Upload 7 files

ESG model files

config.json

@@ -0,0 +1,268 @@
+{
+  "_name_or_path": "distilbert-base-cased",
+  "activation": "gelu",
+  "architectures": [
+    "DistilBertForSequenceClassification"
+  ],
+  "attention_dropout": 0.1,
+  "dim": 768,
+  "dropout": 0.1,
+  "hidden_dim": 3072,
+  "id2label": {
+"0": "governance_anti-corruption_and_transparency_financial_transparency_on_taxes_and_donations",
+    "1": "environment_climate_change_mitigation_greenhouse_gas_emissions",
+    "2": "governance_sustainability_and_resilience_management_life_cycle_approach",
+    "3": "social_labor_rights_and_working_conditions_labor_standards_in_the_supply_chain",
+    "4": "environment_land_use_and_landscape_soil_restoration",
+    "5": "environment_climate_change_adaptation_water_resource_management",
+    "6": "governance_sustainability_and_resilience_management_pre-existing_liabilities",
+    "7": "social_supply_chain_supply_chain_diversity_and_inclusion",
+    "8": "social_community_protection_community_engagement_and_philanthropy",
+    "9": "governance_management_and_oversight_financial_sustainability",
+    "10": "governance_management_and_oversight_board_diversity_and_independence",
+    "11": "governance_management_and_oversight_corporate_governance_policies",
+    "12": "environment_climate_change_mitigation_use_and_production_of_fossil_fuels",
+    "13": "environment_climate_change_mitigation_product_and_service_innovation",
+    "14": "social_labor_rights_and_working_conditions_diversity_and_inclusion",
+    "15": "governance_management_and_oversight_compliance_and_ethics_programs",
+    "16": "governance_management_and_oversight_ethical_business_practices",
+    "17": "social_socioeconomic_development_direct_employment_and_training",
+    "18": "governance_management_and_oversight_project_team_competency",
+    "19": "governance_management_and_oversight_results_orientation",
+    "20": "environment_climate_change_adaptation_resilience_building",
+    "21": "environment_climate_change_mitigation_water_consumption_intensity",
+    "22": "governance_stakeholder_engagement_public_grievance_and_customer_feedback_management",
+    "23": "environment_land_use_and_landscape_location_project_siting_and_design_in_relation_to_landscape",
+    "24": "environment_climate_change_adaptation_coastal_erosion_prevention",
+    "25": "governance_anti-corruption_and_transparency_political_contributions_and_lobbying",
+    "26": "social_community_protection_delivery_of_public_health_and_safety_benefits",
+    "27": "social_labor_rights_and_working_conditions_occupational_health_and_safety",
+    "28": "governance_management_and_oversight_governance_oversight",
+    "29": "social_human_rights_minorities_and_indigenous_people",
+    "30": "social_community_protection_social_license_to_operate",
+    "31": "social_customer_focus_and_community_involvement_provision_of_basic_infrastructure_services",
+    "32": "environment_climate_change_adaptation_infrastructure_adaptation",
+    "33": "social_labor_rights_and_working_conditions_retrenchment",
+    "34": "governance_sustainability_and_resilience_management_resilience_planning",
+    "35": "social_labor_rights_and_working_conditions_equal_representation",
+    "36": "social_labor_rights_and_working_conditions_fair_wages_and_access_to_employee_documentation",
+    "37": "governance_stakeholder_engagement_shareholder_rights",
+    "38": "social_labor_rights_and_working_conditions_forced_labor_and_child_labor",
+    "39": "environment_pollution_production_of_hazardous_waste",
+    "40": "social_community_protection_poverty_reduction",
+    "41": "social_socioeconomic_development_access_to_healthcare_and_basic_services",
+    "42": "environment_pollution_cumulative_impacts",
+    "43": "social_labor_rights_and_working_conditions_workers_in_value_chain",
+    "44": "environment_climate_change_mitigation_energy_consumption_intensity",
+    "45": "social_customer_focus_and_community_involvement_customer_service_and_support",
+    "46": "environment_climate_change_adaptation_drought_preparedness",
+    "47": "governance_management_and_oversight_public_disclosure",
+    "48": "environment_resource_management_sustainable_agriculture",
+    "49": "governance_management_and_oversight_board_quality_and_integrity",
+    "50": "social_supply_chain_supplier_engagement",
+    "51": "environment_climate_change_mitigation_carbon_footprint",
+    "52": "environment_pollution_emissions_of_water_pollutants",
+    "53": "social_customer_focus_and_community_involvement_customer_protection_and_product_responsibility",
+    "54": "governance_stakeholder_engagement_stakeholder_engagement_in_governance",
+    "55": "environment_climate_change_mitigation_renewable_energy_usage",
+    "56": "social_labor_rights_and_working_conditions_working_hours_and_leave",
+    "57": "social_socioeconomic_development_socioeconomic_development",
+    "58": "social_community_protection_affected_communities",
+    "59": "governance_anti-corruption_and_transparency_cybersecurity_and_data_privacy",
+    "60": "social_socioeconomic_development_human_capital_development_and_training",
+    "61": "social_supply_chain_supplier_audits_and_monitoring",
+    "62": "social_labor_rights_and_working_conditions_equal_remuneration",
+    "63": "environment_pollution_pest_management",
+    "64": "social_customer_focus_and_community_involvement_customer_relations",
+    "65": "environment_resource_management_responsible_sourcing_of_materials",
+    "66": "environment_climate_change_mitigation_circular_economy",
+    "67": "environment_pollution_water_pollution",
+    "68": "environment_pollution_air_and_soil_pollution",
+    "69": "social_labor_rights_and_working_conditions_anti-corruption_measures",
+    "70": "governance_sustainability_and_resilience_management_supply_chain",
+    "71": "governance_sustainability_and_resilience_management_environmental_and_social_management_systems",
+    "72": "environment_climate_change_adaptation_advocacy_and_policy_engagement",
+    "73": "social_labor_rights_and_working_conditions_discrimination",
+    "74": "governance_management_and_oversight_risk_management",
+    "75": "social_community_protection_cultural_heritage",
+    "76": "social_labor_rights_and_working_conditions_labor_union_relations",
+    "77": "social_human_rights_human_rights_in_supply_chains",
+    "78": "social_socioeconomic_development_employment_policy",
+    "79": "environment_biodiversity_and_ecosystems_invasive_alien_species",
+    "80": "social_labor_rights_and_working_conditions_employee_grievance_mechanism",
+    "81": "governance_anti-corruption_and_transparency_fair_competition",
+    "82": "environment_climate_change_adaptation_climate_risk_management",
+    "83": "environment_climate_change_mitigation_supply_chain_impact",
+    "84": "social_human_rights_human_rights_impact_assessments",
+    "85": "social_customer_focus_and_community_involvement_user_affordability",
+    "86": "environment_land_use_and_landscape_land_use",
+    "87": "governance_sustainability_and_resilience_management_emergency_response_preparedness",
+    "88": "social_labor_rights_and_working_conditions_working_conditions_in_the_supply_chain",
+    "89": "environment_climate_change_adaptation_flood_defenses",
+    "90": "social_human_rights_human_rights_commitment",
+    "91": "environment_resource_management_responsible_sourcing_of_water",
+    "92": "environment_pollution_noise_light_vibration_and_heat",
+    "93": "governance_management_and_oversight_executive_compensation",
+    "94": "environment_resource_management_water_efficiency",
+    "95": "environment_resource_management_chemical_management",
+    "96": "environment_biodiversity_and_ecosystems_marine_ecosystem_conservation",
+    "97": "social_community_protection_management_of_public_health_and_safety_risks",
+    "98": "environment_pollution_emissions_of_air_pollutants",
+    "99": "social_labor_rights_and_working_conditions_fair_labor_practices",
+    "100": "governance_management_and_oversight_organizational_structure_and_management",
+    "101": "social_supply_chain_controversial_sourcing",
+    "102": "governance_management_and_oversight_infrastructure_connectivity_and_integration",
+    "103": "governance_management_and_oversight_audit_and_internal_controls",
+    "104": "social_customer_focus_and_community_involvement_marketing_and_advertising_ethics",
+    "105": "environment_pollution_emissions_of_inorganic_pollutants",
+    "106": "environment_biodiversity_and_ecosystems_ecosystem_management",
+    "107": "environment_resource_management_waste_management",
+    "108": "social_socioeconomic_development_access_to_finance",
+    "109": "governance_management_and_oversight_board_oversight",
+    "110": "environment_climate_change_mitigation_heatwave_mitigation",
+    "111": "social_human_rights_rights_to_association_and_collective_bargaining",
+    "112": "governance_anti-corruption_and_transparency_anti-bribery_and_corruption_management_system",
+    "113": "governance_sustainability_and_resilience_management_engagement_and_participation",
+    "114": "environment_climate_change_mitigation_circular_supply_chains",
+    "115": "social_community_protection_resettlement",
+    "116": "governance_sustainability_and_resilience_management_stakeholder_identification_and_engagement_planning",
+    "117": "social_community_protection_physical_accessibility",
+    "118": "social_human_rights_human_rights_complaints_and_violations"
+  },
+  "initializer_range": 0.02,
+  "label2id": {
+    "environment_biodiversity_and_ecosystems_ecosystem_management": 106,
+    "environment_biodiversity_and_ecosystems_invasive_alien_species": 79,
+    "environment_biodiversity_and_ecosystems_marine_ecosystem_conservation": 96,
+    "environment_climate_change_adaptation_advocacy_and_policy_engagement": 72,
+    "environment_climate_change_adaptation_climate_risk_management": 82,
+    "environment_climate_change_adaptation_coastal_erosion_prevention": 24,
+    "environment_climate_change_adaptation_drought_preparedness": 46,
+    "environment_climate_change_adaptation_flood_defenses": 89,
+    "environment_climate_change_adaptation_infrastructure_adaptation": 32,
+    "environment_climate_change_adaptation_resilience_building": 20,
+    "environment_climate_change_adaptation_water_resource_management": 5,
+    "environment_climate_change_mitigation_carbon_footprint": 51,
+    "environment_climate_change_mitigation_circular_economy": 66,
+    "environment_climate_change_mitigation_circular_supply_chains": 114,
+    "environment_climate_change_mitigation_energy_consumption_intensity": 44,
+    "environment_climate_change_mitigation_greenhouse_gas_emissions": 1,
+    "environment_climate_change_mitigation_heatwave_mitigation": 110,
+    "environment_climate_change_mitigation_product_and_service_innovation": 13,
+    "environment_climate_change_mitigation_renewable_energy_usage": 55,
+    "environment_climate_change_mitigation_supply_chain_impact": 83,
+    "environment_climate_change_mitigation_use_and_production_of_fossil_fuels": 12,
+    "environment_climate_change_mitigation_water_consumption_intensity": 21,
+    "environment_land_use_and_landscape_land_use": 86,
+    "environment_land_use_and_landscape_location_project_siting_and_design_in_relation_to_landscape": 23,
+    "environment_land_use_and_landscape_soil_restoration": 4,
+    "environment_pollution_air_and_soil_pollution": 68,
+    "environment_pollution_cumulative_impacts": 42,
+    "environment_pollution_emissions_of_air_pollutants": 98,
+    "environment_pollution_emissions_of_inorganic_pollutants": 105,
+    "environment_pollution_emissions_of_water_pollutants": 52,
+    "environment_pollution_noise_light_vibration_and_heat": 92,
+    "environment_pollution_pest_management": 63,
+    "environment_pollution_production_of_hazardous_waste": 39,
+    "environment_pollution_water_pollution": 67,
+    "environment_resource_management_chemical_management": 95,
+    "environment_resource_management_responsible_sourcing_of_materials": 65,
+    "environment_resource_management_responsible_sourcing_of_water": 91,
+    "environment_resource_management_sustainable_agriculture": 48,
+    "environment_resource_management_waste_management": 107,
+    "environment_resource_management_water_efficiency": 94,
+    "governance_anti-corruption_and_transparency_anti-bribery_and_corruption_management_system": 112,
+    "governance_anti-corruption_and_transparency_cybersecurity_and_data_privacy": 59,
+    "governance_anti-corruption_and_transparency_fair_competition": 81,
+    "governance_anti-corruption_and_transparency_financial_transparency_on_taxes_and_donations": 0,
+    "governance_anti-corruption_and_transparency_political_contributions_and_lobbying": 25,
+    "governance_management_and_oversight_audit_and_internal_controls": 103,
+    "governance_management_and_oversight_board_diversity_and_independence": 10,
+    "governance_management_and_oversight_board_oversight": 109,
+    "governance_management_and_oversight_board_quality_and_integrity": 49,
+    "governance_management_and_oversight_compliance_and_ethics_programs": 15,
+    "governance_management_and_oversight_corporate_governance_policies": 11,
+    "governance_management_and_oversight_ethical_business_practices": 16,
+    "governance_management_and_oversight_executive_compensation": 93,
+    "governance_management_and_oversight_financial_sustainability": 9,
+    "governance_management_and_oversight_governance_oversight": 28,
+    "governance_management_and_oversight_infrastructure_connectivity_and_integration": 102,
+    "governance_management_and_oversight_organizational_structure_and_management": 100,
+    "governance_management_and_oversight_project_team_competency": 18,
+    "governance_management_and_oversight_public_disclosure": 47,
+    "governance_management_and_oversight_results_orientation": 19,
+    "governance_management_and_oversight_risk_management": 74,
+    "governance_stakeholder_engagement_public_grievance_and_customer_feedback_management": 22,
+    "governance_stakeholder_engagement_shareholder_rights": 37,
+    "governance_stakeholder_engagement_stakeholder_engagement_in_governance": 54,
+    "governance_sustainability_and_resilience_management_emergency_response_preparedness": 87,
+    "governance_sustainability_and_resilience_management_engagement_and_participation": 113,
+    "governance_sustainability_and_resilience_management_environmental_and_social_management_systems": 71,
+    "governance_sustainability_and_resilience_management_life_cycle_approach": 2,
+    "governance_sustainability_and_resilience_management_pre-existing_liabilities": 6,
+    "governance_sustainability_and_resilience_management_resilience_planning": 34,
+    "governance_sustainability_and_resilience_management_stakeholder_identification_and_engagement_planning": 116,
+    "governance_sustainability_and_resilience_management_supply_chain": 70,
+    "social_community_protection_affected_communities": 58,
+    "social_community_protection_community_engagement_and_philanthropy": 8,
+    "social_community_protection_cultural_heritage": 75,
+    "social_community_protection_delivery_of_public_health_and_safety_benefits": 26,
+    "social_community_protection_management_of_public_health_and_safety_risks": 97,
+    "social_community_protection_physical_accessibility": 117,
+    "social_community_protection_poverty_reduction": 40,
+    "social_community_protection_resettlement": 115,
+    "social_community_protection_social_license_to_operate": 30,
+    "social_customer_focus_and_community_involvement_customer_protection_and_product_responsibility": 53,
+    "social_customer_focus_and_community_involvement_customer_relations": 64,
+    "social_customer_focus_and_community_involvement_customer_service_and_support": 45,
+    "social_customer_focus_and_community_involvement_marketing_and_advertising_ethics": 104,
+    "social_customer_focus_and_community_involvement_provision_of_basic_infrastructure_services": 31,
+    "social_customer_focus_and_community_involvement_user_affordability": 85,
+    "social_human_rights_human_rights_commitment": 90,
+    "social_human_rights_human_rights_complaints_and_violations": 118,
+    "social_human_rights_human_rights_impact_assessments": 84,
+    "social_human_rights_human_rights_in_supply_chains": 77,
+    "social_human_rights_minorities_and_indigenous_people": 29,
+    "social_human_rights_rights_to_association_and_collective_bargaining": 111,
+    "social_labor_rights_and_working_conditions_anti-corruption_measures": 69,
+    "social_labor_rights_and_working_conditions_discrimination": 73,
+    "social_labor_rights_and_working_conditions_diversity_and_inclusion": 14,
+    "social_labor_rights_and_working_conditions_employee_grievance_mechanism": 80,
+    "social_labor_rights_and_working_conditions_equal_remuneration": 62,
+    "social_labor_rights_and_working_conditions_equal_representation": 35,
+    "social_labor_rights_and_working_conditions_fair_labor_practices": 99,
+    "social_labor_rights_and_working_conditions_fair_wages_and_access_to_employee_documentation": 36,
+    "social_labor_rights_and_working_conditions_forced_labor_and_child_labor": 38,
+    "social_labor_rights_and_working_conditions_labor_standards_in_the_supply_chain": 3,
+    "social_labor_rights_and_working_conditions_labor_union_relations": 76,
+    "social_labor_rights_and_working_conditions_occupational_health_and_safety": 27,
+    "social_labor_rights_and_working_conditions_retrenchment": 33,
+    "social_labor_rights_and_working_conditions_workers_in_value_chain": 43,
+    "social_labor_rights_and_working_conditions_working_conditions_in_the_supply_chain": 88,
+    "social_labor_rights_and_working_conditions_working_hours_and_leave": 56,
+    "social_socioeconomic_development_access_to_finance": 108,
+    "social_socioeconomic_development_access_to_healthcare_and_basic_services": 41,
+    "social_socioeconomic_development_direct_employment_and_training": 17,
+    "social_socioeconomic_development_employment_policy": 78,
+    "social_socioeconomic_development_human_capital_development_and_training": 60,
+    "social_socioeconomic_development_socioeconomic_development": 57,
+    "social_supply_chain_controversial_sourcing": 101,
+    "social_supply_chain_supplier_audits_and_monitoring": 61,
+    "social_supply_chain_supplier_engagement": 50,
+    "social_supply_chain_supply_chain_diversity_and_inclusion": 7
+  },
+  "max_position_embeddings": 512,
+  "model_type": "distilbert",
+  "n_heads": 12,
+  "n_layers": 6,
+  "output_past": true,
+  "pad_token_id": 0,
+  "problem_type": "single_label_classification",
+  "qa_dropout": 0.1,
+  "seq_classif_dropout": 0.2,
+  "sinusoidal_pos_embds": false,
+  "tie_weights_": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.39.0",
+  "vocab_size": 28996
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6876d38e44f2b69e9bcab9dc94231cb10557b322cb00b7b7f3ee846cab7dff8c
+size 263504588

special_tokens_map.json

@@ -0,0 +1,7 @@
+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

@@ -0,0 +1,55 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "100": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "101": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "102": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "103": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_lower_case": false,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "DistilBertTokenizer",
+  "unk_token": "[UNK]"
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d979d1cc8400e519486152d8f369b072a475ed2f7c414818b283875c80fcf179
+size 4984