{ "androidRuntime": { "minimumAndroidApi": 28, "recommendedDeviceMemoryMb": null, "requiredAbis": [] }, "architectures": [ "bert" ], "artifactFormatVersion": 1, "baseModelId": "sentence-transformers/all-MiniLM-L6-v2", "defaultVariant": "cpu-int4", "downloadPlan": { "cpu-int4": { "checksums": [ "variants/cpu-int4/checksums.json" ], "core": [ "mobiletransformers_manifest.json", "shared/tokenizer/**", "shared/chat_template.jinja", "shared/config.json", "shared/generation_config.json" ], "genai": [], "inference": [ "variants/cpu-int4/inference/**" ], "rag": [ "variants/cpu-int4/embedding/**" ], "train": [ "variants/cpu-int4/train/**" ] } }, "exportedAt": "", "fileSizes": { "optimum/export_report.json": 758, "optimum/supported_tasks.json": 28, "shared/tokenizer/mobiletransformers_tokenizer_config.json": 296, "shared/tokenizer/special_tokens_map.json": 695, "shared/tokenizer/tokenizer.json": 711661, "shared/tokenizer/tokenizer_config.json": 1464, "shared/tokenizer/vocab.txt": 231508, "variants/cpu-int4/checksums.json": 6585, "variants/cpu-int4/embedding/embedding_model.onnx": 90392834, "variants/cpu-int4/embedding/rag_config.json": 346, "variants/cpu-int4/embedding/tokenizer/special_tokens_map.json": 695, "variants/cpu-int4/embedding/tokenizer/tokenizer.json": 711661, "variants/cpu-int4/embedding/tokenizer/tokenizer_config.json": 1464, "variants/cpu-int4/inference/bert.encoder.layer.0.attention.self.query.MatMul.weight.bin": 589824, "variants/cpu-int4/inference/bert.encoder.layer.0.attention.self.query.MatMul.weight.bin.sha256": 65, "variants/cpu-int4/inference/bert.encoder.layer.0.attention.self.value.MatMul.weight.bin": 589824, "variants/cpu-int4/inference/bert.encoder.layer.0.attention.self.value.MatMul.weight.bin.sha256": 65, "variants/cpu-int4/inference/bert.encoder.layer.1.attention.self.query.MatMul.weight.bin": 589824, "variants/cpu-int4/inference/bert.encoder.layer.1.attention.self.query.MatMul.weight.bin.sha256": 65, "variants/cpu-int4/inference/bert.encoder.layer.1.attention.self.value.MatMul.weight.bin": 589824, "variants/cpu-int4/inference/bert.encoder.layer.1.attention.self.value.MatMul.weight.bin.sha256": 65, "variants/cpu-int4/inference/bert.encoder.layer.2.attention.self.query.MatMul.weight.bin": 589824, "variants/cpu-int4/inference/bert.encoder.layer.2.attention.self.query.MatMul.weight.bin.sha256": 65, "variants/cpu-int4/inference/bert.encoder.layer.2.attention.self.value.MatMul.weight.bin": 589824, "variants/cpu-int4/inference/bert.encoder.layer.2.attention.self.value.MatMul.weight.bin.sha256": 65, "variants/cpu-int4/inference/bert.encoder.layer.3.attention.self.query.MatMul.weight.bin": 589824, "variants/cpu-int4/inference/bert.encoder.layer.3.attention.self.query.MatMul.weight.bin.sha256": 65, "variants/cpu-int4/inference/bert.encoder.layer.3.attention.self.value.MatMul.weight.bin": 589824, "variants/cpu-int4/inference/bert.encoder.layer.3.attention.self.value.MatMul.weight.bin.sha256": 65, "variants/cpu-int4/inference/bert.encoder.layer.4.attention.self.query.MatMul.weight.bin": 589824, "variants/cpu-int4/inference/bert.encoder.layer.4.attention.self.query.MatMul.weight.bin.sha256": 65, "variants/cpu-int4/inference/bert.encoder.layer.4.attention.self.value.MatMul.weight.bin": 589824, "variants/cpu-int4/inference/bert.encoder.layer.4.attention.self.value.MatMul.weight.bin.sha256": 65, "variants/cpu-int4/inference/bert.encoder.layer.5.attention.self.query.MatMul.weight.bin": 589824, "variants/cpu-int4/inference/bert.encoder.layer.5.attention.self.query.MatMul.weight.bin.sha256": 65, "variants/cpu-int4/inference/bert.encoder.layer.5.attention.self.value.MatMul.weight.bin": 589824, "variants/cpu-int4/inference/bert.encoder.layer.5.attention.self.value.MatMul.weight.bin.sha256": 65, "variants/cpu-int4/inference/config.json": 611, "variants/cpu-int4/inference/frozen_base.onnx.data": 83778056, "variants/cpu-int4/inference/merger_lora_fpin_fpout.onnx": 811, "variants/cpu-int4/inference/model.onnx": 110896, "variants/cpu-int4/inference/optimum_config.json": 378, "variants/cpu-int4/inference/special_tokens_map.json": 695, "variants/cpu-int4/inference/tokenizer.json": 711661, "variants/cpu-int4/inference/tokenizer_config.json": 1464, "variants/cpu-int4/inference/vocab.txt": 231508, "variants/cpu-int4/inference/weight_handoff_map.json": 18707, "variants/cpu-int4/train/checkpoint": 28875552, "variants/cpu-int4/train/eval_model.onnx": 250699, "variants/cpu-int4/train/optimizer_model.onnx": 538, "variants/cpu-int4/train/trainable_parameters.json": 2762, "variants/cpu-int4/train/training_config.json": 7539, "variants/cpu-int4/train/training_model.onnx": 373568 }, "license": { "baseModelWeights": null, "framework": null, "noticeFile": null }, "minReaderVersion": "1.0", "mobiletransformersVersion": "0.1.0", "onnxRuntimeGenAIVersion": null, "onnxRuntimeTrainingVersion": "1.23.0+cpu", "optimumOnnxVersion": "0.1.0", "peftMethods": [ "lora" ], "quantization": [ "int4" ], "requiredFiles": [ "mobiletransformers_manifest.json", "shared/tokenizer/tokenizer.json", "variants/cpu-int4/inference/model.onnx" ], "schemaVersion": "1.0", "selectedTask": "text-classification", "sha256": { "optimum/export_report.json": "789837f0dc69497c044f7804266ce70329b5acdd0b9260a299c2e03b2150e195", "optimum/supported_tasks.json": "00b8729cc70217e04b8951a7b059687aee182c90bb0e9254efec11d74988cd42", "shared/tokenizer/mobiletransformers_tokenizer_config.json": "62dc6dc13bbe7e36bb93fa0d7859e3f90201410304eaf8a8ca91335b9ce4b918", "shared/tokenizer/special_tokens_map.json": "5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a", "shared/tokenizer/tokenizer.json": "da0e79933b9ed51798a3ae27893d3c5fa4a201126cef75586296df9b4d2c62a0", "shared/tokenizer/tokenizer_config.json": "ccb4eb21a03e1442ee5c3f85431b9c307960a04579942537d74778dc8080a48c", "shared/tokenizer/vocab.txt": "07eced375cec144d27c900241f3e339478dec958f92fddbc551f295c992038a3", "variants/cpu-int4/checksums.json": "6e0726657fe1193dae16b320f48cbe1b5cd58ab3d3bf4bd98351db88d35883f1", "variants/cpu-int4/embedding/embedding_model.onnx": "7c46645e1dcec3d3a27d80f21fcad81ab307317bf3d0580eb8ea6779fa83cc96", "variants/cpu-int4/embedding/rag_config.json": "99088538b87ca7e78613f328c4c7eb801cf4dc9b2443ddb6d3b9b59acf486f92", "variants/cpu-int4/embedding/tokenizer/special_tokens_map.json": "5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a", "variants/cpu-int4/embedding/tokenizer/tokenizer.json": "da0e79933b9ed51798a3ae27893d3c5fa4a201126cef75586296df9b4d2c62a0", "variants/cpu-int4/embedding/tokenizer/tokenizer_config.json": "ccb4eb21a03e1442ee5c3f85431b9c307960a04579942537d74778dc8080a48c", "variants/cpu-int4/inference/bert.encoder.layer.0.attention.self.query.MatMul.weight.bin": "e009749b75204bb57ade70357050c824f6a93d9b1f920405cc77ce988ed74e4f", "variants/cpu-int4/inference/bert.encoder.layer.0.attention.self.query.MatMul.weight.bin.sha256": "252a25316a60670ee5c788338517203772198f016ec46b3ed6573290655be36c", "variants/cpu-int4/inference/bert.encoder.layer.0.attention.self.value.MatMul.weight.bin": "1a99fa38c68e9f893e79d1439a25f90902158f0379ca4ab1e66f27cd3e4fbd0f", "variants/cpu-int4/inference/bert.encoder.layer.0.attention.self.value.MatMul.weight.bin.sha256": "53765830cb7c6e8ddc656ada7f231ec3c5a11e9bee2d5e0566efed11436abc55", "variants/cpu-int4/inference/bert.encoder.layer.1.attention.self.query.MatMul.weight.bin": "3e8b8e464be41cf14af6371fea3d7fc3abf0b38b6031994aa44b4e5fffb34fe4", "variants/cpu-int4/inference/bert.encoder.layer.1.attention.self.query.MatMul.weight.bin.sha256": "fa1e53ad2e02c039edc44c944a1fa6c470d2aef0002533f0206c2a0e034dbdd7", "variants/cpu-int4/inference/bert.encoder.layer.1.attention.self.value.MatMul.weight.bin": "54470c78602372ab240b6f88815f7c8e86ece20ddd7066ca7c8e342dfa7d51bd", "variants/cpu-int4/inference/bert.encoder.layer.1.attention.self.value.MatMul.weight.bin.sha256": "b209496517feff85bfd286e7287c0c9381d501e36585a0362b4ba88edb629e7b", "variants/cpu-int4/inference/bert.encoder.layer.2.attention.self.query.MatMul.weight.bin": "b21671817e578d43e5fea24c2bd15686bb951e65dcf69054cf6d76747271a40b", "variants/cpu-int4/inference/bert.encoder.layer.2.attention.self.query.MatMul.weight.bin.sha256": "c0d24d803bb92f6edcecdd305a50dc7bf7a8d5c2535e8f0e50bcff629a612cbe", "variants/cpu-int4/inference/bert.encoder.layer.2.attention.self.value.MatMul.weight.bin": "4dd4a89014a92c780cbe209eb778a052e27c5c303a246a9f9b3233ec3a6c2390", "variants/cpu-int4/inference/bert.encoder.layer.2.attention.self.value.MatMul.weight.bin.sha256": "40ef2b5cc5dcb0d28efd7f2e0500ae9e94e2acbfc98cf1e31f2c4978ae25b5a1", "variants/cpu-int4/inference/bert.encoder.layer.3.attention.self.query.MatMul.weight.bin": "bbb7a4be247912940098e59a250eb63a7eaa24ff1abe2ddcd8f463372b9ddd24", "variants/cpu-int4/inference/bert.encoder.layer.3.attention.self.query.MatMul.weight.bin.sha256": "36ffffc6dbf9990d9a3eb05645cbaf05419cb0710429c072c2826514b5a24577", "variants/cpu-int4/inference/bert.encoder.layer.3.attention.self.value.MatMul.weight.bin": "97f887ce9906ac2eb845e7a6ae11ac3bdb73de78bffc182337324f6a92c94da2", "variants/cpu-int4/inference/bert.encoder.layer.3.attention.self.value.MatMul.weight.bin.sha256": "fe896676a74cad17d28e64df42db042c0082966597118754723ce5ef8b95fae0", "variants/cpu-int4/inference/bert.encoder.layer.4.attention.self.query.MatMul.weight.bin": "8ea4af517bd57ff2ad5841ab0c8256fc8ed7981ecbb739f504f642b54ad9e727", "variants/cpu-int4/inference/bert.encoder.layer.4.attention.self.query.MatMul.weight.bin.sha256": "fbdda2a28ddfd5c2ffd0a8e55b2ac64b56862acc99226c35c839692d5173e6d6", "variants/cpu-int4/inference/bert.encoder.layer.4.attention.self.value.MatMul.weight.bin": "34111787d5ee0330d9ea6d3e8577f32746aab2ae4c61f2ddcf8c287a8e17269a", "variants/cpu-int4/inference/bert.encoder.layer.4.attention.self.value.MatMul.weight.bin.sha256": "7f1d26e09b97106e3d825565aa3a1ccb233479f6dfb8cc31c2805e878cb89843", "variants/cpu-int4/inference/bert.encoder.layer.5.attention.self.query.MatMul.weight.bin": "97d659bc916216396647f25e5d60039190eafe0d3ad3908cba326299c1dcf0c0", "variants/cpu-int4/inference/bert.encoder.layer.5.attention.self.query.MatMul.weight.bin.sha256": "d83d46dbc5ad9a27919a8c6b91218270e043888e887ecbb988aeb77412e8fbc0", "variants/cpu-int4/inference/bert.encoder.layer.5.attention.self.value.MatMul.weight.bin": "71fcbee801f47cad8b13e6f19286d988ac44e778d8616867d8b1b280f6b7e35a", "variants/cpu-int4/inference/bert.encoder.layer.5.attention.self.value.MatMul.weight.bin.sha256": "a688cc07a80e888c1260a5d9087d37fb1cdb717d0c20a23aabb4f36617952d6a", "variants/cpu-int4/inference/config.json": "4599e8a5d74ed192b70919aa02124c2d68580070b22e89db956c0353618bccd9", "variants/cpu-int4/inference/frozen_base.onnx.data": "bd46ab7db78e5677a6e581370c3691791cb556623acbd3f7d011938da28bf331", "variants/cpu-int4/inference/merger_lora_fpin_fpout.onnx": "953a8ad4704235c19ec06150788107921ba7f2578a5880a32cd59b473544712c", "variants/cpu-int4/inference/model.onnx": "cf205aaf284fac7b7e8c2a8e02634a926b1e7af434da7d01d287450bb35ed032", "variants/cpu-int4/inference/optimum_config.json": "3dae0721ec58df335f0b6acd0bda466a5637b1686bb052c43ea8c2b3d9a757da", "variants/cpu-int4/inference/special_tokens_map.json": "5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a", "variants/cpu-int4/inference/tokenizer.json": "da0e79933b9ed51798a3ae27893d3c5fa4a201126cef75586296df9b4d2c62a0", "variants/cpu-int4/inference/tokenizer_config.json": "ccb4eb21a03e1442ee5c3f85431b9c307960a04579942537d74778dc8080a48c", "variants/cpu-int4/inference/vocab.txt": "07eced375cec144d27c900241f3e339478dec958f92fddbc551f295c992038a3", "variants/cpu-int4/inference/weight_handoff_map.json": "8f158641089032f0b9beaf8dfe86d0601d67b648528fd2474e373d83f7a0a5c3", "variants/cpu-int4/train/checkpoint": "9fb3cfb3bc0b8f0ae8f0019531e138858069eba2379bf81dc17ff80552825225", "variants/cpu-int4/train/eval_model.onnx": "2e98cd22e60dbb87b4e3aa26bf61078bcf319d358a9951c1e15a7ee4618cb3bc", "variants/cpu-int4/train/optimizer_model.onnx": "8ed3b548bce52bf25c2154b1452314b3c48d079e28c52822dd348034f59dc054", "variants/cpu-int4/train/trainable_parameters.json": "6d39ef39887770fe5e2b1f121b3077df0911142f186e57ac849808806f772654", "variants/cpu-int4/train/training_config.json": "790901caaa951e9a8f89cc63f109b680007c1cc707920a87576b52a01c7130ca", "variants/cpu-int4/train/training_model.onnx": "56bf04b82b8c796a2a36e8a79e09454776424857f746036bfdd9c58c9ed70875" }, "supportedTasks": [ "text-classification" ], "trainableParameterCount": 73728, "trainingParameterCount": 22861497, "transformersVersion": "4.57.6", "trustRemoteCode": false, "variants": [ { "abi": null, "executionProvider": "cpu", "features": [ "core", "inference", "train", "rag" ], "id": "cpu-int4", "minimumAndroidApi": 28, "paths": { "embedding": "variants/cpu-int4/embedding", "inference": "variants/cpu-int4/inference", "tokenizer": "shared/tokenizer", "train": "variants/cpu-int4/train" }, "quantization": "int4", "recommendedDeviceMemoryMb": null, "supportedEngines": [ "native" ], "weightHandoff": "variants/cpu-int4/inference/weight_handoff_map.json" } ], "weightHandoff": "variants/cpu-int4/inference/weight_handoff_map.json" }