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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Cuttlefish-Encoder-Data

Encoder pretraining dataset for Cuttlefish-Encoder. Contains all-atom structural graphs for molecules, proteins, DNA, and RNA in a unified parquet format.

Dataset structure

molecules/   # molecule encoder training data
nacid/       # DNA and RNA encoder training data
protein/     # protein encoder training data (PDB structures)
test/        # held-out test samples

Schema

Field	Description
`modality`	`"molecule"`, `"protein"`, `"dna"`, or `"rna"`
`node_feat`	Atom/node features (N × d)
`pos`	3D coordinates in Å (N × 3)
`edge_index`	Spatial graph edges in COO (2 × E)
`edge_feat_dist`	Edge distances (E × 1, optional)

Usage

from datasets import load_dataset
ds = load_dataset("zihaojing/Cuttlefish-Encoder-Data")

Related resources

Resource	Link
Cuttlefish LLM	zihaojing/Cuttlefish
Cuttlefish-Encoder	zihaojing/Cuttlefish-Encoder
SFT instruction data	zihaojing/Cuttlefish-SFT-Data

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