Text Classification
Transformers
Safetensors
English
modernbert
encoder
decision-model
tool-routing
agentic
preview
text-embeddings-inference
Instructions to use MaziyarPanahi/ModernJEV-Decide-Preview with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use MaziyarPanahi/ModernJEV-Decide-Preview with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="MaziyarPanahi/ModernJEV-Decide-Preview")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("MaziyarPanahi/ModernJEV-Decide-Preview") model = AutoModelForSequenceClassification.from_pretrained("MaziyarPanahi/ModernJEV-Decide-Preview", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download evaluation/open-label-checks.json from MaziyarPanahi/ModernJEV-Decide-Preview: direct link, hf CLI and curl.
- Browser
- Download file 37 kB
-
https://huggingface.co/MaziyarPanahi/ModernJEV-Decide-Preview/resolve/main/evaluation/open-label-checks.json
- Command line
-
hf download hf://MaziyarPanahi/ModernJEV-Decide-Preview/evaluation/open-label-checks.json
-
curl -L -o open-label-checks.json https://huggingface.co/MaziyarPanahi/ModernJEV-Decide-Preview/resolve/main/evaluation/open-label-checks.json
37 kB
| { | |
| "scalar_head": 1, | |
| "interpretation": "Interface checks and illustrative decisions, not a clinical benchmark or general accuracy estimate.", | |
| "checks": [ | |
| { | |
| "answer_count": 2, | |
| "interface_pass": true, | |
| "reorder_same_label": true, | |
| "rename_same_description": true, | |
| "selected_expected_description": true, | |
| "outputs": [ | |
| { | |
| "predicted_label": "fresh_choice_2_0", | |
| "allowed_choices": [ | |
| "fresh_choice_2_0", | |
| "fresh_choice_2_1" | |
| ], | |
| "candidates": [ | |
| { | |
| "label": "fresh_choice_2_0", | |
| "score": 0.8051604628562927, | |
| "raw_score": -24.558311462402344, | |
| "rank": 1 | |
| }, | |
| { | |
| "label": "fresh_choice_2_1", | |
| "score": 0.19483955204486847, | |
| "raw_score": -25.977176666259766, | |
| "rank": 2 | |
| } | |
| ], | |
| "truncated": false, | |
| "max_sequence_length": 4096, | |
| "note": "Scores rank this supplied choice set; they are not calibrated confidence." | |
| }, | |
| { | |
| "predicted_label": "fresh_choice_2_0", | |
| "allowed_choices": [ | |
| "fresh_choice_2_1", | |
| "fresh_choice_2_0" | |
| ], | |
| "candidates": [ | |
| { | |
| "label": "fresh_choice_2_0", | |
| "score": 0.8051604628562927, | |
| "raw_score": -24.558311462402344, | |
| "rank": 1 | |
| }, | |
| { | |
| "label": "fresh_choice_2_1", | |
| "score": 0.19483955204486847, | |
| "raw_score": -25.977176666259766, | |
| "rank": 2 | |
| } | |
| ], | |
| "truncated": false, | |
| "max_sequence_length": 4096, | |
| "note": "Scores rank this supplied choice set; they are not calibrated confidence." | |
| }, | |
| { | |
| "predicted_label": "opaque_2_0", | |
| "allowed_choices": [ | |
| "opaque_2_0", | |
| "opaque_2_1" | |
| ], | |
| "candidates": [ | |
| { | |
| "label": "opaque_2_0", | |
| "score": 0.7122752070426941, | |
| "raw_score": -22.207761764526367, | |
| "rank": 1 | |
| }, | |
| { | |
| "label": "opaque_2_1", | |
| "score": 0.2877248227596283, | |
| "raw_score": -23.114221572875977, | |
| "rank": 2 | |
| } | |
| ], | |
| "truncated": false, | |
| "max_sequence_length": 4096, | |
| "note": "Scores rank this supplied choice set; they are not calibrated confidence." | |
| }, | |
| { | |
| "predicted_label": "Escalate this damaged parcel to a human support agent.", | |
| "allowed_choices": [ | |
| "Escalate this damaged parcel to a human support agent.", | |
| "Search the product catalog for a new item." | |
| ], | |
| "candidates": [ | |
| { | |
| "label": "Escalate this damaged parcel to a human support agent.", | |
| "score": 0.7943422794342041, | |
| "raw_score": -19.58828353881836, | |
| "rank": 1 | |
| }, | |
| { | |
| "label": "Search the product catalog for a new item.", | |
| "score": 0.2056577205657959, | |
| "raw_score": -20.939584732055664, | |
| "rank": 2 | |
| } | |
| ], | |
| "truncated": false, | |
| "max_sequence_length": 4096, | |
| "note": "Scores rank this supplied choice set; they are not calibrated confidence." | |
| } | |
| ] | |
| }, | |
| { | |
| "answer_count": 3, | |
| "interface_pass": true, | |
| "reorder_same_label": true, | |
| "rename_same_description": false, | |
| "selected_expected_description": true, | |
| "outputs": [ | |
| { | |
| "predicted_label": "fresh_choice_3_0", | |
| "allowed_choices": [ | |
| "fresh_choice_3_0", | |
| "fresh_choice_3_1", | |
| "fresh_choice_3_2" | |
| ], | |
| "candidates": [ | |
| { | |
| "label": "fresh_choice_3_0", | |
| "score": 0.5637261867523193, | |
| "raw_score": -24.52130699157715, | |
| "rank": 1 | |
| }, | |
| { | |
| "label": "fresh_choice_3_2", | |
| "score": 0.28383156657218933, | |
| "raw_score": -25.207494735717773, | |
| "rank": 2 | |
| }, | |
| { | |
| "label": "fresh_choice_3_1", | |
| "score": 0.15244220197200775, | |
| "raw_score": -25.829090118408203, | |
| "rank": 3 | |
| } | |
| ], | |
| "truncated": false, | |
| "max_sequence_length": 4096, | |
| "note": "Scores rank this supplied choice set; they are not calibrated confidence." | |
| }, | |
| { | |
| "predicted_label": "fresh_choice_3_0", | |
| "allowed_choices": [ | |
| "fresh_choice_3_2", | |
| "fresh_choice_3_1", | |
| "fresh_choice_3_0" | |
| ], | |
| "candidates": [ | |
| { | |
| "label": "fresh_choice_3_0", | |
| "score": 0.563726544380188, | |
| "raw_score": -24.52130699157715, | |
| "rank": 1 | |
| }, | |
| { | |
| "label": "fresh_choice_3_2", | |
| "score": 0.2838311791419983, | |
| "raw_score": -25.207496643066406, | |
| "rank": 2 | |
| }, | |
| { | |
| "label": "fresh_choice_3_1", | |
| "score": 0.1524423062801361, | |
| "raw_score": -25.829090118408203, | |
| "rank": 3 | |
| } | |
| ], | |
| "truncated": false, | |
| "max_sequence_length": 4096, | |
| "note": "Scores rank this supplied choice set; they are not calibrated confidence." | |
| }, | |
| { | |
| "predicted_label": "opaque_3_2", | |
| "allowed_choices": [ | |
| "opaque_3_0", | |
| "opaque_3_1", | |
| "opaque_3_2" | |
| ], | |
| "candidates": [ | |
| { | |
| "label": "opaque_3_2", | |
| "score": 0.5318363308906555, | |
| "raw_score": -21.825939178466797, | |
| "rank": 1 | |
| }, | |
| { | |
| "label": "opaque_3_0", | |
| "score": 0.34079551696777344, | |
| "raw_score": -22.270992279052734, | |
| "rank": 2 | |
| }, | |
| { | |
| "label": "opaque_3_1", | |
| "score": 0.12736809253692627, | |
| "raw_score": -23.25519371032715, | |
| "rank": 3 | |
| } | |
| ], | |
| "truncated": false, | |
| "max_sequence_length": 4096, | |
| "note": "Scores rank this supplied choice set; they are not calibrated confidence." | |
| }, | |
| { | |
| "predicted_label": "Route to unrelated department number 0 for a different request.", | |
| "allowed_choices": [ | |
| "Escalate this damaged parcel to a human support agent.", | |
| "Search the product catalog for a new item.", | |
| "Route to unrelated department number 0 for a different request." | |
| ], | |
| "candidates": [ | |
| { | |
| "label": "Route to unrelated department number 0 for a different request.", | |
| "score": 0.6520880460739136, | |
| "raw_score": -18.729812622070312, | |
| "rank": 1 | |
| }, | |
| { | |
| "label": "Escalate this damaged parcel to a human support agent.", | |
| "score": 0.2763611972332001, | |
| "raw_score": -19.58828353881836, | |
| "rank": 2 | |
| }, | |
| { | |
| "label": "Search the product catalog for a new item.", | |
| "score": 0.07155078649520874, | |
| "raw_score": -20.939584732055664, | |
| "rank": 3 | |
| } | |
| ], | |
| "truncated": false, | |
| "max_sequence_length": 4096, | |
| "note": "Scores rank this supplied choice set; they are not calibrated confidence." | |
| } | |
| ] | |
| }, | |
| { | |
| "answer_count": 7, | |
| "interface_pass": true, | |
| "reorder_same_label": true, | |
| "rename_same_description": false, | |
| "selected_expected_description": true, | |
| "outputs": [ | |
| { | |
| "predicted_label": "fresh_choice_7_0", | |
| "allowed_choices": [ | |
| "fresh_choice_7_0", | |
| "fresh_choice_7_1", | |
| "fresh_choice_7_2", | |
| "fresh_choice_7_3", | |
| "fresh_choice_7_4", | |
| "fresh_choice_7_5", | |
| "fresh_choice_7_6" | |
| ], | |
| "candidates": [ | |
| { | |
| "label": "fresh_choice_7_0", | |
| "score": 0.33595216274261475, | |
| "raw_score": -23.554637908935547, | |
| "rank": 1 | |
| }, | |
| { | |
| "label": "fresh_choice_7_6", | |
| "score": 0.2605591416358948, | |
| "raw_score": -23.80877685546875, | |
| "rank": 2 | |
| }, | |
| { | |
| "label": "fresh_choice_7_4", | |
| "score": 0.10382113605737686, | |
| "raw_score": -24.72893714904785, | |
| "rank": 3 | |
| }, | |
| { | |
| "label": "fresh_choice_7_3", | |
| "score": 0.08751508593559265, | |
| "raw_score": -24.899795532226562, | |
| "rank": 4 | |
| }, | |
| { | |
| "label": "fresh_choice_7_5", | |
| "score": 0.07923448085784912, | |
| "raw_score": -24.999195098876953, | |
| "rank": 5 | |
| }, | |
| { | |
| "label": "fresh_choice_7_2", | |
| "score": 0.07844322174787521, | |
| "raw_score": -25.009231567382812, | |
| "rank": 6 | |
| }, | |
| { | |
| "label": "fresh_choice_7_1", | |
| "score": 0.05447477847337723, | |
| "raw_score": -25.373868942260742, | |
| "rank": 7 | |
| } | |
| ], | |
| "truncated": false, | |
| "max_sequence_length": 4096, | |
| "note": "Scores rank this supplied choice set; they are not calibrated confidence." | |
| }, | |
| { | |
| "predicted_label": "fresh_choice_7_0", | |
| "allowed_choices": [ | |
| "fresh_choice_7_6", | |
| "fresh_choice_7_5", | |
| "fresh_choice_7_4", | |
| "fresh_choice_7_3", | |
| "fresh_choice_7_2", | |
| "fresh_choice_7_1", | |
| "fresh_choice_7_0" | |
| ], | |
| "candidates": [ | |
| { | |
| "label": "fresh_choice_7_0", | |
| "score": 0.3359522819519043, | |
| "raw_score": -23.554637908935547, | |
| "rank": 1 | |
| }, | |
| { | |
| "label": "fresh_choice_7_6", | |
| "score": 0.26055923104286194, | |
| "raw_score": -23.80877685546875, | |
| "rank": 2 | |
| }, | |
| { | |
| "label": "fresh_choice_7_4", | |
| "score": 0.10382117331027985, | |
| "raw_score": -24.72893714904785, | |
| "rank": 3 | |
| }, | |
| { | |
| "label": "fresh_choice_7_3", | |
| "score": 0.08751478046178818, | |
| "raw_score": -24.899799346923828, | |
| "rank": 4 | |
| }, | |
| { | |
| "label": "fresh_choice_7_5", | |
| "score": 0.07923451066017151, | |
| "raw_score": -24.999195098876953, | |
| "rank": 5 | |
| }, | |
| { | |
| "label": "fresh_choice_7_2", | |
| "score": 0.0784432515501976, | |
| "raw_score": -25.009231567382812, | |
| "rank": 6 | |
| }, | |
| { | |
| "label": "fresh_choice_7_1", | |
| "score": 0.05447479709982872, | |
| "raw_score": -25.373868942260742, | |
| "rank": 7 | |
| } | |
| ], | |
| "truncated": false, | |
| "max_sequence_length": 4096, | |
| "note": "Scores rank this supplied choice set; they are not calibrated confidence." | |
| }, | |
| { | |
| "predicted_label": "opaque_7_6", | |
| "allowed_choices": [ | |
| "opaque_7_0", | |
| "opaque_7_1", | |
| "opaque_7_2", | |
| "opaque_7_3", | |
| "opaque_7_4", | |
| "opaque_7_5", | |
| "opaque_7_6" | |
| ], | |
| "candidates": [ | |
| { | |
| "label": "opaque_7_6", | |
| "score": 0.3010425269603729, | |
| "raw_score": -21.268993377685547, | |
| "rank": 1 | |
| }, | |
| { | |
| "label": "opaque_7_0", | |
| "score": 0.22324608266353607, | |
| "raw_score": -21.567970275878906, | |
| "rank": 2 | |
| }, | |
| { | |
| "label": "opaque_7_4", | |
| "score": 0.114542156457901, | |
| "raw_score": -22.235301971435547, | |
| "rank": 3 | |
| }, | |
| { | |
| "label": "opaque_7_2", | |
| "score": 0.11444498598575592, | |
| "raw_score": -22.23615074157715, | |
| "rank": 4 | |
| }, | |
| { | |
| "label": "opaque_7_3", | |
| "score": 0.11412934213876724, | |
| "raw_score": -22.23891258239746, | |
| "rank": 5 | |
| }, | |
| { | |
| "label": "opaque_7_5", | |
| "score": 0.07986637204885483, | |
| "raw_score": -22.595890045166016, | |
| "rank": 6 | |
| }, | |
| { | |
| "label": "opaque_7_1", | |
| "score": 0.05272847041487694, | |
| "raw_score": -23.011089324951172, | |
| "rank": 7 | |
| } | |
| ], | |
| "truncated": false, | |
| "max_sequence_length": 4096, | |
| "note": "Scores rank this supplied choice set; they are not calibrated confidence." | |
| }, | |
| { | |
| "predicted_label": "Route to unrelated department number 0 for a different request.", | |
| "allowed_choices": [ | |
| "Escalate this damaged parcel to a human support agent.", | |
| "Search the product catalog for a new item.", | |
| "Route to unrelated department number 0 for a different request.", | |
| "Route to unrelated department number 1 for a different request.", | |
| "Route to unrelated department number 2 for a different request.", | |
| "Route to unrelated department number 3 for a different request.", | |
| "Route to unrelated department number 4 for a different request." | |
| ], | |
| "candidates": [ | |
| { | |
| "label": "Route to unrelated department number 0 for a different request.", | |
| "score": 0.2675093412399292, | |
| "raw_score": -18.729812622070312, | |
| "rank": 1 | |
| }, | |
| { | |
| "label": "Route to unrelated department number 4 for a different request.", | |
| "score": 0.2286183089017868, | |
| "raw_score": -18.886913299560547, | |
| "rank": 2 | |
| }, | |
| { | |
| "label": "Route to unrelated department number 1 for a different request.", | |
| "score": 0.1698872447013855, | |
| "raw_score": -19.1838321685791, | |
| "rank": 3 | |
| }, | |
| { | |
| "label": "Escalate this damaged parcel to a human support agent.", | |
| "score": 0.1133730337023735, | |
| "raw_score": -19.58828353881836, | |
| "rank": 4 | |
| }, | |
| { | |
| "label": "Route to unrelated department number 3 for a different request.", | |
| "score": 0.10056313127279282, | |
| "raw_score": -19.708181381225586, | |
| "rank": 5 | |
| }, | |
| { | |
| "label": "Route to unrelated department number 2 for a different request.", | |
| "score": 0.09069626778364182, | |
| "raw_score": -19.811450958251953, | |
| "rank": 6 | |
| }, | |
| { | |
| "label": "Search the product catalog for a new item.", | |
| "score": 0.029352637007832527, | |
| "raw_score": -20.939584732055664, | |
| "rank": 7 | |
| } | |
| ], | |
| "truncated": false, | |
| "max_sequence_length": 4096, | |
| "note": "Scores rank this supplied choice set; they are not calibrated confidence." | |
| } | |
| ] | |
| }, | |
| { | |
| "answer_count": 20, | |
| "interface_pass": true, | |
| "reorder_same_label": true, | |
| "rename_same_description": true, | |
| "selected_expected_description": false, | |
| "outputs": [ | |
| { | |
| "predicted_label": "fresh_choice_20_11", | |
| "allowed_choices": [ | |
| "fresh_choice_20_0", | |
| "fresh_choice_20_1", | |
| "fresh_choice_20_2", | |
| "fresh_choice_20_3", | |
| "fresh_choice_20_4", | |
| "fresh_choice_20_5", | |
| "fresh_choice_20_6", | |
| "fresh_choice_20_7", | |
| "fresh_choice_20_8", | |
| "fresh_choice_20_9", | |
| "fresh_choice_20_10", | |
| "fresh_choice_20_11", | |
| "fresh_choice_20_12", | |
| "fresh_choice_20_13", | |
| "fresh_choice_20_14", | |
| "fresh_choice_20_15", | |
| "fresh_choice_20_16", | |
| "fresh_choice_20_17", | |
| "fresh_choice_20_18", | |
| "fresh_choice_20_19" | |
| ], | |
| "candidates": [ | |
| { | |
| "label": "fresh_choice_20_11", | |
| "score": 0.15572811663150787, | |
| "raw_score": -24.59111785888672, | |
| "rank": 1 | |
| }, | |
| { | |
| "label": "fresh_choice_20_10", | |
| "score": 0.1482214629650116, | |
| "raw_score": -24.640522003173828, | |
| "rank": 2 | |
| }, | |
| { | |
| "label": "fresh_choice_20_0", | |
| "score": 0.10967609286308289, | |
| "raw_score": -24.94169807434082, | |
| "rank": 3 | |
| }, | |
| { | |
| "label": "fresh_choice_20_9", | |
| "score": 0.09642379730939865, | |
| "raw_score": -25.070476531982422, | |
| "rank": 4 | |
| }, | |
| { | |
| "label": "fresh_choice_20_6", | |
| "score": 0.062188707292079926, | |
| "raw_score": -25.509056091308594, | |
| "rank": 5 | |
| }, | |
| { | |
| "label": "fresh_choice_20_8", | |
| "score": 0.057998985052108765, | |
| "raw_score": -25.57880401611328, | |
| "rank": 6 | |
| }, | |
| { | |
| "label": "fresh_choice_20_7", | |
| "score": 0.05253210663795471, | |
| "raw_score": -25.677804946899414, | |
| "rank": 7 | |
| }, | |
| { | |
| "label": "fresh_choice_20_13", | |
| "score": 0.038757286965847015, | |
| "raw_score": -25.981910705566406, | |
| "rank": 8 | |
| }, | |
| { | |
| "label": "fresh_choice_20_14", | |
| "score": 0.03664031997323036, | |
| "raw_score": -26.0380802154541, | |
| "rank": 9 | |
| }, | |
| { | |
| "label": "fresh_choice_20_12", | |
| "score": 0.03644376993179321, | |
| "raw_score": -26.043458938598633, | |
| "rank": 10 | |
| }, | |
| { | |
| "label": "fresh_choice_20_2", | |
| "score": 0.026935890316963196, | |
| "raw_score": -26.34576988220215, | |
| "rank": 11 | |
| }, | |
| { | |
| "label": "fresh_choice_20_4", | |
| "score": 0.024683654308319092, | |
| "raw_score": -26.433088302612305, | |
| "rank": 12 | |
| }, | |
| { | |
| "label": "fresh_choice_20_5", | |
| "score": 0.024211952462792397, | |
| "raw_score": -26.452383041381836, | |
| "rank": 13 | |
| }, | |
| { | |
| "label": "fresh_choice_20_19", | |
| "score": 0.023727986961603165, | |
| "raw_score": -26.47257423400879, | |
| "rank": 14 | |
| }, | |
| { | |
| "label": "fresh_choice_20_3", | |
| "score": 0.022604424506425858, | |
| "raw_score": -26.52108383178711, | |
| "rank": 15 | |
| }, | |
| { | |
| "label": "fresh_choice_20_1", | |
| "score": 0.021840117871761322, | |
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| "Route to unrelated department number 6 for a different request.", | |
| "Route to unrelated department number 7 for a different request.", | |
| "Route to unrelated department number 8 for a different request.", | |
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| "Route to unrelated department number 10 for a different request.", | |
| "Route to unrelated department number 11 for a different request.", | |
| "Route to unrelated department number 12 for a different request.", | |
| "Route to unrelated department number 13 for a different request.", | |
| "Route to unrelated department number 14 for a different request.", | |
| "Route to unrelated department number 15 for a different request.", | |
| "Route to unrelated department number 16 for a different request.", | |
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| ] | |
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| ] | |
| } | |