{ "model": "tonetext", "contract": "tone-text-0.1", "encoder": "minilm-l6", "repo": "sentence-transformers/all-MiniLM-L6-v2", "revision": "1110a243fdf4706b3f48f1d95db1a4f5529b4d41", "max_len": 160, "render": "tonetext-input-0.1", "outputs": [ "emotion", "emotion_intensity", "backchannel", "move", "sarcasm" ], "emotions": [ "neutral", "happy", "amused", "angry", "sad", "afraid", "surprised", "disgusted", "contemptuous" ], "intensities": [ "low", "medium", "high" ], "moves": [ "asks", "answers", "hedges", "doesnt_know", "withholds", "closes", "other" ], "calibration": { "emotion_temperature": 0.7478, "move_temperature": 0.6979, "sarcasm": { "a": 1.440674, "b": -1.186607, "items": 3357 } }, "calibration_note": "Fitted on the dev lines as given, Tone's and the voice-agent set's: one temperature per multi-class output by log loss, so the top probability is the chance the label is right; sarcasm, a Platt curve on the raw probability", "sarcasm_tau_raw": 0.46, "sarcasm_tau_rule": "the lowest threshold at which at most 1.5% of sincere natural dev lines are called sarcastic", "backchannel_rule": "a backchannel when its probability reaches 0.5" }