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cahmetcan/text-moderation-tr-500

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Files changed (4) hide show
  1. README.md +31 -31
  2. config.json +2 -6
  3. emissions.csv +2 -1
  4. model.safetensors +2 -2
README.md CHANGED
@@ -16,7 +16,7 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [dbmdz/bert-base-turkish-cased](https://huggingface.co/dbmdz/bert-base-turkish-cased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.4700
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  ## Model description
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@@ -47,36 +47,36 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:-----:|:----:|:---------------:|
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- | 1.9742 | 1.0 | 10 | 1.9170 |
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- | 1.8556 | 2.0 | 20 | 1.8738 |
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- | 1.7261 | 3.0 | 30 | 1.7386 |
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- | 1.5083 | 4.0 | 40 | 1.4959 |
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- | 1.2252 | 5.0 | 50 | 1.2750 |
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- | 0.957 | 6.0 | 60 | 1.0529 |
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- | 0.6789 | 7.0 | 70 | 0.8196 |
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- | 0.4548 | 8.0 | 80 | 0.7391 |
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- | 0.2953 | 9.0 | 90 | 0.5470 |
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- | 0.1805 | 10.0 | 100 | 0.4776 |
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- | 0.1086 | 11.0 | 110 | 0.4114 |
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- | 0.0681 | 12.0 | 120 | 0.4423 |
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- | 0.0441 | 13.0 | 130 | 0.4439 |
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- | 0.0301 | 14.0 | 140 | 0.4397 |
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- | 0.0236 | 15.0 | 150 | 0.4099 |
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- | 0.019 | 16.0 | 160 | 0.4264 |
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- | 0.0166 | 17.0 | 170 | 0.4461 |
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- | 0.0146 | 18.0 | 180 | 0.4473 |
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- | 0.0133 | 19.0 | 190 | 0.4455 |
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- | 0.0123 | 20.0 | 200 | 0.4566 |
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- | 0.0114 | 21.0 | 210 | 0.4600 |
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- | 0.0107 | 22.0 | 220 | 0.4599 |
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- | 0.0104 | 23.0 | 230 | 0.4627 |
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- | 0.01 | 24.0 | 240 | 0.4626 |
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- | 0.0101 | 25.0 | 250 | 0.4647 |
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- | 0.0097 | 26.0 | 260 | 0.4641 |
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- | 0.0093 | 27.0 | 270 | 0.4674 |
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- | 0.0093 | 28.0 | 280 | 0.4701 |
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- | 0.0089 | 29.0 | 290 | 0.4701 |
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- | 0.009 | 30.0 | 300 | 0.4700 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [dbmdz/bert-base-turkish-cased](https://huggingface.co/dbmdz/bert-base-turkish-cased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.2470
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:-----:|:----:|:---------------:|
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+ | 1.2388 | 1.0 | 25 | 1.1266 |
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+ | 0.6389 | 2.0 | 50 | 0.6523 |
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+ | 0.4716 | 3.0 | 75 | 0.3668 |
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+ | 0.1778 | 4.0 | 100 | 0.2563 |
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+ | 0.1008 | 5.0 | 125 | 0.2636 |
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+ | 0.0212 | 6.0 | 150 | 0.1897 |
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+ | 0.0107 | 7.0 | 175 | 0.2159 |
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+ | 0.005 | 8.0 | 200 | 0.1781 |
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+ | 0.0049 | 9.0 | 225 | 0.2203 |
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+ | 0.0033 | 10.0 | 250 | 0.2192 |
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+ | 0.0025 | 11.0 | 275 | 0.2127 |
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+ | 0.0024 | 12.0 | 300 | 0.2193 |
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+ | 0.0018 | 13.0 | 325 | 0.2204 |
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+ | 0.0017 | 14.0 | 350 | 0.2237 |
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+ | 0.0016 | 15.0 | 375 | 0.2237 |
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+ | 0.0014 | 16.0 | 400 | 0.2261 |
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+ | 0.0012 | 17.0 | 425 | 0.2282 |
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+ | 0.0012 | 18.0 | 450 | 0.2313 |
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+ | 0.0013 | 19.0 | 475 | 0.2338 |
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+ | 0.001 | 20.0 | 500 | 0.2381 |
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+ | 0.001 | 21.0 | 525 | 0.2411 |
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+ | 0.0009 | 22.0 | 550 | 0.2416 |
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+ | 0.001 | 23.0 | 575 | 0.2446 |
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+ | 0.001 | 24.0 | 600 | 0.2456 |
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+ | 0.0008 | 25.0 | 625 | 0.2460 |
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+ | 0.0009 | 26.0 | 650 | 0.2463 |
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+ | 0.0009 | 27.0 | 675 | 0.2467 |
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+ | 0.0009 | 28.0 | 700 | 0.2469 |
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+ | 0.0009 | 29.0 | 725 | 0.2470 |
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+ | 0.0008 | 30.0 | 750 | 0.2470 |
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  ### Framework versions
config.json CHANGED
@@ -13,9 +13,7 @@
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  "1": "LABEL_1",
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  "2": "LABEL_2",
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  "3": "LABEL_3",
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- "4": "LABEL_4",
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- "5": "LABEL_5",
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- "6": "LABEL_6"
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  },
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  "initializer_range": 0.02,
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  "intermediate_size": 3072,
@@ -24,9 +22,7 @@
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  "LABEL_1": 1,
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  "LABEL_2": 2,
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  "LABEL_3": 3,
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- "LABEL_4": 4,
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- "LABEL_5": 5,
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- "LABEL_6": 6
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  },
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  "layer_norm_eps": 1e-12,
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  "max_position_embeddings": 512,
 
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  "1": "LABEL_1",
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  "2": "LABEL_2",
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  "3": "LABEL_3",
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+ "4": "LABEL_4"
 
 
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  },
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  "initializer_range": 0.02,
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  "intermediate_size": 3072,
 
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  "LABEL_1": 1,
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  "LABEL_2": 2,
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  "LABEL_3": 3,
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+ "LABEL_4": 4
 
 
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  },
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  "layer_norm_eps": 1e-12,
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  "max_position_embeddings": 512,
emissions.csv CHANGED
@@ -1,3 +1,4 @@
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  timestamp,project_name,run_id,duration,emissions,emissions_rate,cpu_power,gpu_power,ram_power,cpu_energy,gpu_energy,ram_energy,energy_consumed,country_name,country_iso_code,region,cloud_provider,cloud_region,os,python_version,codecarbon_version,cpu_count,cpu_model,gpu_count,gpu_model,longitude,latitude,ram_total_size,tracking_mode,on_cloud,pue
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  2024-10-14T16:28:55,codecarbon,995c0c25-4c91-4a55-a50c-58d50f59f646,14.825298070907593,0.0003958708713613,2.6702388678324497e-05,42.5,166.4844087385748,23.70660352706909,0.0001750090021226,0.0006849569368539,9.716172054565704e-05,0.0009571276595222,Türkiye,TUR,istanbul,,,Windows-11-10.0.22631-SP0,3.12.7,2.3.5,32,AMD Ryzen 9 7950X3D 16-Core Processor,1,1 x NVIDIA GeForce RTX 4070 SUPER,28.9773,41.0479,63.21760940551758,machine,N,1.0
3
- 2024-10-14T18:53:45,codecarbon,dce7e6f0-14c0-414f-9595-1ca418b9dcdb,125.87177395820618,0.0036891982054454344,2.9309177819884997e-05,42.5,163.5488763920361,23.706603527069092,0.001485932868387964,0.006608745842548003,0.0008249814594337718,0.008919660170369737,Türkiye,TUR,istanbul,,,Windows-11-10.0.22631-SP0,3.12.7,2.3.5,32,AMD Ryzen 9 7950X3D 16-Core Processor,1,1 x NVIDIA GeForce RTX 4070 SUPER,28.9773,41.0479,63.21760940551758,machine,N,1.0
 
 
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  timestamp,project_name,run_id,duration,emissions,emissions_rate,cpu_power,gpu_power,ram_power,cpu_energy,gpu_energy,ram_energy,energy_consumed,country_name,country_iso_code,region,cloud_provider,cloud_region,os,python_version,codecarbon_version,cpu_count,cpu_model,gpu_count,gpu_model,longitude,latitude,ram_total_size,tracking_mode,on_cloud,pue
2
  2024-10-14T16:28:55,codecarbon,995c0c25-4c91-4a55-a50c-58d50f59f646,14.825298070907593,0.0003958708713613,2.6702388678324497e-05,42.5,166.4844087385748,23.70660352706909,0.0001750090021226,0.0006849569368539,9.716172054565704e-05,0.0009571276595222,Türkiye,TUR,istanbul,,,Windows-11-10.0.22631-SP0,3.12.7,2.3.5,32,AMD Ryzen 9 7950X3D 16-Core Processor,1,1 x NVIDIA GeForce RTX 4070 SUPER,28.9773,41.0479,63.21760940551758,machine,N,1.0
3
+ 2024-10-14T18:53:45,codecarbon,dce7e6f0-14c0-414f-9595-1ca418b9dcdb,125.87177395820618,0.0036891982054454,2.9309177819885e-05,42.5,163.5488763920361,23.70660352706909,0.0014859328683879,0.006608745842548,0.0008249814594337,0.0089196601703697,Türkiye,TUR,istanbul,,,Windows-11-10.0.22631-SP0,3.12.7,2.3.5,32,AMD Ryzen 9 7950X3D 16-Core Processor,1,1 x NVIDIA GeForce RTX 4070 SUPER,28.9773,41.0479,63.21760940551758,machine,N,1.0
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+ 2024-10-14T22:56:59,codecarbon,bdcd0fa9-870b-4e3f-83cf-0a4be5465629,308.2647213935852,0.00889249722213096,2.884695070499886e-05,42.5,168.26506736537408,23.706603527069092,0.003638986729251015,0.015841596562156002,0.0020194958234228144,0.021500079114829825,Türkiye,TUR,istanbul,,,Windows-11-10.0.22631-SP0,3.12.7,2.3.5,32,AMD Ryzen 9 7950X3D 16-Core Processor,1,1 x NVIDIA GeForce RTX 4070 SUPER,28.9773,41.0479,63.21760940551758,machine,N,1.0
model.safetensors CHANGED
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