7b",
|
| 79 |
+
"demo_repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b-demo",
|
| 80 |
+
"model_repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b",
|
| 81 |
+
"model_title": "LumynaX Embed E5 Mistral 7B",
|
| 82 |
+
"output_dir_name": "lumynax-embed-e5-mistral-7b-v1",
|
| 83 |
+
"packaging_mode": "shell",
|
| 84 |
+
"prompt_format": "embedding",
|
| 85 |
+
"release_id": "lumynax-embed-e5-mistral-7b",
|
| 86 |
+
"release_kind": "embedding",
|
| 87 |
+
"release_version": "v1",
|
| 88 |
+
"runtime_family": "e5_sentence_transformer",
|
| 89 |
+
"upstream_model_id": "intfloat/e5-mistral-7b-instruct",
|
| 90 |
+
"validation": {
|
| 91 |
+
"checks": [
|
| 92 |
+
"exists:release_export_manifest.json",
|
| 93 |
+
"exists:README.md",
|
| 94 |
+
"exists:quickstart.py",
|
| 95 |
+
"exists:requirements.txt",
|
| 96 |
+
"exists:LICENSE.txt",
|
| 97 |
+
"exists:VERSION.txt",
|
| 98 |
+
"exists:checksums.sha256",
|
| 99 |
+
"exists:artifacts/release_training_summary.json",
|
| 100 |
+
"exists:hf_space/app.py",
|
| 101 |
+
"exists:hf_space/README.md",
|
| 102 |
+
"exists:hf_space/requirements.txt",
|
| 103 |
+
"exists:ollama/Modelfile",
|
| 104 |
+
"exists:ollama/create_ollama_model.ps1",
|
| 105 |
+
"exists:merged_model/config.json",
|
| 106 |
+
"exists:merged_model/LUMYNAX_PACKAGE_IDENTITY.txt",
|
| 107 |
+
"manifest:metadata",
|
| 108 |
+
"training_summary:metadata",
|
| 109 |
+
"readme:branding",
|
| 110 |
+
"merged_model:weights_present",
|
| 111 |
+
"merged_model:tokenizer_present",
|
| 112 |
+
"syntax:quickstart.py",
|
| 113 |
+
"syntax:hf_space/app.py",
|
| 114 |
+
"checksums:verified"
|
| 115 |
+
],
|
| 116 |
+
"validated_at": "2026-04-19T10:29:45.525453+00:00"
|
| 117 |
+
},
|
| 118 |
+
"validation_status": "validated",
|
| 119 |
+
"wave": "wave3"
|
| 120 |
+
},
|
| 121 |
+
"release_version": "v1",
|
| 122 |
+
"runtime": {
|
| 123 |
+
"delivery_mode": "standalone_hf_embedding_release",
|
| 124 |
+
"preferred_backend": "python_embedding",
|
| 125 |
+
"prompt_format": "embedding",
|
| 126 |
+
"quickstart_command": "python quickstart.py",
|
| 127 |
+
"runtime_family": "e5_sentence_transformer"
|
| 128 |
+
},
|
| 129 |
+
"upstream_model": {
|
| 130 |
+
"kind": "official_base_weights",
|
| 131 |
+
"lumynax_weight_adaptation_applied": false,
|
| 132 |
+
"provider": "Hugging Face",
|
| 133 |
+
"repo_id": "intfloat/e5-mistral-7b-instruct"
|
| 134 |
+
},
|
| 135 |
+
"lumynax_manifest_version": 3,
|
| 136 |
+
"lifecycle": {
|
| 137 |
+
"status": "legacy",
|
| 138 |
+
"maintenance": "unmaintained",
|
| 139 |
+
"production_recommended": false
|
| 140 |
+
},
|
| 141 |
+
"lumynax_infusion": {
|
| 142 |
+
"core_role": "primary_intelligence_model",
|
| 143 |
+
"method": "routed",
|
| 144 |
+
"infused_model": "intfloat/e5-mistral-7b-instruct",
|
| 145 |
+
"weight_composition_applied": false,
|
| 146 |
+
"moe_composition": "not_applied"
|
| 147 |
+
},
|
| 148 |
+
"licensing": {
|
| 149 |
+
"id": "apache-2.0",
|
| 150 |
+
"license_file": "LICENSE.txt",
|
| 151 |
+
"source_model_repo": "intfloat/e5-mistral-7b-instruct",
|
| 152 |
+
"weights_subject_to_source_license": true
|
| 153 |
+
}
|
| 154 |
+
}
|