File size: 12,454 Bytes
4540704 ec88063 4540704 ec88063 4540704 ec88063 4540704 ec88063 4540704 ec88063 4540704 ec88063 4540704 ec88063 4540704 ec88063 4540704 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 | {
"_name_or_path": "answerdotai/ModernBERT-base",
"architectures": [
"ModernBertForSequenceClassification"
],
"attention_bias": false,
"attention_dropout": 0.0,
"bos_token_id": 50281,
"classifier_activation": "gelu",
"classifier_bias": false,
"classifier_dropout": 0.0,
"classifier_pooling": "mean",
"cls_token_id": 50281,
"decoder_bias": true,
"deterministic_flash_attn": false,
"embedding_dropout": 0.0,
"eos_token_id": 50282,
"global_attn_every_n_layers": 3,
"global_rope_theta": 160000.0,
"gradient_checkpointing": false,
"hidden_activation": "gelu",
"hidden_size": 768,
"id2label": {
"0": "Discounted Cash Flows Analysis",
"1": "Perform Capital Structure Analysis",
"2": "Forecast Free Cash Flows for Next 5-10 Years",
"3": "Prepare Forward Looking Estimates",
"4": "Industry Pricing and Input Cost History and Projections",
"5": "Gather Market and Industry Data",
"6": "Perform SWOT Analysis of Firm and its Competitors",
"7": "Conduct Margin Analysis",
"8": "Determine Discount Rate (WACC)",
"9": "Estimate Terminal Value",
"10": "Calculate Valuation Multiples",
"11": "Calculate Present Value of Cash Flows",
"12": "Sum Present Values of Cash Flows and TV",
"13": "Adjust for Net Debt",
"14": "Gather Data on Competitor Firms",
"15": "Determine Comparable Companies",
"16": "Gather Financial Data on Comparables",
"17": "Define Appropriate Valuation Multiples",
"18": "Comparable Companies Analysis",
"19": "Define Criteria for Comparable Companies",
"20": "Conduct Returns and Ratio Analysis",
"21": "Analyze and Compare Multiples",
"22": "Prepare Appendices",
"23": "Draft Valuation Report",
"24": "DATA COLLECTION",
"25": "Industry Analysis",
"26": "Comparable Mergers and Acquisitions Analysis",
"27": "Collect Comparable Transactions",
"28": "Adjust Multiples for Market and Company Specific Factors",
"29": "Apply Multiples to Target Company",
"30": "Perform Valuation",
"31": "Conduct Sensitivity Analysis",
"32": "Draft Executive Summary",
"33": "Define the Purpose of the Valuation (in Exec Summary)",
"34": "Write Methodology Section",
"35": "Write Financial and Industry Analysis Section",
"36": "Disucss Assumptions and Interpretations of Forecasted Financial Statements",
"37": "Disucss Combination and Reconciliation of Valuation Approaches",
"38": "Write Conclusions and Recommendations",
"39": "Write Summary of Valuation",
"40": "Provide Suggested Purchase Price",
"41": "Discuss Recomemndations",
"42": "Summarize Main Conclusions (In Exec Summary)",
"43": "Discuss and Interpret SWOT Analysis",
"44": "Discuss Industry Pricing, Input Cost History, and Projections",
"45": "Discuss Methodologies Used and Rationale (In Methods Section)",
"46": "Write Valuation Analysis Section",
"47": "Analysis of Risk of Technological Obsolescence",
"48": "Write About Comparable Companies Analysis",
"49": "Write About Comparable M&A Analysis",
"50": "Write About Discounted Cash Flow Analysis",
"51": "Gather Data on the Macroeconomic Environment",
"52": "Discuss Assumptions Used for Forecasting Free Cash Flows",
"53": "Discuss the Rationale for the Selected Valuation Multiples",
"54": "Discuss and Interpret Calculated Multiples for the Set of Comps",
"55": "FINANCIAL ANALYSIS",
"56": "Survey Customers",
"57": "Aggregate Into a Final Valuation Range",
"58": "Discuss Key Findings",
"59": "Discuss Criteria for Identifying Comparable Firms",
"60": "Discuss the Criteria for Identifying Comparable Transactions",
"61": "Discuss and Interpret Margin Analysis",
"62": "Discuss and Interpret Historical and Current Capital Structure",
"63": "Discuss Methods for Calculating the Discount Rate",
"64": "Discuss Scenario Analysis Assumptions and Output",
"65": "Discuss Method and Rationale for Estimating the Terminal Value",
"66": "Discuss Adjustments Made for Net Dept",
"67": "Discuss Context and Background (in Introduction)",
"68": "Discuss Identified Comparable Transactions",
"69": "Discuss and Interpret the Initial Valuation After Applying Multiples",
"70": "Define the criteria for comparable transactions",
"71": "Include Supporting Charts and Graphs",
"72": "Discuss Adjustments Made to Multiples and Provide Rationale",
"73": "Discuss and Interpret Returns and Ratio Analysis",
"74": "Discuss the Risk of Technological Obsolescence",
"75": "Discuss Industry Shipping Practices",
"76": "Examination of Contingencies, Environmental Liabilities, Legacy Laibilities, Legal Matters, Owenership Structure Issues, Labor Union, and Tax Matters",
"77": "Compile all valuation results",
"78": "Discuss Aggregated Outputs from Each Methodology and Interpret Outputs",
"79": "Discuss and Interpret the Final Valuation Range",
"80": "Discuss Scope of Report (in Introduction)",
"81": "Discuss Data Sources (in Methods Section)",
"82": "Analysis of Industry Shipping Practices",
"83": "Discuss Comparable Firms Identified",
"84": "Discuss the Rationale for Selected Valuation Multiples",
"85": "Write Introduction",
"86": "Discuss All Adjustments Made to Multiples and Provide a Rationale",
"87": "AGGREGATED VALUATION",
"88": "Review and compare outputs",
"89": "Assess Method Suitability and Reliability",
"90": "Assess the Suitability and Reliability of Each Method",
"91": "Adjust Variables for Risk and Anticipated Growth",
"92": "Reconcile Differences",
"93": "Discuss and Interpret Significant Differences in Outputs Among Different Methods",
"94": "Include Detailed Financial Data",
"95": "Include Methodology Documentation",
"96": "Document Details of DCF Analysis",
"97": "Analysis of Supplier and Customer Relationships",
"98": "Include Market and Industry Data",
"99": "Define Industry Boundaries",
"100": "Analysis of Intellectual Property and Brand Valuation",
"101": "Include Valuation Calculations",
"102": "Include Sensitivity Analysis",
"103": "Include Legal and Regulatory Information"
},
"initializer_cutoff_factor": 2.0,
"initializer_range": 0.02,
"intermediate_size": 1152,
"label2id": {
"AGGREGATED VALUATION": 87,
"Adjust Multiples for Market and Company Specific Factors": 28,
"Adjust Variables for Risk and Anticipated Growth": 91,
"Adjust for Net Debt": 13,
"Aggregate Into a Final Valuation Range": 57,
"Analysis of Industry Shipping Practices": 82,
"Analysis of Intellectual Property and Brand Valuation": 100,
"Analysis of Risk of Technological Obsolescence": 47,
"Analysis of Supplier and Customer Relationships": 97,
"Analyze and Compare Multiples": 21,
"Apply Multiples to Target Company": 29,
"Assess Method Suitability and Reliability": 89,
"Assess the Suitability and Reliability of Each Method": 90,
"Calculate Present Value of Cash Flows": 11,
"Calculate Valuation Multiples": 10,
"Collect Comparable Transactions": 27,
"Comparable Companies Analysis": 18,
"Comparable Mergers and Acquisitions Analysis": 26,
"Compile all valuation results": 77,
"Conduct Margin Analysis": 7,
"Conduct Returns and Ratio Analysis": 20,
"Conduct Sensitivity Analysis": 31,
"DATA COLLECTION": 24,
"Define Appropriate Valuation Multiples": 17,
"Define Criteria for Comparable Companies": 19,
"Define Industry Boundaries": 99,
"Define the Purpose of the Valuation (in Exec Summary)": 33,
"Define the criteria for comparable transactions": 70,
"Determine Comparable Companies": 15,
"Determine Discount Rate (WACC)": 8,
"Discounted Cash Flows Analysis": 0,
"Discuss Adjustments Made for Net Dept": 66,
"Discuss Adjustments Made to Multiples and Provide Rationale": 72,
"Discuss Aggregated Outputs from Each Methodology and Interpret Outputs": 78,
"Discuss All Adjustments Made to Multiples and Provide a Rationale": 86,
"Discuss Assumptions Used for Forecasting Free Cash Flows": 52,
"Discuss Comparable Firms Identified": 83,
"Discuss Context and Background (in Introduction)": 67,
"Discuss Criteria for Identifying Comparable Firms": 59,
"Discuss Data Sources (in Methods Section)": 81,
"Discuss Identified Comparable Transactions": 68,
"Discuss Industry Pricing, Input Cost History, and Projections": 44,
"Discuss Industry Shipping Practices": 75,
"Discuss Key Findings": 58,
"Discuss Method and Rationale for Estimating the Terminal Value": 65,
"Discuss Methodologies Used and Rationale (In Methods Section)": 45,
"Discuss Methods for Calculating the Discount Rate": 63,
"Discuss Recomemndations": 41,
"Discuss Scenario Analysis Assumptions and Output": 64,
"Discuss Scope of Report (in Introduction)": 80,
"Discuss and Interpret Calculated Multiples for the Set of Comps": 54,
"Discuss and Interpret Historical and Current Capital Structure": 62,
"Discuss and Interpret Margin Analysis": 61,
"Discuss and Interpret Returns and Ratio Analysis": 73,
"Discuss and Interpret SWOT Analysis": 43,
"Discuss and Interpret Significant Differences in Outputs Among Different Methods": 93,
"Discuss and Interpret the Final Valuation Range": 79,
"Discuss and Interpret the Initial Valuation After Applying Multiples": 69,
"Discuss the Criteria for Identifying Comparable Transactions": 60,
"Discuss the Rationale for Selected Valuation Multiples": 84,
"Discuss the Rationale for the Selected Valuation Multiples": 53,
"Discuss the Risk of Technological Obsolescence": 74,
"Disucss Assumptions and Interpretations of Forecasted Financial Statements": 36,
"Disucss Combination and Reconciliation of Valuation Approaches": 37,
"Document Details of DCF Analysis": 96,
"Draft Executive Summary": 32,
"Draft Valuation Report": 23,
"Estimate Terminal Value": 9,
"Examination of Contingencies, Environmental Liabilities, Legacy Laibilities, Legal Matters, Owenership Structure Issues, Labor Union, and Tax Matters": 76,
"FINANCIAL ANALYSIS": 55,
"Forecast Free Cash Flows for Next 5-10 Years": 2,
"Gather Data on Competitor Firms": 14,
"Gather Data on the Macroeconomic Environment": 51,
"Gather Financial Data on Comparables": 16,
"Gather Market and Industry Data": 5,
"Include Detailed Financial Data": 94,
"Include Legal and Regulatory Information": 103,
"Include Market and Industry Data": 98,
"Include Methodology Documentation": 95,
"Include Sensitivity Analysis": 102,
"Include Supporting Charts and Graphs": 71,
"Include Valuation Calculations": 101,
"Industry Analysis": 25,
"Industry Pricing and Input Cost History and Projections": 4,
"Perform Capital Structure Analysis": 1,
"Perform SWOT Analysis of Firm and its Competitors": 6,
"Perform Valuation": 30,
"Prepare Appendices": 22,
"Prepare Forward Looking Estimates": 3,
"Provide Suggested Purchase Price": 40,
"Reconcile Differences": 92,
"Review and compare outputs": 88,
"Sum Present Values of Cash Flows and TV": 12,
"Summarize Main Conclusions (In Exec Summary)": 42,
"Survey Customers": 56,
"Write About Comparable Companies Analysis": 48,
"Write About Comparable M&A Analysis": 49,
"Write About Discounted Cash Flow Analysis": 50,
"Write Conclusions and Recommendations": 38,
"Write Financial and Industry Analysis Section": 35,
"Write Introduction": 85,
"Write Methodology Section": 34,
"Write Summary of Valuation": 39,
"Write Valuation Analysis Section": 46
},
"layer_norm_eps": 1e-05,
"local_attention": 128,
"local_rope_theta": 10000.0,
"max_position_embeddings": 8192,
"mlp_bias": false,
"mlp_dropout": 0.0,
"model_type": "modernbert",
"norm_bias": false,
"norm_eps": 1e-05,
"num_attention_heads": 12,
"num_hidden_layers": 22,
"pad_token_id": 50283,
"position_embedding_type": "absolute",
"problem_type": "single_label_classification",
"reference_compile": true,
"sep_token_id": 50282,
"sparse_pred_ignore_index": -100,
"sparse_prediction": false,
"torch_dtype": "float32",
"transformers_version": "4.48.0.dev0",
"vocab_size": 50368
}
|