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plumbline-0.6b-reader

dsup2026 / plumbline-0.6b-reader

Run on huggingface.co
huggingface.co
Total runs: 28
24-hour runs: 6
7-day runs: 22
30-day runs: 22
Model's Last Updated: October 12 2026

Introduction of plumbline-0.6b-reader

Model Details of plumbline-0.6b-reader

Plumbline-0.6B reader

The second adapter of Plumbline-0.6B , which judges whether a text breaks a rule written in plain English. The reader works on the rule alone and reads two facts from its wording, so that the main card's cutoffs can be chosen with nothing for you to label:

  • does a text break the rule by including something it forbids, or by leaving something out;
  • can a text keep the rule without it ever coming up, as a dish without nuts keeps a rule about nuts.

On 160 rules written blind it reads the first fact right for 94% of them and the second for 95%.

Use it

It sits beside the judging adapter on the same base model, and the snippet in the main card loads it: 

model.load_adapter("dsup2026/plumbline-0.6b-reader", adapter_name="reader")

Synthetic data generated by a Qwen model (Yang et al., 2025) was used in training.

Licence

PolyForm Noncommercial 1.0.0. Commercial use needs a separate licence.

The adapter is under PolyForm Noncommercial 1.0.0 , reproduced in full in LICENSE . Any noncommercial purpose is permitted with no permission needed, which its own text spells out as personal study, private entertainment, hobby projects and amateur pursuits, and which covers charities, schools, public research bodies and government.

Commercial use needs a separate licence. Contact me via the details in LICENSE . Running the model over a group or a queue belonging to a business, a client or an employer is commercial use however informally it is run and whoever owns the laptop.

The base model remains Apache-2.0 and is not relicensed here; retain its LICENSE and NOTICE .

Citation 
@misc{qwen3technicalreport,
  title         = {Qwen3 Technical Report},
  author        = {Yang, An and Li, Anfeng and Yang, Baosong and others},
  year          = {2025},
  eprint        = {2505.09388},
  archivePrefix = {arXiv},
  primaryClass  = {cs.CL},
  url           = {https://arxiv.org/abs/2505.09388},
  note          = {A Qwen model generated the synthetic training data; the base model is Qwen3-Reranker-0.6B}
}

Runs of dsup2026 plumbline-0.6b-reader on huggingface.co

28
Total runs
6
24-hour runs
10
3-day runs
22
7-day runs
22
30-day runs

More Information About plumbline-0.6b-reader huggingface.co Model

More plumbline-0.6b-reader license Visit here:

https://choosealicense.com/licenses/polyform-noncommercial-1.0.0

plumbline-0.6b-reader huggingface.co

plumbline-0.6b-reader huggingface.co is an AI model on huggingface.co that provides plumbline-0.6b-reader's model effect (), which can be used instantly with this dsup2026 plumbline-0.6b-reader model. huggingface.co supports a free trial of the plumbline-0.6b-reader model, and also provides paid use of the plumbline-0.6b-reader. Support call plumbline-0.6b-reader model through api, including Node.js, Python, http.

plumbline-0.6b-reader huggingface.co Url

https://huggingface.co/dsup2026/plumbline-0.6b-reader

dsup2026 plumbline-0.6b-reader online free

plumbline-0.6b-reader huggingface.co is an online trial and call api platform, which integrates plumbline-0.6b-reader's modeling effects, including api services, and provides a free online trial of plumbline-0.6b-reader, you can try plumbline-0.6b-reader online for free by clicking the link below.

dsup2026 plumbline-0.6b-reader online free url in huggingface.co:

https://huggingface.co/dsup2026/plumbline-0.6b-reader

plumbline-0.6b-reader install

plumbline-0.6b-reader is an open source model from GitHub that offers a free installation service, and any user can find plumbline-0.6b-reader on GitHub to install. At the same time, huggingface.co provides the effect of plumbline-0.6b-reader install, users can directly use plumbline-0.6b-reader installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

plumbline-0.6b-reader install url in huggingface.co:

https://huggingface.co/dsup2026/plumbline-0.6b-reader

Url of plumbline-0.6b-reader

plumbline-0.6b-reader huggingface.co Url

Provider of plumbline-0.6b-reader huggingface.co

dsup2026
ORGANIZATIONS
huggingface.co

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