Error code:   JWTInvalidSignature
Exception:    InvalidSignatureError
Message:      Signature verification failed
Traceback:    Traceback (most recent call last):
                File "/src/libs/libapi/src/libapi/jwt_token.py", line 286, in validate_jwt
                  decoded = jwt.decode(
                      jwt=token,
                  ...<2 lines>...
                      options=options,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jwt.py", line 368, in decode
                  decoded = self.decode_complete(
                      jwt,
                  ...<8 lines>...
                      leeway=leeway,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jwt.py", line 265, in decode_complete
                  decoded = self._jws.decode_complete(
                      jwt,
                  ...<3 lines>...
                      detached_payload=detached_payload,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jws.py", line 270, in decode_complete
                  self._verify_signature(
                  ~~~~~~~~~~~~~~~~~~~~~~^
                      signing_input,
                      ^^^^^^^^^^^^^^
                  ...<4 lines>...
                      options=merged_options,
                      ^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jws.py", line 417, in _verify_signature
                  raise InvalidSignatureError("Signature verification failed")
              jwt.exceptions.InvalidSignatureError: Signature verification failed

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Trace2Action Dataset

Trace2Action is a large-scale computer-use dataset designed for training and evaluating multimodal agents that operate graphical user interfaces through grounded action generation and procedural reasoning.

Structure

Field	Type	Description
`task_id`	string	Unique trajectory identifier
`platform`	string	Application platform name
`instruction`	string	Natural language task objective
`step_index`	int32	Temporal index within trajectory
`image`	Image	Screenshot corresponding to current state
`code`	string	Ground-truth executable UI action
`action`	json	Action description in JSON format

Action space

{"type": "CLICK", "x": [0, 100], "y": [0, 100] }
{"type": "RIGHT_CLICK", "x": [0, 100], "y": [0, 100]}
{"type": "DOUBLE_CLICK", "x": [0, 100], "y": [0, 100]}
{"type": "DRAG_TO", "x": [0, 100], "y": [0, 100]}
{"type": "SCROLL", "amount": <int>}
{"type": "PRESS", "key": "<str>"}
{"type": "HOTKEY", "keys": ["<str>", "<str>"]}
{"type": "TYPE", "text": "<str>"}

Applications

Train set (20):

7-Zip
Affine
Atom
Anki
Bash
Blender
Chromium
Element
Eclipse
FreeCAD
GIMP
Inkscape
IntelliJ IDEA
LibreOffice Calc
LibreOffice Draw
LibreOffice Writer
Mastodon
Nextcloud
OnlyOffice Calendar
OnlyOffice Presentation

Test set (4):

Gedit
LibreOffice Impress
Matrix
OBS Studio

Download

from datasets import load_dataset
ds = load_dataset("dyfang/trace2action-10k")

Downloads last month: 15

Total file size:

4.1 GB