add model

README.md

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+---
+tags:
+- generated_from_keras_callback
+model-index:
+- name: mal_tls-mobilebert
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information Keras had access to. You should
+probably proofread and complete it, then remove this comment. -->
+
+# mal_tls-mobilebert
+
+This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
+It achieves the following results on the evaluation set:
+
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- optimizer: None
+- training_precision: float32
+
+### Training results
+
+
+
+### Framework versions
+
+- Transformers 4.20.1
+- TensorFlow 2.6.4
+- Datasets 2.1.0
+- Tokenizers 0.12.1

config.json

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+{
+  "architectures": [
+    "MobileBertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_activation": true,
+  "classifier_dropout": null,
+  "embedding_size": 128,
+  "hidden_act": "relu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 256,
+  "id2label": {
+    "0": "gootkit",
+    "1": "crthrazy",
+    "2": "parite",
+    "3": "qakbot",
+    "4": "zeus-panda",
+    "5": "chthonic",
+    "6": "bankerx",
+    "7": "remcos",
+    "8": "sigma",
+    "9": "bunitu",
+    "10": "azorult",
+    "11": "spelevo",
+    "12": "miuref",
+    "13": "globeimposter",
+    "14": "ramnit",
+    "15": "dridex",
+    "16": "spora",
+    "17": "locky",
+    "18": "kovter",
+    "19": "neutrino",
+    "20": "nymaim",
+    "21": "reposfxg",
+    "22": "cerber",
+    "23": "angler",
+    "24": "vawtrak",
+    "25": "emotet",
+    "26": "hancitor",
+    "27": "crypt",
+    "28": "ursnif",
+    "29": "banload",
+    "30": "boleto",
+    "31": "gandcrab",
+    "32": "upatre",
+    "33": "fallout",
+    "34": "tofsee",
+    "35": "zeus",
+    "36": "trickbot",
+    "37": "icedid",
+    "38": "troldesh",
+    "39": "dreambot",
+    "40": "unclassified",
+    "41": "rig"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 256,
+  "intra_bottleneck_size": 128,
+  "key_query_shared_bottleneck": true,
+  "label2id": {
+    "angler": 23,
+    "azorult": 10,
+    "bankerx": 6,
+    "banload": 29,
+    "boleto": 30,
+    "bunitu": 9,
+    "cerber": 22,
+    "chthonic": 5,
+    "crthrazy": 1,
+    "crypt": 27,
+    "dreambot": 39,
+    "dridex": 15,
+    "emotet": 25,
+    "fallout": 33,
+    "gandcrab": 31,
+    "globeimposter": 13,
+    "gootkit": 0,
+    "hancitor": 26,
+    "icedid": 37,
+    "kovter": 18,
+    "locky": 17,
+    "miuref": 12,
+    "neutrino": 19,
+    "nymaim": 20,
+    "parite": 2,
+    "qakbot": 3,
+    "ramnit": 14,
+    "remcos": 7,
+    "reposfxg": 21,
+    "rig": 41,
+    "sigma": 8,
+    "spelevo": 11,
+    "spora": 16,
+    "tofsee": 34,
+    "trickbot": 36,
+    "troldesh": 38,
+    "unclassified": 40,
+    "upatre": 32,
+    "ursnif": 28,
+    "vawtrak": 24,
+    "zeus": 35,
+    "zeus-panda": 4
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 256,
+  "model_type": "mobilebert",
+  "normalization_type": "no_norm",
+  "num_attention_heads": 8,
+  "num_feedforward_networks": 4,
+  "num_hidden_layers": 24,
+  "pad_token_id": 234,
+  "transformers_version": "4.20.1",
+  "trigram_input": true,
+  "true_hidden_size": 128,
+  "type_vocab_size": 2,
+  "use_bottleneck": true,
+  "use_bottleneck_attention": false,
+  "vocab_size": 237
+}

tf_model.h5

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+version https://git-lfs.github.com/spec/v1
+oid sha256:02fc24917279eb8ffec28e286e22fcca9781447001813f484f78ad7999216144
+size 45522416