diff --git a/README.md b/README.md index b608d36..b54af3d 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,5 @@ -# toxigen_data +--- +{} +--- +# toxigen_data \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..f5b5870 --- /dev/null +++ b/config.json @@ -0,0 +1,40 @@ +{ + "model": null, + "signature": { + "description": "Classify text as toxic or non-toxic using the ToxiGen thresholded labels. As you reason, note any uncertainties, ambiguities, and gaps \u2014 both in how the instructions apply to the task at hand and in whether you have the knowledge needed to solve it. Be honest in your reasoning when you are unsure about your answer.", + "properties": { + "text": { + "__dspy_field_type": "input", + "desc": "Text sample to classify for toxicity.", + "prefix": "Text:", + "title": "Text", + "type": "string" + }, + "reasoning": { + "__dspy_field_type": "output", + "desc": "Step-by-step reasoning, including uncertainty, ambiguity, or uncertainty in your thought process when relevant.", + "prefix": "Reasoning:", + "title": "Reasoning", + "type": "string" + }, + "toxicity_label": { + "__dspy_field_type": "output", + "desc": "Final label: 'toxic' or 'non_toxic'.", + "enum": [ + "toxic", + "non_toxic" + ], + "prefix": "Toxicity Label:", + "title": "Toxicity Label", + "type": "string" + } + }, + "required": [ + "text", + "reasoning", + "toxicity_label" + ], + "title": "ToxigenToxicityJudgeSig", + "type": "object" + } +} \ No newline at end of file diff --git a/program.json b/program.json new file mode 100644 index 0000000..b414e57 --- /dev/null +++ b/program.json @@ -0,0 +1,40 @@ +{ + "traces": [], + "train": [], + "demos": [], + "signature": { + "instructions": "Classify text as toxic or non-toxic using the ToxiGen thresholded labels. As you reason, note any uncertainties, ambiguities, and gaps \u2014 both in how the instructions apply to the task at hand and in whether you have the knowledge needed to solve it. Be honest in your reasoning when you are unsure about your answer.", + "fields": [ + { + "prefix": "Text:", + "description": "Text sample to classify for toxicity." + }, + { + "prefix": "Reasoning:", + "description": "Step-by-step reasoning, including uncertainty, ambiguity, or uncertainty in your thought process when relevant." + }, + { + "prefix": "Toxicity Label:", + "description": "Final label: 'toxic' or 'non_toxic'." + } + ] + }, + "lm": { + "model": "together_ai/Qwen/Qwen2.5-7B-Instruct-Turbo", + "model_type": "chat", + "cache": true, + "num_retries": 3, + "finetuning_model": null, + "launch_kwargs": {}, + "train_kwargs": {}, + "temperature": null, + "max_tokens": null + }, + "metadata": { + "dependency_versions": { + "python": "3.11", + "dspy": "3.1.3", + "cloudpickle": "3.1" + } + } +} \ No newline at end of file