The dataset viewer is not available for this dataset.
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 failedNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
YAML Metadata Warning:The task_categories "text2text-generation" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other
thingiverse-openscad
This preliminary dataset aims to help in fine-tuning LLMs for doing 3D modeling via OpenSCAD. Data was scraped from Thingiverse and paired with English-language synthetic prompts.
synthetic data generation
fakeprompts were generated by gemini-2.0-flash-exp using the following prompt:
{scad}
{description}
Given the SCAD file(s) and description above, generate a detailed user query describing the design and requesting that an AI assistant design a parametric OpenSCAD file or files. That is, you are simulating the user in a conversation where a user submits a query and an AI assistant responds with the attached code. Do not write any code in your response unless it would make sense for the user to do so. _Do not_ claim to have attached code for any included libraries, but _do_ specify which specific libraries are used (e.g. MCAD, BOSL, BOSL2, dotSCAD, NopSCADlib, BOLTS). You do not need to ask for individual .scad files within a library. You should be writing this response entirely as a user; _do not_ begin your response by announcing that you're going to answer the prompt. Don't try to get the AI to improve upon already-existing code - assume it will be generating all of the SCAD files from scratch. Vary the structure of your responses - try to write like a human would while still remaining accurate to the requested design. Do not begin every single response with the word "Okay".
on sourcing
Although I'd like to get informed consent if and when I have the resources to do so, this dataset does obey the licensing requirements of the material it includes (basically everything on Thingiverse is under a relatively permissive CC variant, so this wasn't too hard).
contact / request removal
@redcathode on Discord, @red:redcatho.de on Matrix - for other contacts, see my website
- Downloads last month
- 23