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evals/absorption/eval_output_schema_absorption_first_letter.json
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| { | ||
| "$defs": { | ||
| "AbsorptionEvalConfig": { | ||
| "properties": { | ||
| "random_seed": { | ||
| "default": 42, | ||
| "description": "Random seed", | ||
| "title": "Random Seed", | ||
| "type": "integer" | ||
| }, | ||
| "f1_jump_threshold": { | ||
| "default": 0.03, | ||
| "description": "F1 jump threshold", | ||
| "title": "F1 Jump Threshold", | ||
| "type": "number" | ||
| }, | ||
| "max_k_value": { | ||
| "default": 10, | ||
| "description": "Max k value", | ||
| "title": "Max K Value", | ||
| "type": "integer" | ||
| }, | ||
| "prompt_template": { | ||
| "default": "{word} has the first letter:", | ||
| "description": "Prompt template", | ||
| "title": "Prompt Template", | ||
| "type": "string" | ||
| }, | ||
| "prompt_token_pos": { | ||
| "default": -6, | ||
| "description": "Prompt token position", | ||
| "title": "Prompt Token Position", | ||
| "type": "integer" | ||
| }, | ||
| "model_name": { | ||
| "default": "pythia-70m-deduped", | ||
| "description": "Model name", | ||
| "title": "Model Name", | ||
| "type": "string" | ||
| } | ||
| }, | ||
| "title": "AbsorptionEvalConfig", | ||
| "type": "object" | ||
| }, | ||
| "AbsorptionMeanMetrics": { | ||
| "properties": { | ||
| "mean_absorption_score": { | ||
| "description": "Average of the absorption scores across all letters", | ||
| "title": "Mean Absorption Score", | ||
| "type": "number", | ||
| "ui_default_display": true | ||
| }, | ||
| "mean_num_split_features": { | ||
| "description": "Average number of split features across all letters", | ||
| "title": "Mean Number of Split Features", | ||
| "type": "number", | ||
| "ui_default_display": true | ||
| } | ||
| }, | ||
| "required": [ | ||
| "mean_absorption_score", | ||
| "mean_num_split_features" | ||
| ], | ||
| "title": "AbsorptionMeanMetrics", | ||
| "type": "object" | ||
| }, | ||
| "AbsorptionMetricCategories": { | ||
| "properties": { | ||
| "mean": { | ||
| "$ref": "#/$defs/AbsorptionMeanMetrics", | ||
| "description": "Mean metrics", | ||
| "title": "Mean", | ||
| "ui_default_display": true | ||
| } | ||
| }, | ||
| "required": [ | ||
| "mean" | ||
| ], | ||
| "title": "AbsorptionMetricCategories", | ||
| "type": "object" | ||
| }, | ||
| "AbsorptionResultDetail": { | ||
| "properties": { | ||
| "first_letter": { | ||
| "description": "", | ||
| "title": "First Letter", | ||
| "type": "string" | ||
| }, | ||
| "absorption_rate": { | ||
| "description": "", | ||
| "title": "Absorption Rate", | ||
| "type": "number" | ||
| }, | ||
| "num_absorption": { | ||
| "description": "", | ||
| "title": "Num Absorption", | ||
| "type": "integer" | ||
| }, | ||
| "num_probe_true_positives": { | ||
| "description": "", | ||
| "title": "Num Probe True Positives", | ||
| "type": "integer" | ||
| }, | ||
| "num_split_features": { | ||
| "description": "", | ||
| "title": "Num Split Features", | ||
| "type": "integer" | ||
| } | ||
| }, | ||
| "required": [ | ||
| "first_letter", | ||
| "absorption_rate", | ||
| "num_absorption", | ||
| "num_probe_true_positives", | ||
| "num_split_features" | ||
| ], | ||
| "title": "AbsorptionResultDetail", | ||
| "type": "object" | ||
| } | ||
| }, | ||
| "description": "The output of a feature absorption evaluation looking at the first letter.", | ||
| "properties": { | ||
| "eval_type_id": { | ||
| "default": "absorption_first_letter", | ||
| "description": "The type of the evaluation", | ||
| "title": "Eval Type ID", | ||
| "type": "string" | ||
| }, | ||
| "eval_config": { | ||
| "$ref": "#/$defs/AbsorptionEvalConfig", | ||
| "description": "The configuration of the evaluation.", | ||
| "title": "Eval Config Type" | ||
| }, | ||
| "eval_id": { | ||
| "description": "A unique UUID identifying this specific eval run", | ||
| "title": "ID", | ||
| "type": "string" | ||
| }, | ||
| "datetime_epoch_millis": { | ||
| "description": "The datetime of the evaluation in epoch milliseconds", | ||
| "title": "DateTime (epoch ms)", | ||
| "type": "integer" | ||
| }, | ||
| "eval_result_metrics": { | ||
| "$ref": "#/$defs/AbsorptionMetricCategories", | ||
| "description": "The metrics of the evaluation, organized by category. Define your own categories and the metrics that go inside them.", | ||
| "title": "Result Metrics Categorized" | ||
| }, | ||
| "eval_result_details": { | ||
| "description": "Each object is a stat on the first letter of the absorption.", | ||
| "items": { | ||
| "$ref": "#/$defs/AbsorptionResultDetail" | ||
| }, | ||
| "title": "Per-Letter Absorption Results", | ||
| "type": "array" | ||
| }, | ||
| "sae_bench_commit_hash": { | ||
| "description": "The commit hash of the SAE Bench that ran the evaluation.", | ||
| "title": "SAE Bench Commit Hash", | ||
| "type": "string" | ||
| }, | ||
| "sae_lens_id": { | ||
| "anyOf": [ | ||
| { | ||
| "type": "string" | ||
| }, | ||
| { | ||
| "type": "null" | ||
| } | ||
| ], | ||
| "description": "The ID of the SAE in SAE Lens.", | ||
| "title": "SAE Lens ID" | ||
| }, | ||
| "sae_lens_release_id": { | ||
| "anyOf": [ | ||
| { | ||
| "type": "string" | ||
| }, | ||
| { | ||
| "type": "null" | ||
| } | ||
| ], | ||
| "description": "The release ID of the SAE in SAE Lens.", | ||
| "title": "SAE Lens Release ID" | ||
| }, | ||
| "sae_lens_version": { | ||
| "anyOf": [ | ||
| { | ||
| "type": "string" | ||
| }, | ||
| { | ||
| "type": "null" | ||
| } | ||
| ], | ||
| "description": "The version of SAE Lens that ran the evaluation.", | ||
| "title": "SAE Lens Version" | ||
| }, | ||
| "eval_result_unstructured": { | ||
| "anyOf": [ | ||
| {}, | ||
| { | ||
| "type": "null" | ||
| } | ||
| ], | ||
| "default": null, | ||
| "description": "Optional. Any additional outputs that don't fit into the structured eval_result_metrics or eval_result_details fields. Since these are unstructured, don't expect this to be easily renderable in UIs, or contain any titles or descriptions.", | ||
| "title": "Unstructured Results" | ||
| } | ||
| }, | ||
| "required": [ | ||
| "eval_config", | ||
| "eval_id", | ||
| "datetime_epoch_millis", | ||
| "eval_result_metrics", | ||
| "sae_bench_commit_hash", | ||
| "sae_lens_id", | ||
| "sae_lens_release_id", | ||
| "sae_lens_version" | ||
| ], | ||
| "title": "Absorption", | ||
| "type": "object" | ||
| } |
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