Instructions to use maxmarcon/bart-base-sarcasm-defuser with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use maxmarcon/bart-base-sarcasm-defuser with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("maxmarcon/bart-base-sarcasm-defuser") model = AutoModelForSeq2SeqLM.from_pretrained("maxmarcon/bart-base-sarcasm-defuser", device_map="auto") - Notebooks
- Google Colab
- Kaggle
library_name: transformers
tags: []
model-index:
- name: maxmarcon/bart-base-sarcasm-defuser
results:
- task:
type: defusing_sarcasm
dataset:
name: custom
type: text
metrics:
- type: similarity
value: 0.7847918609778086
name: similarity:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 0.14334140197721407
name: similarity:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 0.3354335427284241
name: similarity:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 1.0000001192092896
name: similarity:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 0.6892140507698059
name: similarity:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 0.8021267652511597
name: similarity:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 0.8967311084270477
name: similarity:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.11002340136152325
name: sarcasm_prob_orig:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.19781148894013406
name: sarcasm_prob_orig:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.003153860569000244
name: sarcasm_prob_orig:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.9518612027168274
name: sarcasm_prob_orig:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.008991092443466187
name: sarcasm_prob_orig:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.022083044052124023
name: sarcasm_prob_orig:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.09115153551101685
name: sarcasm_prob_orig:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.028063852136785333
name: sarcasm_prob_neutral:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.07210641037751994
name: sarcasm_prob_neutral:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.003283679485321045
name: sarcasm_prob_neutral:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.8640799522399902
name: sarcasm_prob_neutral:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.007266968488693237
name: sarcasm_prob_neutral:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.010664761066436768
name: sarcasm_prob_neutral:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.019609391689300537
name: sarcasm_prob_neutral:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 0.7924430376953548
name: similarity:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 0.1439601570969324
name: similarity:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 0.3354335427284241
name: similarity:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 1.0000001192092896
name: similarity:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 0.6965882480144501
name: similarity:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 0.8218820095062256
name: similarity:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 0.9037155508995056
name: similarity:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.11002340136152325
name: sarcasm_prob_orig:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.19781148894013406
name: sarcasm_prob_orig:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.003153860569000244
name: sarcasm_prob_orig:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.9518612027168274
name: sarcasm_prob_orig:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.008991092443466187
name: sarcasm_prob_orig:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.022083044052124023
name: sarcasm_prob_orig:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.09115153551101685
name: sarcasm_prob_orig:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.027563575783161202
name: sarcasm_prob_neutral:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.07215403415512363
name: sarcasm_prob_neutral:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.003411531448364258
name: sarcasm_prob_neutral:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.8640799522399902
name: sarcasm_prob_neutral:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.007238715887069702
name: sarcasm_prob_neutral:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.01055300235748291
name: sarcasm_prob_neutral:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.019206374883651733
name: sarcasm_prob_neutral:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 0.7924495007654633
name: similarity:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 0.14396165336279818
name: similarity:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 0.3354335427284241
name: similarity:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 1.0000001192092896
name: similarity:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 0.6965882480144501
name: similarity:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 0.8218820095062256
name: similarity:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 0.9037155508995056
name: similarity:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.11002340136152325
name: sarcasm_prob_orig:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.19781148894013406
name: sarcasm_prob_orig:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.003153860569000244
name: sarcasm_prob_orig:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.9518612027168274
name: sarcasm_prob_orig:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.008991092443466187
name: sarcasm_prob_orig:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.022083044052124023
name: sarcasm_prob_orig:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_orig
value: 0.09115153551101685
name: sarcasm_prob_orig:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.027554168966081406
name: sarcasm_prob_neutral:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.07215488838445164
name: sarcasm_prob_neutral:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.003411531448364258
name: sarcasm_prob_neutral:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.8640799522399902
name: sarcasm_prob_neutral:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.007238715887069702
name: sarcasm_prob_neutral:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.01055300235748291
name: sarcasm_prob_neutral:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: sarcasm_prob_neutral
value: 0.01912468671798706
name: sarcasm_prob_neutral:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=False
- type: similarity
value: 0.7882728907797072
name: similarity:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 0.14575671931509973
name: similarity:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 0.3196665048599243
name: similarity:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 1.0000001192092896
name: similarity:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 0.693787157535553
name: similarity:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 0.8102710247039795
name: similarity:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 0.8993158936500549
name: similarity:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.11002340136152325
name: sarcasm_prob_orig:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.19781148894013406
name: sarcasm_prob_orig:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.003153860569000244
name: sarcasm_prob_orig:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.9518612027168274
name: sarcasm_prob_orig:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.008991092443466187
name: sarcasm_prob_orig:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.022083044052124023
name: sarcasm_prob_orig:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.09115153551101685
name: sarcasm_prob_orig:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.02724780229607014
name: sarcasm_prob_neutral:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.06936821366541963
name: sarcasm_prob_neutral:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.0033821463584899902
name: sarcasm_prob_neutral:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.8640799522399902
name: sarcasm_prob_neutral:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.007062673568725586
name: sarcasm_prob_neutral:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.010533273220062256
name: sarcasm_prob_neutral:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.0187816321849823
name: sarcasm_prob_neutral:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 0.7914211101002163
name: similarity:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 0.14613751552940865
name: similarity:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 0.3354335427284241
name: similarity:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 1.0000001192092896
name: similarity:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 0.6886050999164581
name: similarity:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 0.821881890296936
name: similarity:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 0.9049147963523865
name: similarity:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.11002340136152325
name: sarcasm_prob_orig:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.19781148894013406
name: sarcasm_prob_orig:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.003153860569000244
name: sarcasm_prob_orig:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.9518612027168274
name: sarcasm_prob_orig:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.008991092443466187
name: sarcasm_prob_orig:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.022083044052124023
name: sarcasm_prob_orig:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.09115153551101685
name: sarcasm_prob_orig:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.027459512816535102
name: sarcasm_prob_neutral:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.06546981844065748
name: sarcasm_prob_neutral:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.003411531448364258
name: sarcasm_prob_neutral:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.7735850214958191
name: sarcasm_prob_neutral:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.007165849208831787
name: sarcasm_prob_neutral:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.010571777820587158
name: sarcasm_prob_neutral:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.020048052072525024
name: sarcasm_prob_neutral:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 0.7636473652690348
name: similarity:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: similarity
value: 0.15752135214802782
name: similarity:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: similarity
value: 0.21285095810890198
name: similarity:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: similarity
value: 1.0000001192092896
name: similarity:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: similarity
value: 0.6613445580005646
name: similarity:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: similarity
value: 0.7894909977912903
name: similarity:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: similarity
value: 0.88421231508255
name: similarity:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.11002340136152325
name: sarcasm_prob_orig:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.19781148894013406
name: sarcasm_prob_orig:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.003153860569000244
name: sarcasm_prob_orig:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.9518612027168274
name: sarcasm_prob_orig:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.008991092443466187
name: sarcasm_prob_orig:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.022083044052124023
name: sarcasm_prob_orig:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.09115153551101685
name: sarcasm_prob_orig:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.02688922304095644
name: sarcasm_prob_neutral:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.07045666451246076
name: sarcasm_prob_neutral:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.0034175515174865723
name: sarcasm_prob_neutral:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.8384315371513367
name: sarcasm_prob_neutral:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.007186442613601685
name: sarcasm_prob_neutral:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.010159850120544434
name: sarcasm_prob_neutral:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.01816660165786743
name: sarcasm_prob_neutral:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=50,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: similarity
value: 0.7773379197626403
name: similarity:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 0.14298663119432725
name: similarity:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 0.3235867917537689
name: similarity:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 1.0000001192092896
name: similarity:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 0.6732047498226166
name: similarity:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 0.7990748286247253
name: similarity:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 0.8853258788585663
name: similarity:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.11002340136152325
name: sarcasm_prob_orig:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.19781148894013406
name: sarcasm_prob_orig:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.003153860569000244
name: sarcasm_prob_orig:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.9518612027168274
name: sarcasm_prob_orig:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.008991092443466187
name: sarcasm_prob_orig:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.022083044052124023
name: sarcasm_prob_orig:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.09115153551101685
name: sarcasm_prob_orig:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.025997649419187294
name: sarcasm_prob_neutral:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.06252146870401816
name: sarcasm_prob_neutral:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.003283679485321045
name: sarcasm_prob_neutral:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.7735850214958191
name: sarcasm_prob_neutral:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.007349550724029541
name: sarcasm_prob_neutral:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.010451316833496094
name: sarcasm_prob_neutral:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.01922011375427246
name: sarcasm_prob_neutral:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 0.7852434600844528
name: similarity:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 0.1439826920735626
name: similarity:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 0.25096309185028076
name: similarity:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 1.0000001192092896
name: similarity:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 0.6858731508255005
name: similarity:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 0.8023076057434082
name: similarity:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 0.899185061454773
name: similarity:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.11002340136152325
name: sarcasm_prob_orig:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.19781148894013406
name: sarcasm_prob_orig:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.003153860569000244
name: sarcasm_prob_orig:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.9518612027168274
name: sarcasm_prob_orig:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.008991092443466187
name: sarcasm_prob_orig:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.022083044052124023
name: sarcasm_prob_orig:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.09115153551101685
name: sarcasm_prob_orig:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.02781427472528785
name: sarcasm_prob_neutral:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.07163829203178675
name: sarcasm_prob_neutral:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.003283679485321045
name: sarcasm_prob_neutral:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.8640799522399902
name: sarcasm_prob_neutral:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.007247418165206909
name: sarcasm_prob_neutral:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.010595560073852539
name: sarcasm_prob_neutral:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.019609391689300537
name: sarcasm_prob_neutral:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=20,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 0.7677457979231169
name: similarity:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: similarity
value: 0.1514715502297293
name: similarity:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: similarity
value: 0.059372514486312866
name: similarity:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: similarity
value: 1.0000001192092896
name: similarity:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: similarity
value: 0.672864556312561
name: similarity:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: similarity
value: 0.7940576076507568
name: similarity:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: similarity
value: 0.87800732254982
name: similarity:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.11002340136152325
name: sarcasm_prob_orig:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.19781148894013406
name: sarcasm_prob_orig:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.003153860569000244
name: sarcasm_prob_orig:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.9518612027168274
name: sarcasm_prob_orig:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.008991092443466187
name: sarcasm_prob_orig:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.022083044052124023
name: sarcasm_prob_orig:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.09115153551101685
name: sarcasm_prob_orig:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.0242896288332313
name: sarcasm_prob_neutral:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.06258684839340933
name: sarcasm_prob_neutral:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.0033367276191711426
name: sarcasm_prob_neutral:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.7978536486625671
name: sarcasm_prob_neutral:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.00686568021774292
name: sarcasm_prob_neutral:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.010325014591217041
name: sarcasm_prob_neutral:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.016955524682998657
name: sarcasm_prob_neutral:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: similarity
value: 0.7901614762315846
name: similarity:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 0.1414789390333147
name: similarity:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 0.34828102588653564
name: similarity:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 1.0000001192092896
name: similarity:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 0.6971477270126343
name: similarity:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 0.8136025667190552
name: similarity:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 0.9012817144393921
name: similarity:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.11002340136152325
name: sarcasm_prob_orig:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.19781148894013406
name: sarcasm_prob_orig:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.003153860569000244
name: sarcasm_prob_orig:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.9518612027168274
name: sarcasm_prob_orig:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.008991092443466187
name: sarcasm_prob_orig:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.022083044052124023
name: sarcasm_prob_orig:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.09115153551101685
name: sarcasm_prob_orig:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.02701069200881804
name: sarcasm_prob_neutral:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.07093301949472547
name: sarcasm_prob_neutral:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.0033283233642578125
name: sarcasm_prob_neutral:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.8640799522399902
name: sarcasm_prob_neutral:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.007353156805038452
name: sarcasm_prob_neutral:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.010792315006256104
name: sarcasm_prob_neutral:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.01911395788192749
name: sarcasm_prob_neutral:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.0, generate_params:do_sample=True
- type: similarity
value: 0.7893759475211904
name: similarity:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 0.14643357554298406
name: similarity:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 0.3354335427284241
name: similarity:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 1.0000001192092896
name: similarity:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 0.6858283281326294
name: similarity:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 0.8141318559646606
name: similarity:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 0.903927743434906
name: similarity:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.11002340136152325
name: sarcasm_prob_orig:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.19781148894013406
name: sarcasm_prob_orig:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.003153860569000244
name: sarcasm_prob_orig:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.9518612027168274
name: sarcasm_prob_orig:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.008991092443466187
name: sarcasm_prob_orig:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.022083044052124023
name: sarcasm_prob_orig:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.09115153551101685
name: sarcasm_prob_orig:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.02691442280104666
name: sarcasm_prob_neutral:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.0706508570925609
name: sarcasm_prob_neutral:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.003411531448364258
name: sarcasm_prob_neutral:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.8640799522399902
name: sarcasm_prob_neutral:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.007217735052108765
name: sarcasm_prob_neutral:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.010618090629577637
name: sarcasm_prob_neutral:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.019507557153701782
name: sarcasm_prob_neutral:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=0.5, generate_params:do_sample=True
- type: similarity
value: 0.7613792621728146
name: similarity:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: similarity
value: 0.15273948273887117
name: similarity:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: similarity
value: 0.2961878180503845
name: similarity:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: similarity
value: 1.0000001192092896
name: similarity:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: similarity
value: 0.6522053480148315
name: similarity:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: similarity
value: 0.78827303647995
name: similarity:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: similarity
value: 0.8778912425041199
name: similarity:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.11002340136152325
name: sarcasm_prob_orig:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.19781148894013406
name: sarcasm_prob_orig:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.003153860569000244
name: sarcasm_prob_orig:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.9518612027168274
name: sarcasm_prob_orig:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.008991092443466187
name: sarcasm_prob_orig:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.022083044052124023
name: sarcasm_prob_orig:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_orig
value: 0.09115153551101685
name: sarcasm_prob_orig:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.022536426361161047
name: sarcasm_prob_neutral:mean
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.05297904692998441
name: sarcasm_prob_neutral:std
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.003281891345977783
name: sarcasm_prob_neutral:min
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.7215010523796082
name: sarcasm_prob_neutral:max
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.007250666618347168
name: sarcasm_prob_neutral:q1
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.009857177734375
name: sarcasm_prob_neutral:q2
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
- type: sarcasm_prob_neutral
value: 0.017052054405212402
name: sarcasm_prob_neutral:q3
config: >-
similarity_model=multi-qa-mpnet-base-dot-v1,
model=maxmarcon/bart-base-sarcasm-defuser,
sarcasm_model=helinivan/english-sarcasm-detector,
generate_params:max_new_tokens=100,
generate_params:temperature=1.5, generate_params:do_sample=True
source:
url: https://www.kaggle.com/datasets/danofer/sarcasm/data
name: kaggle
BART Sarcasm Defuser
Description
BART model (0.1B parameters) fine-tuned to defues sarcasm. Example:
Prompt: So glad investment bankers and hedge funds make so much on the low wages these guys get.
Generated after prompt: It's concerning that investment bankers and hedge funds are making so much on the low wages these workers receive.
Training and Evaluation
The model has been trained on ~4500 sarcastic comments from the Sarcasm on Reddit Kaggle dataset. The dataset includes a selection of comments from Reddit that were marked as sarcastic by the author of the comment. Another ~500 comments have been used to test the trained model's performance.
In order to teach the model what a defused, not sarcastic comment looks like, we used a more powerful LLM to generate defused comments for the Kaggle dataset. We used the gemma-3-12b-it model with 12B parameters and we queried via the Google API with the following prompt for each comment:
given this sarcastic comment: <SARCASTIC_COMMENT>,
which is a response to this other comment: <CONTEXT>,
remove all the sarcasm from it while keeping the original meaning. Don't output anything else, and don't try to describe the comment in the third person",
where <SARCASTIC_COMMENT> is the sarcastic comment from the Kaggle dataset and <CONTEXT> is the comment that preceded the sarcstic comment (this comment was also
available as part of the Kaggle dataset). This gives the LLM additional information on how to "translate" the sarcastic comment into a "normal" one.
How to use
Coming soon