model

config.json

@@ -0,0 +1,40 @@
+{
+  "_name_or_path": "mrm8488/longformer-base-4096-finetuned-squadv2",
+  "architectures": [
+    "LongformerForQuestionAnswering"
+  ],
+  "attention_mode": "longformer",
+  "attention_probs_dropout_prob": 0.1,
+  "attention_window": [
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512
+  ],
+  "bos_token_id": 0,
+  "eos_token_id": 2,
+  "gradient_checkpointing": true,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "ignore_attention_mask": false,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 4098,
+  "model_type": "longformer",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 1,
+  "sep_token_id": 2,
+  "type_vocab_size": 1,
+  "vocab_size": 50265
+}

nbest_predictions_.json

@@ -0,0 +1,1960 @@
+{
+    "40452": [
+        {
+            "text": "GEETESHWARI CHHOKER",
+            "probability": 0.9999158792716606,
+            "start_logit": 10.986222267150879,
+            "end_logit": 10.716129302978516
+        },
+        {
+            "text": "RESUME GEETESHWARI CHHOKER",
+            "probability": 3.3796492915252465e-05,
+            "start_logit": 0.6911528706550598,
+            "end_logit": 10.716129302978516
+        },
+        {
+            "text": "GEETESHWARI",
+            "probability": 2.973822219958575e-05,
+            "start_logit": 10.986222267150879,
+            "end_logit": 0.29313603043556213
+        },
+        {
+            "text": "RESUME GEETESHWARI CHHOK",
+            "probability": 1.5003040366268616e-05,
+            "start_logit": -0.12095129489898682,
+            "end_logit": 10.716129302978516
+        },
+        {
+            "text": "GEETESHWARI CHHOK",
+            "probability": 2.649167694442826e-06,
+            "start_logit": -1.8549586534500122,
+            "end_logit": 10.716129302978516
+        },
+        {
+            "text": "OK",
+            "probability": 2.2989089000290666e-06,
+            "start_logit": -1.9967695474624634,
+            "end_logit": 10.716129302978516
+        },
+        {
+            "text": "Geeteshwari Chhoker",
+            "probability": 1.5176332810272107e-07,
+            "start_logit": 6.344541549682617,
+            "end_logit": -0.34304943680763245
+        },
+        {
+            "text": "CHHOKER",
+            "probability": 1.1921193204620185e-07,
+            "start_logit": -4.956056594848633,
+            "end_logit": 10.716129302978516
+        },
+        {
+            "text": "Geeteshwari",
+            "probability": 1.0292908177235914e-07,
+            "start_logit": 6.344541549682617,
+            "end_logit": -0.731331467628479
+        },
+        {
+            "text": "GEETESHWARI CHHOKER Email",
+            "probability": 9.665135610979257e-08,
+            "start_logit": 10.986222267150879,
+            "end_logit": -5.43594217300415
+        },
+        {
+            "text": "CHHOK",
+            "probability": 9.336656865471642e-08,
+            "start_logit": -5.20042610168457,
+            "end_logit": 10.716129302978516
+        },
+        {
+            "text": "WARI CHHOK",
+            "probability": 6.911535286478121e-08,
+            "start_logit": -5.501182556152344,
+            "end_logit": 10.716129302978516
+        },
+        {
+            "text": "RESUME GEETESHWARI",
+            "probability": 1.0051321683305807e-09,
+            "start_logit": 0.6911528706550598,
+            "end_logit": 0.29313603043556213
+        },
+        {
+            "text": "RESUME",
+            "probability": 4.4620128285835056e-10,
+            "start_logit": -0.12095129489898682,
+            "end_logit": 0.29313603043556213
+        },
+        {
+            "text": "Geeteshwari Chhoker Father\u2019s",
+            "probability": 2.9626830371816303e-10,
+            "start_logit": 6.344541549682617,
+            "end_logit": -6.58186149597168
+        },
+        {
+            "text": "RESUME GEETESHWAR",
+            "probability": 4.282623576091947e-11,
+            "start_logit": -0.12095129489898682,
+            "end_logit": -2.050483226776123
+        },
+        {
+            "text": "RES",
+            "probability": 3.9509083638807316e-11,
+            "start_logit": -0.12095129489898682,
+            "end_logit": -2.131103515625
+        },
+        {
+            "text": "RESUME GEETESHWARI CH",
+            "probability": 1.1290367948752127e-11,
+            "start_logit": -0.12095129489898682,
+            "end_logit": -3.3836841583251953
+        },
+        {
+            "text": "RESUME GEETESHWARI CHH",
+            "probability": 9.787378122008586e-12,
+            "start_logit": -0.12095129489898682,
+            "end_logit": -3.526540517807007
+        },
+        {
+            "text": "GEETESHWAR",
+            "probability": 7.562059254836018e-12,
+            "start_logit": -1.8549586534500122,
+            "end_logit": -2.050483226776123
+        },
+        {
+            "text": "",
+            "probability": 6.752479642440783e-14,
+            "start_logit": -3.0226075649261475,
+            "end_logit": -5.601238250732422
+        }
+    ],
+    "40453": [
+        {
+            "text": "PHP Developer",
+            "probability": 0.8994843078994003,
+            "start_logit": 10.031103134155273,
+            "end_logit": 8.307186126708984
+        },
+        {
+            "text": "Developer",
+            "probability": 0.07675067972634687,
+            "start_logit": 7.569843769073486,
+            "end_logit": 8.307186126708984
+        },
+        {
+            "text": "a PHP Developer",
+            "probability": 0.015531248357574797,
+            "start_logit": 5.972135543823242,
+            "end_logit": 8.307186126708984
+        },
+        {
+            "text": "PHP Developer in SDS Softwares.",
+            "probability": 0.006080445272059494,
+            "start_logit": 10.031103134155273,
+            "end_logit": 3.3104424476623535
+        },
+        {
+            "text": "Currently working as a PHP Developer",
+            "probability": 0.0006728804216664091,
+            "start_logit": 2.8330938816070557,
+            "end_logit": 8.307186126708984
+        },
+        {
+            "text": "PHP",
+            "probability": 0.0005488864172048608,
+            "start_logit": 10.031103134155273,
+            "end_logit": 0.9055007696151733
+        },
+        {
+            "text": "Developer in SDS Softwares.",
+            "probability": 0.0005188287372786633,
+            "start_logit": 7.569843769073486,
+            "end_logit": 3.3104424476623535
+        },
+        {
+            "text": "PHP Developer in",
+            "probability": 0.00020602556117533483,
+            "start_logit": 10.031103134155273,
+            "end_logit": -0.07439051568508148
+        },
+        {
+            "text": "a PHP Developer in SDS Softwares.",
+            "probability": 0.00010499005354027746,
+            "start_logit": 5.972135543823242,
+            "end_logit": 3.3104424476623535
+        },
+        {
+            "text": "working as a PHP Developer",
+            "probability": 3.3332385016336025e-05,
+            "start_logit": -0.17194430530071259,
+            "end_logit": 8.307186126708984
+        },
+        {
+            "text": "as a PHP Developer",
+            "probability": 3.0219720948829603e-05,
+            "start_logit": -0.2699790298938751,
+            "end_logit": 8.307186126708984
+        },
+        {
+            "text": "Developer in",
+            "probability": 1.7579630597599612e-05,
+            "start_logit": 7.569843769073486,
+            "end_logit": -0.07439051568508148
+        },
+        {
+            "text": "a PHP",
+            "probability": 9.477531948963744e-06,
+            "start_logit": 5.972135543823242,
+            "end_logit": 0.9055007696151733
+        },
+        {
+            "text": "Currently working as a PHP Developer in SDS Softwares.",
+            "probability": 4.548620295708933e-06,
+            "start_logit": 2.8330938816070557,
+            "end_logit": 3.3104424476623535
+        },
+        {
+            "text": "a PHP Developer in",
+            "probability": 3.5574096518654546e-06,
+            "start_logit": 5.972135543823242,
+            "end_logit": -0.07439051568508148
+        },
+        {
+            "text": "PHP Developer in SDS Softwares. from",
+            "probability": 1.0305773945106064e-06,
+            "start_logit": 10.031103134155273,
+            "end_logit": -5.372271537780762
+        },
+        {
+            "text": "a",
+            "probability": 6.663135986458524e-07,
+            "start_logit": 5.972135543823242,
+            "end_logit": -1.749418020248413
+        },
+        {
+            "text": "Employers \uf0b7 Currently working as a PHP Developer",
+            "probability": 4.869890635068084e-07,
+            "start_logit": -4.397987365722656,
+            "end_logit": 8.307186126708984
+        },
+        {
+            "text": "Currently working as a PHP",
+            "probability": 4.106074120606873e-07,
+            "start_logit": 2.8330938816070557,
+            "end_logit": 0.9055007696151733
+        },
+        {
+            "text": "PHP Developer in SDS",
+            "probability": 3.977430415353625e-07,
+            "start_logit": 10.031103134155273,
+            "end_logit": -6.324339866638184
+        },
+        {
+            "text": "",
+            "probability": 2.4783730364548162e-11,
+            "start_logit": -1.7838927507400513,
+            "end_logit": -4.192718029022217
+        }
+    ],
+    "40456": [
+        {
+            "text": "Midland Residential",
+            "probability": 0.8314917177742386,
+            "start_logit": 8.913167953491211,
+            "end_logit": 6.740052700042725
+        },
+        {
+            "text": "Midland Residential Language",
+            "probability": 0.16314063730985084,
+            "start_logit": 8.913167953491211,
+            "end_logit": 5.111443996429443
+        },
+        {
+            "text": ": Midland Residential",
+            "probability": 0.001586422699866037,
+            "start_logit": 2.65142822265625,
+            "end_logit": 6.740052700042725
+        },
+        {
+            "text": "1 Title : Midland Residential",
+            "probability": 0.0013185506788222132,
+            "start_logit": 2.466479778289795,
+            "end_logit": 6.740052700042725
+        },
+        {
+            "text": "Title : Midland Residential",
+            "probability": 0.0008477235706582772,
+            "start_logit": 2.0247459411621094,
+            "end_logit": 6.740052700042725
+        },
+        {
+            "text": "Midland",
+            "probability": 0.000361602544712842,
+            "start_logit": 8.913167953491211,
+            "end_logit": -1.0003782510757446
+        },
+        {
+            "text": ": Midland Residential Language",
+            "probability": 0.0003112598775989612,
+            "start_logit": 2.65142822265625,
+            "end_logit": 5.111443996429443
+        },
+        {
+            "text": "1 Title : Midland Residential Language",
+            "probability": 0.00025870275490440594,
+            "start_logit": 2.466479778289795,
+            "end_logit": 5.111443996429443
+        },
+        {
+            "text": "Midland Residential Language :",
+            "probability": 0.0002576429333493397,
+            "start_logit": 8.913167953491211,
+            "end_logit": -1.3393492698669434
+        },
+        {
+            "text": "Title : Midland Residential Language",
+            "probability": 0.000166325365152132,
+            "start_logit": 2.0247459411621094,
+            "end_logit": 5.111443996429443
+        },
+        {
+            "text": "Midland Residential Language : Cakephp, Javascript, jQuery, Ajax",
+            "probability": 0.0001394166814848391,
+            "start_logit": 8.913167953491211,
+            "end_logit": -1.9534567594528198
+        },
+        {
+            "text": "Midland Residential Language : Cakephp, Javascript, jQuery, Ajax Position:",
+            "probability": 8.748425654159331e-05,
+            "start_logit": 8.913167953491211,
+            "end_logit": -2.4194650650024414
+        },
+        {
+            "text": "Project : 1 Title : Midland Residential",
+            "probability": 1.8656920290421782e-05,
+            "start_logit": -1.7915915250778198,
+            "end_logit": 6.740052700042725
+        },
+        {
+            "text": "present. Projects \uf0b7 Project : 1 Title : Midland Residential",
+            "probability": 4.7001390957867235e-06,
+            "start_logit": -3.1702165603637695,
+            "end_logit": 6.740052700042725
+        },
+        {
+            "text": "Project : 1 Title : Midland Residential Language",
+            "probability": 3.660531790462047e-06,
+            "start_logit": -1.7915915250778198,
+            "end_logit": 5.111443996429443
+        },
+        {
+            "text": "Net Surfing.",
+            "probability": 2.818647968675335e-06,
+            "start_logit": 1.1541978120803833,
+            "end_logit": 1.9043035507202148
+        },
+        {
+            "text": "present. Projects \uf0b7 Project : 1 Title : Midland Residential Language",
+            "probability": 9.221783827073362e-07,
+            "start_logit": -3.1702165603637695,
+            "end_logit": 5.111443996429443
+        },
+        {
+            "text": ": Midland",
+            "probability": 6.899100411936168e-07,
+            "start_logit": 2.65142822265625,
+            "end_logit": -1.0003782510757446
+        },
+        {
+            "text": "1 Title : Midland",
+            "probability": 5.734167528105348e-07,
+            "start_logit": 2.466479778289795,
+            "end_logit": -1.0003782510757446
+        },
+        {
+            "text": ": Midland Residential Language :",
+            "probability": 4.915630416855708e-07,
+            "start_logit": 2.65142822265625,
+            "end_logit": -1.3393492698669434
+        },
+        {
+            "text": "",
+            "probability": 2.454563125530063e-10,
+            "start_logit": -2.2439992427825928,
+            "end_logit": -4.046148300170898
+        }
+    ],
+    "40460": [
+        {
+            "text": "MSc.",
+            "probability": 0.9600168778900209,
+            "start_logit": 10.70411205291748,
+            "end_logit": 10.497304916381836
+        },
+        {
+            "text": "MSc. (math)",
+            "probability": 0.0399648213942986,
+            "start_logit": 10.70411205291748,
+            "end_logit": 7.318353652954102
+        },
+        {
+            "text": "Sc",
+            "probability": 7.521831423019862e-06,
+            "start_logit": -1.0527844429016113,
+            "end_logit": 10.497304916381836
+        },
+        {
+            "text": "MSc",
+            "probability": 6.749912797623139e-06,
+            "start_logit": -1.1610645055770874,
+            "end_logit": 10.497304916381836
+        },
+        {
+            "text": "GNIIT from NIIT.",
+            "probability": 2.4112196403801467e-06,
+            "start_logit": 5.862766265869141,
+            "end_logit": 2.444077253341675
+        },
+        {
+            "text": "\uf0b7 \uf0b7 \uf0b7 \uf0b7 MSc.",
+            "probability": 3.1412165265914295e-07,
+            "start_logit": -4.228569030761719,
+            "end_logit": 10.497304916381836
+        },
+        {
+            "text": "math",
+            "probability": 3.10597399476714e-07,
+            "start_logit": -1.0609005689620972,
+            "end_logit": 7.318353652954102
+        },
+        {
+            "text": "\uf0b7 MSc.",
+            "probability": 2.9896360273709015e-07,
+            "start_logit": -4.278027534484863,
+            "end_logit": 10.497304916381836
+        },
+        {
+            "text": "GNIIT",
+            "probability": 2.751317237154653e-07,
+            "start_logit": 5.862766265869141,
+            "end_logit": 0.2734392583370209
+        },
+        {
+            "text": "MSc. (math) From",
+            "probability": 2.5964724228670697e-07,
+            "start_logit": 10.70411205291748,
+            "end_logit": -4.625832557678223
+        },
+        {
+            "text": "MSc. (math) From R.S.S. (P.G.) College Baldeo Mathura.(year2017)",
+            "probability": 9.014630945563034e-08,
+            "start_logit": 10.70411205291748,
+            "end_logit": -5.683722496032715
+        },
+        {
+            "text": "(math)",
+            "probability": 3.2347227996658136e-08,
+            "start_logit": -3.3228697776794434,
+            "end_logit": 7.318353652954102
+        },
+        {
+            "text": "\uf0b7 \uf0b7 \uf0b7 \uf0b7 MSc. (math)",
+            "probability": 1.307666149807286e-08,
+            "start_logit": -4.228569030761719,
+            "end_logit": 7.318353652954102
+        },
+        {
+            "text": "\uf0b7 MSc. (math)",
+            "probability": 1.2445642636037703e-08,
+            "start_logit": -4.278027534484863,
+            "end_logit": 7.318353652954102
+        },
+        {
+            "text": "GNIIT from NIIT. Graduation degree from FEA foundation.",
+            "probability": 5.269091754267476e-09,
+            "start_logit": 5.862766265869141,
+            "end_logit": -3.681952714920044
+        },
+        {
+            "text": "GNIIT from",
+            "probability": 2.6431557968215842e-09,
+            "start_logit": 5.862766265869141,
+            "end_logit": -4.371837139129639
+        },
+        {
+            "text": "GNIIT from NIIT. Graduation",
+            "probability": 1.3634018519798448e-09,
+            "start_logit": 5.862766265869141,
+            "end_logit": -5.033827781677246
+        },
+        {
+            "text": "M",
+            "probability": 7.919476458587633e-10,
+            "start_logit": -1.1610645055770874,
+            "end_logit": 1.4467600584030151
+        },
+        {
+            "text": "GNIIT from NIIT. Graduation degree",
+            "probability": 7.05791956974462e-10,
+            "start_logit": 5.862766265869141,
+            "end_logit": -5.6922454833984375
+        },
+        {
+            "text": "NIIT.",
+            "probability": 5.008656918306964e-10,
+            "start_logit": -2.6165390014648438,
+            "end_logit": 2.444077253341675
+        },
+        {
+            "text": "",
+            "probability": 1.0197546302233284e-13,
+            "start_logit": -2.7695472240448,
+            "end_logit": -5.902275562286377
+        }
+    ],
+    "40461": [
+        {
+            "text": "year2017",
+            "probability": 0.974819271627748,
+            "start_logit": 10.095949172973633,
+            "end_logit": 7.718894004821777
+        },
+        {
+            "text": "year",
+            "probability": 0.024861528309319612,
+            "start_logit": 10.095949172973633,
+            "end_logit": 4.049963474273682
+        },
+        {
+            "text": "2017",
+            "probability": 0.00015769745890789285,
+            "start_logit": 1.3666201829910278,
+            "end_logit": 7.718894004821777
+        },
+        {
+            "text": "Mathura.(year2017)",
+            "probability": 0.00010807834690999059,
+            "start_logit": 0.988798201084137,
+            "end_logit": 7.718894004821777
+        },
+        {
+            "text": "Mathura.(year2017) BSc. (PCM) From K.R.Degree College Mathura. (year 2015)",
+            "probability": 4.686885938584556e-05,
+            "start_logit": 10.095949172973633,
+            "end_logit": -2.223759889602661
+        },
+        {
+            "text": "Mathura.(year2017) BSc. (PCM)",
+            "probability": 2.016475014828105e-06,
+            "start_logit": 10.095949172973633,
+            "end_logit": -5.369762420654297
+        },
+        {
+            "text": "Mathura.(year2017) BSc. (PCM) From K.R.Degree College Mathura. (year 2015) 12th",
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+        {
+            "text": "(math) From R.S.S. (P.G.) College Baldeo Mathura.(year2017)",
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+            "start_logit": -3.7644596099853516,
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+        {
+            "text": "MSc. (math) From R.S.S. (P.G.) College Baldeo Mathura.(year2017)",
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+            "start_logit": -3.8002524375915527,
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+        {
+            "text": "From R.S.S. (P.G.) College Baldeo Mathura.(year2017)",
+            "probability": 5.898201416934181e-07,
+            "start_logit": -4.221995830535889,
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+        {
+            "text": "Mathura.(year2017) BSc.",
+            "probability": 5.616342072627274e-07,
+            "start_logit": 10.095949172973633,
+            "end_logit": -6.648017883300781
+        },
+        {
+            "text": "Mathura.(year2017) BSc. (PCM) From K.R.Degree College Mathura.",
+            "probability": 5.349063996222567e-07,
+            "start_logit": 10.095949172973633,
+            "end_logit": -6.696776866912842
+        },
+        {
+            "text": "2015)",
+            "probability": 1.0715300476425469e-08,
+            "start_logit": 1.7125130891799927,
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+        {
+            "text": "-201301",
+            "probability": 6.351594418228161e-09,
+            "start_logit": 0.026781143620610237,
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+        {
+            "text": "2015) 12th",
+            "probability": 2.294113179663158e-10,
+            "start_logit": 1.7125130891799927,
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+        },
+        {
+            "text": "BSc. (PCM) From K.R.Degree College Mathura. (year 2015)",
+            "probability": 1.5591009320051952e-10,
+            "start_logit": -2.5176353454589844,
+            "end_logit": -2.223759889602661
+        },
+        {
+            "text": "2010)",
+            "probability": 1.5389790961498786e-10,
+            "start_logit": -0.568989098072052,
+            "end_logit": -4.185396194458008
+        },
+        {
+            "text": "2010) ADDITIONAL QUALIFICATION \uf0b7 \uf0b7 GNIIT from NIIT.",
+            "probability": 9.511760138473124e-11,
+            "start_logit": -0.568989098072052,
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+        },
+        {
+            "text": "(year 2015)",
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+            "start_logit": -3.4504709243774414,
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+        {
+            "text": "2013",
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+        },
+        {
+            "text": "",
+            "probability": 2.5746963806340857e-11,
+            "start_logit": -1.5355535745620728,
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+        }
+    ],
+    "40455": [
+        {
+            "text": "Noida",
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+        {
+            "text": "No",
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+        {
+            "text": "Mathura.",
+            "probability": 5.625356276785488e-05,
+            "start_logit": 7.570978164672852,
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+        {
+            "text": "Noida -201301",
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+            "start_logit": 11.152267456054688,
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+        {
+            "text": "Sector-11, Noida",
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+            "start_logit": -3.330122470855713,
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+        {
+            "text": "Math",
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+            "start_logit": -0.22913575172424316,
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+        {
+            "text": "Mathura",
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+            "start_logit": -0.22913575172424316,
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+        {
+            "text": "Shiv puri colony, Yamuna par, Laxmi Nagar, Mathura.",
+            "probability": 1.1047365241106501e-08,
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+        {
+            "text": "Noida Sign:-",
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+            "start_logit": 6.587778091430664,
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+        {
+            "text": "Mathura. DECLARATION",
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+        {
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+        {
+            "text": "DATE:PLACE: - Noida",
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+        {
+            "text": "Laxmi Nagar, Mathura.",
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+            "start_logit": -3.5664350986480713,
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+        {
+            "text": "Nagar, Mathura.",
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+            "start_logit": -4.994147300720215,
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+        {
+            "text": "Noida -",
+            "probability": 4.416019345768398e-11,
+            "start_logit": 2.897383213043213,
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+        {
+            "text": "",
+            "probability": 2.5229281305950296e-11,
+            "start_logit": -0.7207448482513428,
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+        },
+        {
+            "text": "Sector-11, Noida -201301",
+            "probability": 1.3861605719114574e-11,
+            "start_logit": -3.330122470855713,
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+        },
+        {
+            "text": "-201301",
+            "probability": 4.091069509909768e-12,
+            "start_logit": -4.55043888092041,
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+        },
+        {
+            "text": "Shiv puri colony,",
+            "probability": 1.6568043668932825e-12,
+            "start_logit": -0.9644545316696167,
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+        {
+            "text": "Shiv puri colony, Yamuna par, Laxmi Nagar,",
+            "probability": 9.821456748481945e-13,
+            "start_logit": -0.9644545316696167,
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+    ],
+    "40463": [
+        {
+            "text": "4 Days Exchange Server(Configuration & Administration)",
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+            "start_logit": 5.852509021759033,
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+        {
+            "text": "4 Days",
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+            "start_logit": 5.852509021759033,
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+        {
+            "text": "4 Days Exchange",
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+            "start_logit": 5.852509021759033,
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+        {
+            "text": "4 Days Exchange Server(Configuration",
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+            "start_logit": 5.852509021759033,
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+        {
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+        {
+            "text": "4 Days Exchange Server(Configuration & Administration) Training from Microsoft India (P) Ltd 5 Days MS SQL Server 2008(Query",
+            "probability": 0.010999232429635639,
+            "start_logit": 5.852509021759033,
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+        },
+        {
+            "text": "Undergone \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 4 Days",
+            "probability": 0.0038787441891614013,
+            "start_logit": 1.8678545951843262,
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+        },
+        {
+            "text": "4 Days Exchange Server(Configuration & Administration) Training",
+            "probability": 0.0027734797273233068,
+            "start_logit": 5.852509021759033,
+            "end_logit": -5.4217634201049805
+        },
+        {
+            "text": "Undergone \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 4 Days Exchange",
+            "probability": 0.0018586619481754428,
+            "start_logit": 1.8678545951843262,
+            "end_logit": -1.8373548984527588
+        },
+        {
+            "text": "Undergone \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 4 Days Exchange Server(Configuration",
+            "probability": 0.0013498806437596542,
+            "start_logit": 1.8678545951843262,
+            "end_logit": -2.157195568084717
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+        {
+            "text": "4",
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+            "start_logit": 5.852509021759033,
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+        {
+            "text": "4 Days Exchange Server(Configuration & Administration) Training from Microsoft India (P) Ltd 5 Days MS SQL Server",
+            "probability": 0.0011382685233615776,
+            "start_logit": 5.852509021759033,
+            "end_logit": -6.3123579025268555
+        },
+        {
+            "text": "4 Days Exchange Server(Configuration & Administration) Training from Microsoft India (P) Ltd 5 Days",
+            "probability": 0.000937402378613673,
+            "start_logit": 5.852509021759033,
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+        },
+        {
+            "text": "4 Days Exchange Server(Configuration & Administration) Training from Microsoft India (P) Ltd",
+            "probability": 0.0007144055973165124,
+            "start_logit": 5.852509021759033,
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+        {
+            "text": "4 Days Exchange Server(Configuration & Administration) Training from Microsoft India (P) Ltd 5 Days MS",
+            "probability": 0.0005335293002989526,
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+        {
+            "text": "Undergone \uf0b7",
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+            "start_logit": 1.8678545951843262,
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+        {
+            "text": "Days Exchange Server(Configuration & Administration)",
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+        {
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+            "text": "Undergone \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 4",
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+        {
+            "text": "Days",
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+        {
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+        {
+            "text": "SDS Softwares",
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+        {
+            "text": "PHP Developer in SDS Softwares.",
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+            "start_logit": -1.0630263090133667,
+            "end_logit": 4.5442352294921875
+        },
+        {
+            "text": "IT Infrastructure /SQL DBA/System Admin/ERP/CRM",
+            "probability": 2.2860093439760108e-05,
+            "start_logit": 1.9826115369796753,
+            "end_logit": 1.3908424377441406
+        },
+        {
+            "text": "Responsibilities: Designing and developing database like stored procedures,",
+            "probability": 1.4585427270080494e-05,
+            "start_logit": 2.119645833969116,
+            "end_logit": 0.8044382929801941
+        },
+        {
+            "text": "System Admin/ MS SQL DBA Role & Responsibility \uf0b7 Responsible for installation, maintenance & administration of systems, network, backup & security.",
+            "probability": 1.225807834910867e-05,
+            "start_logit": -1.793988823890686,
+            "end_logit": 4.5442352294921875
+        },
+        {
+            "text": "Responsibilities: Designing and developing",
+            "probability": 8.741519480049314e-06,
+            "start_logit": 2.119645833969116,
+            "end_logit": 0.2924994230270386
+        },
+        {
+            "text": "",
+            "probability": 1.8925731635962366e-08,
+            "start_logit": -0.48869550228118896,
+            "end_logit": -3.234476089477539
+        }
+    ],
+    "40468": [
+        {
+            "text": "CCNA - CISCO",
+            "probability": 0.22855011220930166,
+            "start_logit": 11.021873474121094,
+            "end_logit": 2.077252149581909
+        },
+        {
+            "text": "CCNA - CISCO Certified ID - CSCO11210955",
+            "probability": 0.16779421440772185,
+            "start_logit": 11.021873474121094,
+            "end_logit": 1.7682349681854248
+        },
+        {
+            "text": "A Level from DOEACC\u2013 ID \u2013 372116-2007 Software Engineering",
+            "probability": 0.14945614747991853,
+            "start_logit": 8.160429000854492,
+            "end_logit": 4.513944149017334
+        },
+        {
+            "text": "CCNA - CISCO Certified",
+            "probability": 0.1407659141412269,
+            "start_logit": 11.021873474121094,
+            "end_logit": 1.5925949811935425
+        },
+        {
+            "text": "A Level from DOEACC\u2013 ID \u2013 372116-2007",
+            "probability": 0.11051737298241739,
+            "start_logit": 8.160429000854492,
+            "end_logit": 4.212113857269287
+        },
+        {
+            "text": "CCNA - CISCO Certified ID",
+            "probability": 0.05555868529521089,
+            "start_logit": 11.021873474121094,
+            "end_logit": 0.6629365086555481
+        },
+        {
+            "text": "CCNA -",
+            "probability": 0.04720210956237622,
+            "start_logit": 11.021873474121094,
+            "end_logit": 0.49993523955345154
+        },
+        {
+            "text": "CCNA - CISCO Certified ID - CSCO11210955 Certified M.C.S.E track in windows NT & 2000 & 2003",
+            "probability": 0.04486292270002278,
+            "start_logit": 11.021873474121094,
+            "end_logit": 0.4491083323955536
+        },
+        {
+            "text": "CCNA - CISCO Certified ID - CSCO11210955 Certified M.C.S.E",
+            "probability": 0.013667069233127988,
+            "start_logit": 11.021873474121094,
+            "end_logit": -0.7395141124725342
+        },
+        {
+            "text": "CCNA",
+            "probability": 0.013340791147763854,
+            "start_logit": 11.021873474121094,
+            "end_logit": -0.7636770009994507
+        },
+        {
+            "text": "CCNA - CISCO Certified ID - CSCO11210955 Certified",
+            "probability": 0.010487542131431044,
+            "start_logit": 11.021873474121094,
+            "end_logit": -1.0043152570724487
+        },
+        {
+            "text": "CCNA - CISCO Certified ID - CSCO11210955 Certified M.C.S.E track in windows",
+            "probability": 0.009363272931732865,
+            "start_logit": 11.021873474121094,
+            "end_logit": -1.117708444595337
+        },
+        {
+            "text": "A Level from DOEACC\u2013",
+            "probability": 0.006020191082819609,
+            "start_logit": 8.160429000854492,
+            "end_logit": 1.3020601272583008
+        },
+        {
+            "text": "372116-2007 Software Engineering",
+            "probability": 0.0009984940442368487,
+            "start_logit": 3.151918888092041,
+            "end_logit": 4.513944149017334
+        },
+        {
+            "text": "-",
+            "probability": 0.0007383499479168184,
+            "start_logit": 3.151918888092041,
+            "end_logit": 4.212113857269287
+        },
+        {
+            "text": "A Level from DOEACC\u2013 ID \u2013 372116-2007 Software Engineering (3 years Full Time Regular course from APTECH Ltd.)",
+            "probability": 0.0006291036186434472,
+            "start_logit": 8.160429000854492,
+            "end_logit": -0.9565181732177734
+        },
+        {
+            "text": "Software Engineering",
+            "probability": 2.0028084153444533e-05,
+            "start_logit": -0.7571938037872314,
+            "end_logit": 4.513944149017334
+        },
+        {
+            "text": "DOEACC\u2013 ID \u2013 372116-2007 Software Engineering",
+            "probability": 1.0608242045996255e-05,
+            "start_logit": -1.392698049545288,
+            "end_logit": 4.513944149017334
+        },
+        {
+            "text": "372116-2007",
+            "probability": 9.226250984822677e-06,
+            "start_logit": -1.230446219444275,
+            "end_logit": 4.212113857269287
+        },
+        {
+            "text": "DOEACC\u2013 ID \u2013 372116-2007",
+            "probability": 7.844408294029242e-06,
+            "start_logit": -1.392698049545288,
+            "end_logit": 4.212113857269287
+        },
+        {
+            "text": "",
+            "probability": 9.865337868161652e-11,
+            "start_logit": -2.233628034591675,
+            "end_logit": -6.230655193328857
+        }
+    ],
+    "40485": [
+        {
+            "text": "",
+            "probability": 0.9999999999992686,
+            "start_logit": 8.367528915405273,
+            "end_logit": 7.60239315032959
+        },
+        {
+            "text": "I was also responsible for maintaining and managing database server like backup restore, tuning performance etc. Trainings",
+            "probability": 2.0435848159150125e-13,
+            "start_logit": -5.940155029296875,
+            "end_logit": -7.308823585510254
+        },
+        {
+            "text": "I was also responsible for maintaining and managing database server like backup restore, tuning performance etc. Trainings Undergone \uf0b7",
+            "probability": 1.2416868021636173e-13,
+            "start_logit": -5.940155029296875,
+            "end_logit": -7.807058334350586
+        },
+        {
+            "text": "I was also responsible for maintaining and managing database server like backup restore, tuning performance etc. Trainings Undergone",
+            "probability": 1.044967127492521e-13,
+            "start_logit": -5.940155029296875,
+            "end_logit": -7.979543685913086
+        },
+        {
+            "text": "Undergone \uf0b7",
+            "probability": 1.0242104547409543e-13,
+            "start_logit": -6.13270378112793,
+            "end_logit": -7.807058334350586
+        },
+        {
+            "text": "Undergone",
+            "probability": 8.619454237361174e-14,
+            "start_logit": -6.13270378112793,
+            "end_logit": -7.979543685913086
+        },
+        {
+            "text": "Undergone \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 4 Days Exchange",
+            "probability": 5.485534909650258e-14,
+            "start_logit": -6.13270378112793,
+            "end_logit": -8.431450843811035
+        },
+        {
+            "text": "Undergone \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 4 Days Exchange Server(Configuration",
+            "probability": 3.93865630174033e-14,
+            "start_logit": -6.13270378112793,
+            "end_logit": -8.762725830078125
+        },
+        {
+            "text": "Undergone \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 \uf0b7 4 Days",
+            "probability": 1.5790040356752232e-14,
+            "start_logit": -6.13270378112793,
+            "end_logit": -9.67677116394043
+        }
+    ],
+    "40486": [
+        {
+            "text": "Net Surfing. Reading book.",
+            "probability": 0.5756524112771719,
+            "start_logit": 9.749532699584961,
+            "end_logit": 9.009639739990234
+        },
+        {
+            "text": "Net Surfing.",
+            "probability": 0.4238130992287413,
+            "start_logit": 9.749532699584961,
+            "end_logit": 8.703428268432617
+        },
+        {
+            "text": "Net Surfing. Reading",
+            "probability": 0.00024109751814187875,
+            "start_logit": 9.749532699584961,
+            "end_logit": 1.2315819263458252
+        },
+        {
+            "text": "Surfing. Reading book.",
+            "probability": 7.687430933648881e-05,
+            "start_logit": 0.8284451365470886,
+            "end_logit": 9.009639739990234
+        },
+        {
+            "text": "Got Employee of month Reward. HOBBIES \uf0b7 \uf0b7 Net Surfing. Reading book.",
+            "probability": 7.406306730518219e-05,
+            "start_logit": 0.7911903858184814,
+            "end_logit": 9.009639739990234
+        },
+        {
+            "text": "Surfing.",
+            "probability": 5.659724280261742e-05,
+            "start_logit": 0.8284451365470886,
+            "end_logit": 8.703428268432617
+        },
+        {
+            "text": "Got Employee of month Reward. HOBBIES \uf0b7 \uf0b7 Net Surfing.",
+            "probability": 5.452751952059944e-05,
+            "start_logit": 0.7911903858184814,
+            "end_logit": 8.703428268432617
+        },
+        {
+            "text": "Net",
+            "probability": 1.281418167037681e-05,
+            "start_logit": 9.749532699584961,
+            "end_logit": -1.7030670642852783
+        },
+        {
+            "text": "\uf0b7 Net Surfing. Reading book.",
+            "probability": 4.870543799225214e-06,
+            "start_logit": -1.930521011352539,
+            "end_logit": 9.009639739990234
+        },
+        {
+            "text": "\uf0b7 Net Surfing.",
+            "probability": 3.5858448988326576e-06,
+            "start_logit": -1.930521011352539,
+            "end_logit": 8.703428268432617
+        },
+        {
+            "text": "fing",
+            "probability": 1.9320251496554146e-06,
+            "start_logit": -2.5489463806152344,
+            "end_logit": 8.703428268432617
+        },
+        {
+            "text": "Net Surfing. Reading book. PERSONAL",
+            "probability": 1.7295495402884215e-06,
+            "start_logit": 9.749532699584961,
+            "end_logit": -3.705758571624756
+        },
+        {
+            "text": "\uf0b7 \uf0b7 Net Surfing. Reading book.",
+            "probability": 1.3981802833565945e-06,
+            "start_logit": -3.1785550117492676,
+            "end_logit": 9.009639739990234
+        },
+        {
+            "text": "\uf0b7 \uf0b7 Net Surfing.",
+            "probability": 1.029383543890971e-06,
+            "start_logit": -3.1785550117492676,
+            "end_logit": 8.703428268432617
+        },
+        {
+            "text": "book",
+            "probability": 9.98335688336896e-07,
+            "start_logit": -3.515392303466797,
+            "end_logit": 9.009639739990234
+        },
+        {
+            "text": "HOBBIES \uf0b7 \uf0b7 Net Surfing. Reading book.",
+            "probability": 9.674692631671933e-07,
+            "start_logit": -3.5467982292175293,
+            "end_logit": 9.009639739990234
+        },
+        {
+            "text": "HOBBIES \uf0b7 \uf0b7 Net Surfing.",
+            "probability": 7.122807770781848e-07,
+            "start_logit": -3.5467982292175293,
+            "end_logit": 8.703428268432617
+        },
+        {
+            "text": "Surfing",
+            "probability": 5.936731836896279e-07,
+            "start_logit": -3.7289414405822754,
+            "end_logit": 8.703428268432617
+        },
+        {
+            "text": "\uf0b7 Got Employee of month Reward. HOBBIES \uf0b7 \uf0b7 Net Surfing. Reading book.",
+            "probability": 3.9086812845562145e-07,
+            "start_logit": -4.45311164855957,
+            "end_logit": 9.009639739990234
+        },
+        {
+            "text": "book.",
+            "probability": 3.071612706638172e-07,
+            "start_logit": -4.694108963012695,
+            "end_logit": 9.009639739990234
+        },
+        {
+            "text": "",
+            "probability": 3.39782840343989e-10,
+            "start_logit": 0.050282809883356094,
+            "end_logit": -2.5415735244750977
+        }
+    ],
+    "41068": [
+        {
+            "text": "Unmarried",
+            "probability": 0.9954418953605576,
+            "start_logit": 11.500120162963867,
+            "end_logit": 10.043241500854492
+        },
+        {
+            "text": "Un",
+            "probability": 0.004073264029645282,
+            "start_logit": 6.001378059387207,
+            "end_logit": 10.043241500854492
+        },
+        {
+            "text": "Unmarried Address",
+            "probability": 0.000481531329718127,
+            "start_logit": 11.500120162963867,
+            "end_logit": 2.409270763397217
+        },
+        {
+            "text": "\u2013 Unmarried",
+            "probability": 1.2908665457879914e-06,
+            "start_logit": -2.0555081367492676,
+            "end_logit": 10.043241500854492
+        },
+        {
+            "text": "Unmarried Address _",
+            "probability": 1.0788628477749508e-06,
+            "start_logit": 11.500120162963867,
+            "end_logit": -3.6917929649353027
+        },
+        {
+            "text": "Marital Status \u2013 Unmarried",
+            "probability": 3.119222585736148e-07,
+            "start_logit": -3.475823163986206,
+            "end_logit": 10.043241500854492
+        },
+        {
+            "text": "Unmarried Address _ Shiv puri colony, Yamuna par, Laxmi Nagar, Mathura.",
+            "probability": 1.3526616728316122e-07,
+            "start_logit": 11.500120162963867,
+            "end_logit": -5.768211364746094
+        },
+        {
+            "text": "Marital Status \u2013 Un",
+            "probability": 1.0043159085461582e-07,
+            "start_logit": -4.609100341796875,
+            "end_logit": 10.043241500854492
+        },
+        {
+            "text": "Date of Birth \u2013 08/10/1995 Gender \u2013 Female Marital Status \u2013 Unmarried",
+            "probability": 9.705983439764498e-08,
+            "start_logit": -4.64324951171875,
+            "end_logit": 10.043241500854492
+        },
+        {
+            "text": "Status \u2013 Unmarried",
+            "probability": 9.577338044337438e-08,
+            "start_logit": -4.65659236907959,
+            "end_logit": 10.043241500854492
+        },
+        {
+            "text": "Gender \u2013 Female Marital Status \u2013 Unmarried",
+            "probability": 8.528010680084744e-08,
+            "start_logit": -4.7726359367370605,
+            "end_logit": 10.043241500854492
+        },
+        {
+            "text": "Unmarried Address _ Shiv puri colony,",
+            "probability": 3.8928707535556466e-08,
+            "start_logit": 11.500120162963867,
+            "end_logit": -7.013723850250244
+        },
+        {
+            "text": "Female Marital Status \u2013 Unmarried",
+            "probability": 3.1269328123428886e-08,
+            "start_logit": -5.775939464569092,
+            "end_logit": 10.043241500854492
+        },
+        {
+            "text": "Unmarried Address _ Shiv",
+            "probability": 1.90603477452398e-08,
+            "start_logit": 11.500120162963867,
+            "end_logit": -7.727845668792725
+        },
+        {
+            "text": "Unmarried Address _ Shiv puri",
+            "probability": 1.587227403119225e-08,
+            "start_logit": 11.500120162963867,
+            "end_logit": -7.910881996154785
+        },
+        {
+            "text": "Unmarried Address _ Shiv puri colony, Yamuna par,",
+            "probability": 7.677511800917753e-09,
+            "start_logit": 11.500120162963867,
+            "end_logit": -8.637160301208496
+        },
+        {
+            "text": "\u2013 Unmarried Address",
+            "probability": 6.244389423219832e-10,
+            "start_logit": -2.0555081367492676,
+            "end_logit": 2.409270763397217
+        },
+        {
+            "text": "Unmarried Address _ Shiv puri colony",
+            "probability": 1.5929297818807303e-10,
+            "start_logit": 6.001378059387207,
+            "end_logit": -7.013723850250244
+        },
+        {
+            "text": "Marital Status \u2013 Unmarried Address",
+            "probability": 1.5088810370516936e-10,
+            "start_logit": -3.475823163986206,
+            "end_logit": 2.409270763397217
+        },
+        {
+            "text": "Marital Status \u2013",
+            "probability": 7.442951031014266e-11,
+            "start_logit": -4.609100341796875,
+            "end_logit": 2.835861921310425
+        },
+        {
+            "text": "",
+            "probability": 1.283009288646921e-13,
+            "start_logit": -3.118366003036499,
+            "end_logit": -5.018101692199707
+        }
+    ],
+    "40454": [
+        {
+            "text": "",
+            "probability": 0.9982768365484794,
+            "start_logit": 5.261259078979492,
+            "end_logit": 3.7191550731658936
+        },
+        {
+            "text": "4 Days",
+            "probability": 0.0016049276890115613,
+            "start_logit": 3.9324746131896973,
+            "end_logit": -1.3850123882293701
+        },
+        {
+            "text": "4 Days Exchange",
+            "probability": 9.487606049380893e-05,
+            "start_logit": 3.9324746131896973,
+            "end_logit": -4.213274955749512
+        },
+        {
+            "text": "4 Days Exchange Server(Configuration",
+            "probability": 1.0927626448728531e-05,
+            "start_logit": 3.9324746131896973,
+            "end_logit": -6.374552249908447
+        },
+        {
+            "text": "4 Days Exchange Server(Configuration & Administration)",
+            "probability": 7.662786108632066e-06,
+            "start_logit": 3.9324746131896973,
+            "end_logit": -6.729470729827881
+        },
+        {
+            "text": "4",
+            "probability": 2.793662345024933e-06,
+            "start_logit": 3.9324746131896973,
+            "end_logit": -7.738492965698242
+        },
+        {
+            "text": "4 Days Exchange Server(Configuration & Administration) Training from Microsoft India (P) Ltd 5 Days",
+            "probability": 9.184116265448572e-07,
+            "start_logit": 3.9324746131896973,
+            "end_logit": -8.850955963134766
+        },
+        {
+            "text": "4 Days Exchange Server(Configuration & Administration) Training from Microsoft India (P) Ltd 5 Days MS",
+            "probability": 7.00954549542844e-07,
+            "start_logit": 3.9324746131896973,
+            "end_logit": -9.121158599853516
+        },
+        {
+            "text": "Days",
+            "probability": 2.8230256020291686e-07,
+            "start_logit": -4.713135242462158,
+            "end_logit": -1.3850123882293701
+        },
+        {
+            "text": "(3 years",
+            "probability": 3.3655973190209356e-08,
+            "start_logit": -3.398125648498535,
+            "end_logit": -4.826810836791992
+        },
+        {
+            "text": "Days Exchange",
+            "probability": 1.6688449556169464e-08,
+            "start_logit": -4.713135242462158,
+            "end_logit": -4.213274955749512
+        },
+        {
+            "text": "3 Yrs.",
+            "probability": 1.2605484847789558e-08,
+            "start_logit": -5.005496978759766,
+            "end_logit": -4.201498031616211
+        },
+        {
+            "text": "Exchange",
+            "probability": 4.6635982802462625e-09,
+            "start_logit": -5.988064765930176,
+            "end_logit": -4.213274955749512
+        },
+        {
+            "text": "Days Exchange Server(Configuration",
+            "probability": 1.9221407572057597e-09,
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+        {
+            "text": "Days Exchange Server(Configuration & Administration)",
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+        {
+            "text": "(3 years Full Time",
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+        {
+            "text": "Exchange Server(Configuration",
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+        {
+            "text": "(3 years Full",
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+            "text": "PHP, MySQL, Ajax,",
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+            "text": "PHP, MySQL, Ajax, jQuery,",
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+            "text": "Skills PHP, MySQL, Ajax,",
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+        {
+            "text": "Skills PHP, MySQL, Ajax, jQuery,",
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+        {
+            "text": "",
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+            "text": "Got Employee of month Reward.",
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+        {
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+            "end_logit": 11.57027530670166
+        },
+        {
+            "text": "\uf0b7 Got Employee of month Reward.",
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+        },
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+            "text": "of month Reward.",
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+        {
+            "text": "Got Employee of month Reward. HOBBIES \uf0b7 \uf0b7 Net Surfing.",
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+        {
+            "text": "Got Employee of month Reward. HOBBIES \uf0b7",
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+}

null_odds_.json

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+}

predictions_.json

@@ -0,0 +1,18 @@
+{
+    "40452": "GEETESHWARI CHHOKER",
+    "40453": "PHP Developer",
+    "40456": "Midland Residential",
+    "40460": "MSc.",
+    "40461": "year2017",
+    "40455": "Noida",
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+    "40465": "SDS Softwares.",
+    "40466": "Designing and developing database",
+    "40468": "CCNA - CISCO",
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+    "40486": "Net Surfing. Reading book.",
+    "41068": "Unmarried",
+    "40454": "",
+    "40457": "PHP, MySQL, Ajax, jQuery, Javascript, HTML5.",
+    "41069": "Got Employee of month Reward."
+}

pytorch_model.bin

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special_tokens_map.json

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tokenizer_config.json

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