File size: 1,291 Bytes
7b24623 2ba272b 7b24623 2ba272b 7b24623 2ba272b 7b24623 2ba272b 7b24623 | 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 | {
"run_id": "tonetext-r3c-student-minilm-l6-seed2",
"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": 0.7433,
"move_temperature": 0.7027,
"sarcasm": {
"a": 1.389637,
"b": -1.240533,
"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": 0.59,
"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"
} |