Initial push

README.md

@@ -21,11 +21,11 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [PKOBP/polish-roberta-8k](https://huggingface.co/PKOBP/polish-roberta-8k) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 1.1877
-- Accuracy: 0.7279
-- Precision: 0.7169
-- Recall: 0.7279
-- F1: 0.7173
+- Loss: 1.1140
+- Accuracy: 0.7371
+- Precision: 0.7338
+- Recall: 0.7371
+- F1: 0.7276
 
 ## Model description
 
@@ -60,13 +60,13 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1     |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|
-| 3.2476        | 1.0   | 64   | 1.8715          | 0.5835   | 0.4848    | 0.5835 | 0.5112 |
-| 1.7539        | 2.0   | 128  | 1.4116          | 0.6608   | 0.6017    | 0.6608 | 0.6080 |
-| 1.3628        | 3.0   | 192  | 1.1841          | 0.7067   | 0.6748    | 0.7067 | 0.6776 |
-| 0.8152        | 4.0   | 256  | 1.1140          | 0.7251   | 0.7020    | 0.7251 | 0.7014 |
-| 0.6708        | 5.0   | 320  | 1.1075          | 0.7335   | 0.7282    | 0.7335 | 0.7201 |
-| 0.5115        | 6.0   | 384  | 1.0822          | 0.7351   | 0.7252    | 0.7351 | 0.7235 |
-| 0.4185        | 7.0   | 448  | 1.0690          | 0.7489   | 0.7374    | 0.7489 | 0.7361 |
+| 3.0764        | 1.0   | 64   | 1.6987          | 0.6210   | 0.5278    | 0.6210 | 0.5529 |
+| 1.6258        | 2.0   | 128  | 1.3065          | 0.6845   | 0.6331    | 0.6845 | 0.6401 |
+| 1.2496        | 3.0   | 192  | 1.1332          | 0.7113   | 0.6755    | 0.7113 | 0.6801 |
+| 0.7597        | 4.0   | 256  | 1.0614          | 0.7435   | 0.7298    | 0.7435 | 0.7219 |
+| 0.6033        | 5.0   | 320  | 1.0464          | 0.7565   | 0.7427    | 0.7565 | 0.7423 |
+| 0.457         | 6.0   | 384  | 1.0559          | 0.7496   | 0.7399    | 0.7496 | 0.7383 |
+| 0.3654        | 7.0   | 448  | 1.0642          | 0.7519   | 0.7393    | 0.7519 | 0.7395 |
 
 
 ### Framework versions

all_results.json

@@ -1,16 +1,16 @@
 {
     "epoch": 7.0,
-    "eval_accuracy": 0.727901614142967,
-    "eval_f1": 0.7173135781398362,
-    "eval_loss": 1.187737226486206,
-    "eval_precision": 0.7169356307649837,
-    "eval_recall": 0.727901614142967,
-    "eval_runtime": 6.5815,
-    "eval_samples_per_second": 197.675,
-    "eval_steps_per_second": 4.254,
-    "total_flos": 5.110454980828285e+16,
-    "train_loss": 1.131797343492508,
-    "train_runtime": 757.2458,
-    "train_samples_per_second": 56.213,
-    "train_steps_per_second": 0.592
+    "eval_accuracy": 0.7371252882398155,
+    "eval_f1": 0.7276486924413584,
+    "eval_loss": 1.1139905452728271,
+    "eval_precision": 0.7337764967686515,
+    "eval_recall": 0.7371252882398155,
+    "eval_runtime": 6.5283,
+    "eval_samples_per_second": 199.287,
+    "eval_steps_per_second": 4.289,
+    "total_flos": 5.110282355967835e+16,
+    "train_loss": 1.0472066572734289,
+    "train_runtime": 758.6873,
+    "train_samples_per_second": 56.106,
+    "train_steps_per_second": 0.59
 }

config.json

@@ -24,9 +24,9 @@
     "0": "BINFO",
     "1": "DANE_ARCH",
     "2": "DAN_DO_ROZL",
-    "3": "DIER_ST_HYD",
-    "4": "DUY_PRZ",
-    "5": "EBOK_ZG",
+    "3": "DIER\u017b_ST_HYD",
+    "4": "DU\u017bY_PRZ",
+    "5": "EBOK_ZG\u0141",
     "6": "EKSP_WOD",
     "7": "GRVAT_ZM",
     "8": "INFO_DW",
@@ -38,71 +38,61 @@
     "14": "KONT_WYM",
     "15": "KOSZT_UM",
     "16": "KOSZT_WP",
-    "17": "LIK_PRZY_WK",
+    "17": "LIK_PRZY\u0141_WK",
     "18": "MAPA",
     "19": "NEGOC_DESZCZ",
     "20": "NOTA_KOR",
-    "21": "ODP_CZYSZ_K",
-    "22": "ODP_DOW_W",
-    "23": "ODP_INSP_TV",
-    "24": "ODP_LAB_W",
-    "25": "ODP_LOK_WYC",
-    "26": "ODP_OPL_WOD",
-    "27": "ODP_POM_CI",
-    "28": "ODP_WYM_ODL",
-    "29": "ODP_WYM_WOD",
-    "30": "ODP_ZAW_US",
-    "31": "ODP_ZO_ZASU",
-    "32": "ODSZKOD",
-    "33": "ODWOD_KD",
-    "34": "ODWOD_KS",
-    "35": "OKR_W_PRZEW",
-    "36": "OP_PRZY_WK",
-    "37": "OP_SIEC_WK",
-    "38": "OP_UM",
-    "39": "PENOM",
-    "40": "POMYKA",
-    "41": "POTW_SALDA",
-    "42": "POTW_WPAT",
-    "43": "POZYTYW",
-    "44": "POZ_SPR_WIND",
-    "45": "PROLONG",
-    "46": "PROMESA",
-    "47": "PRZE",
-    "48": "PRZEKSIG",
-    "49": "PRZEK_SIE",
-    "50": "PRZEN_WOD",
-    "51": "PRZYW_DOS_W",
-    "52": "PYT",
-    "53": "REKLAMACJA",
-    "54": "RODO",
-    "55": "ROW_EKSP",
-    "56": "ROW_WYC",
-    "57": "ROZDZ_INSTAL",
-    "58": "ROZ_P_RATY",
-    "59": "SK",
-    "60": "SPR_SPOS_ZAS",
-    "61": "SUEBNO",
-    "62": "UDOST_WN",
-    "63": "UM",
-    "64": "UZN_CIEKI",
-    "65": "UZ_PRZY_WK",
-    "66": "UZ_SIE_WK",
-    "67": "WAR_ODW_KS",
-    "68": "WAR_PRZY_SIE",
-    "69": "WAR_WK",
-    "70": "WAR_WKKD",
-    "71": "WAR_WKRW",
-    "72": "WOD_OGR_PRZY",
-    "73": "WPIN_SIE",
-    "74": "WYJ_ROZL",
-    "75": "WYM_PRZY_WK",
-    "76": "ZAP_JAKO",
-    "77": "ZAW_KOC",
-    "78": "ZG_ODCZ",
-    "79": "ZM",
-    "80": "ZW_ANEKS",
-    "81": "ZW_NADP"
+    "21": "ODPL",
+    "22": "ODSZKOD",
+    "23": "ODWOD_KD",
+    "24": "ODWOD_KS",
+    "25": "OKR_W\u0141_PRZEW",
+    "26": "OP_PRZY\u0141_WK",
+    "27": "OP_SIEC_WK",
+    "28": "OP_UM",
+    "29": "PE\u0141NOM",
+    "30": "POMY\u0141KA",
+    "31": "POTW_SALDA",
+    "32": "POTW_WP\u0141AT",
+    "33": "POZYTYW",
+    "34": "POZ_SPR_WIND",
+    "35": "PROLONG",
+    "36": "PROMESA",
+    "37": "PRZE",
+    "38": "PRZEKSI\u0118G",
+    "39": "PRZEK_SIE\u0106",
+    "40": "PRZEN_WOD",
+    "41": "PRZYW_DOS_W",
+    "42": "PYT",
+    "43": "REKLAMACJA",
+    "44": "RODO",
+    "45": "ROW_EKSP",
+    "46": "ROW_WYC",
+    "47": "ROZDZ_INSTAL",
+    "48": "ROZ\u0141_P\u0141_RATY",
+    "49": "SK",
+    "50": "SPR_SPOS_ZAS",
+    "51": "S\u0141U\u017bEBNO\u015a\u0106",
+    "52": "UDOST_WN",
+    "53": "UM",
+    "54": "UZN_\u015aCIEKI",
+    "55": "UZ_PRZY\u0141_WK",
+    "56": "UZ_SIE\u0106_WK",
+    "57": "WAR_ODW_KS",
+    "58": "WAR_PRZY_SIE",
+    "59": "WAR_WK",
+    "60": "WAR_WKKD",
+    "61": "WAR_WKR\u00d3W",
+    "62": "WOD_OGR_PRZY",
+    "63": "WPIN_SIE\u0106",
+    "64": "WYJ_ROZL",
+    "65": "WYM_PRZY\u0141_WK",
+    "66": "ZAP_JAKO\u015a\u0106",
+    "67": "ZA\u015aW_KO\u0143C",
+    "68": "ZG\u0141_ODCZ",
+    "69": "ZM",
+    "70": "ZW_ANEKS",
+    "71": "ZW_NADP\u0141"
   },
   "initializer_range": 0.02,
   "intermediate_size": 4096,
@@ -110,9 +100,9 @@
     "BINFO": 0,
     "DANE_ARCH": 1,
     "DAN_DO_ROZL": 2,
-    "DIER_ST_HYD": 3,
-    "DUY_PRZ": 4,
-    "EBOK_ZG": 5,
+    "DIER\u017b_ST_HYD": 3,
+    "DU\u017bY_PRZ": 4,
+    "EBOK_ZG\u0141": 5,
     "EKSP_WOD": 6,
     "GRVAT_ZM": 7,
     "INFO_DW": 8,
@@ -124,71 +114,61 @@
     "KONT_WYM": 14,
     "KOSZT_UM": 15,
     "KOSZT_WP": 16,
-    "LIK_PRZY_WK": 17,
+    "LIK_PRZY\u0141_WK": 17,
     "MAPA": 18,
     "NEGOC_DESZCZ": 19,
     "NOTA_KOR": 20,
-    "ODP_CZYSZ_K": 21,
-    "ODP_DOW_W": 22,
-    "ODP_INSP_TV": 23,
-    "ODP_LAB_W": 24,
-    "ODP_LOK_WYC": 25,
-    "ODP_OPL_WOD": 26,
-    "ODP_POM_CI": 27,
-    "ODP_WYM_ODL": 28,
-    "ODP_WYM_WOD": 29,
-    "ODP_ZAW_US": 30,
-    "ODP_ZO_ZASU": 31,
-    "ODSZKOD": 32,
-    "ODWOD_KD": 33,
-    "ODWOD_KS": 34,
-    "OKR_W_PRZEW": 35,
-    "OP_PRZY_WK": 36,
-    "OP_SIEC_WK": 37,
-    "OP_UM": 38,
-    "PENOM": 39,
-    "POMYKA": 40,
-    "POTW_SALDA": 41,
-    "POTW_WPAT": 42,
-    "POZYTYW": 43,
-    "POZ_SPR_WIND": 44,
-    "PROLONG": 45,
-    "PROMESA": 46,
-    "PRZE": 47,
-    "PRZEKSIG": 48,
-    "PRZEK_SIE": 49,
-    "PRZEN_WOD": 50,
-    "PRZYW_DOS_W": 51,
-    "PYT": 52,
-    "REKLAMACJA": 53,
-    "RODO": 54,
-    "ROW_EKSP": 55,
-    "ROW_WYC": 56,
-    "ROZDZ_INSTAL": 57,
-    "ROZ_P_RATY": 58,
-    "SK": 59,
-    "SPR_SPOS_ZAS": 60,
-    "SUEBNO": 61,
-    "UDOST_WN": 62,
-    "UM": 63,
-    "UZN_CIEKI": 64,
-    "UZ_PRZY_WK": 65,
-    "UZ_SIE_WK": 66,
-    "WAR_ODW_KS": 67,
-    "WAR_PRZY_SIE": 68,
-    "WAR_WK": 69,
-    "WAR_WKKD": 70,
-    "WAR_WKRW": 71,
-    "WOD_OGR_PRZY": 72,
-    "WPIN_SIE": 73,
-    "WYJ_ROZL": 74,
-    "WYM_PRZY_WK": 75,
-    "ZAP_JAKO": 76,
-    "ZAW_KOC": 77,
-    "ZG_ODCZ": 78,
-    "ZM": 79,
-    "ZW_ANEKS": 80,
-    "ZW_NADP": 81
+    "ODPL": 21,
+    "ODSZKOD": 22,
+    "ODWOD_KD": 23,
+    "ODWOD_KS": 24,
+    "OKR_W\u0141_PRZEW": 25,
+    "OP_PRZY\u0141_WK": 26,
+    "OP_SIEC_WK": 27,
+    "OP_UM": 28,
+    "PE\u0141NOM": 29,
+    "POMY\u0141KA": 30,
+    "POTW_SALDA": 31,
+    "POTW_WP\u0141AT": 32,
+    "POZYTYW": 33,
+    "POZ_SPR_WIND": 34,
+    "PROLONG": 35,
+    "PROMESA": 36,
+    "PRZE": 37,
+    "PRZEKSI\u0118G": 38,
+    "PRZEK_SIE\u0106": 39,
+    "PRZEN_WOD": 40,
+    "PRZYW_DOS_W": 41,
+    "PYT": 42,
+    "REKLAMACJA": 43,
+    "RODO": 44,
+    "ROW_EKSP": 45,
+    "ROW_WYC": 46,
+    "ROZDZ_INSTAL": 47,
+    "ROZ\u0141_P\u0141_RATY": 48,
+    "SK": 49,
+    "SPR_SPOS_ZAS": 50,
+    "S\u0141U\u017bEBNO\u015a\u0106": 51,
+    "UDOST_WN": 52,
+    "UM": 53,
+    "UZN_\u015aCIEKI": 54,
+    "UZ_PRZY\u0141_WK": 55,
+    "UZ_SIE\u0106_WK": 56,
+    "WAR_ODW_KS": 57,
+    "WAR_PRZY_SIE": 58,
+    "WAR_WK": 59,
+    "WAR_WKKD": 60,
+    "WAR_WKR\u00d3W": 61,
+    "WOD_OGR_PRZY": 62,
+    "WPIN_SIE\u0106": 63,
+    "WYJ_ROZL": 64,
+    "WYM_PRZY\u0141_WK": 65,
+    "ZAP_JAKO\u015a\u0106": 66,
+    "ZA\u015aW_KO\u0143C": 67,
+    "ZG\u0141_ODCZ": 68,
+    "ZM": 69,
+    "ZW_ANEKS": 70,
+    "ZW_NADP\u0141": 71
   },
   "layer_norm_eps": 1e-05,
   "max_position_embeddings": 8194,

label_info.json

@@ -3,9 +3,9 @@
     "BINFO": 0,
     "DANE_ARCH": 1,
     "DAN_DO_ROZL": 2,
-    "DIER_ST_HYD": 3,
-    "DUY_PRZ": 4,
-    "EBOK_ZG": 5,
+    "DIERŻ_ST_HYD": 3,
+    "DUŻY_PRZ": 4,
+    "EBOK_ZGŁ": 5,
     "EKSP_WOD": 6,
     "GRVAT_ZM": 7,
     "INFO_DW": 8,
@@ -17,79 +17,69 @@
     "KONT_WYM": 14,
     "KOSZT_UM": 15,
     "KOSZT_WP": 16,
-    "LIK_PRZY_WK": 17,
+    "LIK_PRZYŁ_WK": 17,
     "MAPA": 18,
     "NEGOC_DESZCZ": 19,
     "NOTA_KOR": 20,
-    "ODP_CZYSZ_K": 21,
-    "ODP_DOW_W": 22,
-    "ODP_INSP_TV": 23,
-    "ODP_LAB_W": 24,
-    "ODP_LOK_WYC": 25,
-    "ODP_OPL_WOD": 26,
-    "ODP_POM_CI": 27,
-    "ODP_WYM_ODL": 28,
-    "ODP_WYM_WOD": 29,
-    "ODP_ZAW_US": 30,
-    "ODP_ZO_ZASU": 31,
-    "ODSZKOD": 32,
-    "ODWOD_KD": 33,
-    "ODWOD_KS": 34,
-    "OKR_W_PRZEW": 35,
-    "OP_PRZY_WK": 36,
-    "OP_SIEC_WK": 37,
-    "OP_UM": 38,
-    "PENOM": 39,
-    "POMYKA": 40,
-    "POTW_SALDA": 41,
-    "POTW_WPAT": 42,
-    "POZYTYW": 43,
-    "POZ_SPR_WIND": 44,
-    "PROLONG": 45,
-    "PROMESA": 46,
-    "PRZE": 47,
-    "PRZEKSIG": 48,
-    "PRZEK_SIE": 49,
-    "PRZEN_WOD": 50,
-    "PRZYW_DOS_W": 51,
-    "PYT": 52,
-    "REKLAMACJA": 53,
-    "RODO": 54,
-    "ROW_EKSP": 55,
-    "ROW_WYC": 56,
-    "ROZDZ_INSTAL": 57,
-    "ROZ_P_RATY": 58,
-    "SK": 59,
-    "SPR_SPOS_ZAS": 60,
-    "SUEBNO": 61,
-    "UDOST_WN": 62,
-    "UM": 63,
-    "UZN_CIEKI": 64,
-    "UZ_PRZY_WK": 65,
-    "UZ_SIE_WK": 66,
-    "WAR_ODW_KS": 67,
-    "WAR_PRZY_SIE": 68,
-    "WAR_WK": 69,
-    "WAR_WKKD": 70,
-    "WAR_WKRW": 71,
-    "WOD_OGR_PRZY": 72,
-    "WPIN_SIE": 73,
-    "WYJ_ROZL": 74,
-    "WYM_PRZY_WK": 75,
-    "ZAP_JAKO": 76,
-    "ZAW_KOC": 77,
-    "ZG_ODCZ": 78,
-    "ZM": 79,
-    "ZW_ANEKS": 80,
-    "ZW_NADP": 81
+    "ODPL": 21,
+    "ODSZKOD": 22,
+    "ODWOD_KD": 23,
+    "ODWOD_KS": 24,
+    "OKR_WŁ_PRZEW": 25,
+    "OP_PRZYŁ_WK": 26,
+    "OP_SIEC_WK": 27,
+    "OP_UM": 28,
+    "PEŁNOM": 29,
+    "POMYŁKA": 30,
+    "POTW_SALDA": 31,
+    "POTW_WPŁAT": 32,
+    "POZYTYW": 33,
+    "POZ_SPR_WIND": 34,
+    "PROLONG": 35,
+    "PROMESA": 36,
+    "PRZE": 37,
+    "PRZEKSIĘG": 38,
+    "PRZEK_SIEĆ": 39,
+    "PRZEN_WOD": 40,
+    "PRZYW_DOS_W": 41,
+    "PYT": 42,
+    "REKLAMACJA": 43,
+    "RODO": 44,
+    "ROW_EKSP": 45,
+    "ROW_WYC": 46,
+    "ROZDZ_INSTAL": 47,
+    "ROZŁ_PŁ_RATY": 48,
+    "SK": 49,
+    "SPR_SPOS_ZAS": 50,
+    "SŁUŻEBNOŚĆ": 51,
+    "UDOST_WN": 52,
+    "UM": 53,
+    "UZN_ŚCIEKI": 54,
+    "UZ_PRZYŁ_WK": 55,
+    "UZ_SIEĆ_WK": 56,
+    "WAR_ODW_KS": 57,
+    "WAR_PRZY_SIE": 58,
+    "WAR_WK": 59,
+    "WAR_WKKD": 60,
+    "WAR_WKRÓW": 61,
+    "WOD_OGR_PRZY": 62,
+    "WPIN_SIEĆ": 63,
+    "WYJ_ROZL": 64,
+    "WYM_PRZYŁ_WK": 65,
+    "ZAP_JAKOŚĆ": 66,
+    "ZAŚW_KOŃC": 67,
+    "ZGŁ_ODCZ": 68,
+    "ZM": 69,
+    "ZW_ANEKS": 70,
+    "ZW_NADPŁ": 71
   },
   "id2label": {
     "0": "BINFO",
     "1": "DANE_ARCH",
     "2": "DAN_DO_ROZL",
-    "3": "DIER_ST_HYD",
-    "4": "DUY_PRZ",
-    "5": "EBOK_ZG",
+    "3": "DIERŻ_ST_HYD",
+    "4": "DUŻY_PRZ",
+    "5": "EBOK_ZGŁ",
     "6": "EKSP_WOD",
     "7": "GRVAT_ZM",
     "8": "INFO_DW",
@@ -101,71 +91,61 @@
     "14": "KONT_WYM",
     "15": "KOSZT_UM",
     "16": "KOSZT_WP",
-    "17": "LIK_PRZY_WK",
+    "17": "LIK_PRZYŁ_WK",
     "18": "MAPA",
     "19": "NEGOC_DESZCZ",
     "20": "NOTA_KOR",
-    "21": "ODP_CZYSZ_K",
-    "22": "ODP_DOW_W",
-    "23": "ODP_INSP_TV",
-    "24": "ODP_LAB_W",
-    "25": "ODP_LOK_WYC",
-    "26": "ODP_OPL_WOD",
-    "27": "ODP_POM_CI",
-    "28": "ODP_WYM_ODL",
-    "29": "ODP_WYM_WOD",
-    "30": "ODP_ZAW_US",
-    "31": "ODP_ZO_ZASU",
-    "32": "ODSZKOD",
-    "33": "ODWOD_KD",
-    "34": "ODWOD_KS",
-    "35": "OKR_W_PRZEW",
-    "36": "OP_PRZY_WK",
-    "37": "OP_SIEC_WK",
-    "38": "OP_UM",
-    "39": "PENOM",
-    "40": "POMYKA",
-    "41": "POTW_SALDA",
-    "42": "POTW_WPAT",
-    "43": "POZYTYW",
-    "44": "POZ_SPR_WIND",
-    "45": "PROLONG",
-    "46": "PROMESA",
-    "47": "PRZE",
-    "48": "PRZEKSIG",
-    "49": "PRZEK_SIE",
-    "50": "PRZEN_WOD",
-    "51": "PRZYW_DOS_W",
-    "52": "PYT",
-    "53": "REKLAMACJA",
-    "54": "RODO",
-    "55": "ROW_EKSP",
-    "56": "ROW_WYC",
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   },
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 }

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