| { | |
| "_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 | |
| } | |