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Hi, thanks for releasing ArtiFixer. I would like to know the minimum GPU specifications needed to run ArtiFixer. In
particular, is the 14B checkpoint compatible with a 24 GB GPU such as an RTX 3090?
Problem
The chunk_overlap option has two different meanings depending on the chunker, with no user-visible signal:
- chunking/fixed_size.py: interpreted as a character count.
- chunking/sentence.py:104: ...
bug
Problem
The text and image pipelines carry near-identical calculate_feature scaffolding that differs only in the per-row
transform.
Examples:
- rag_pipeline/deduplication/base.py vs image_pipeline/deduplication/base.py ...
enhancement
Problem
The docs show the embedding method discriminator with a hyphen, but the real value uses an underscore.
- README.md:92: embedding_method : sentence-transformer
- docs/getting-started.md:97: ...
documentation
High/critical vulnerabilities detected.
# npm audit report
postcss 8.5.10
Severity: moderate
PostCSS has XSS via Unescaped /style in its CSS Stringify Output - https://github.com/advisories/GHSA-qx2v-qp2m-jg93 ...
Describe the bug
Summary
OpenLLM uses asyncio.create_subprocess_shell to launch model servers, constructing the shell command by joining a Python
list into a single string with .join(...). Model version ...
Test coverage fell below threshold or tests failed. See workflow run in Actions.
Port the manual patch extraction to a function that supports adjustable stride/overlap to prevent losing data at the
edges of the 1.2 GB tiles.
enhancement
The crawler workflow failed.
View run
crawler-failure
DRY Violation — Duplicated Logic (Backend)
Problem
Every get*ByType function in the service layer repeats the same populate-validation + pagination pattern:
- server/services/userService.js:92–99 ...
code-improvement

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