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Thank you for releasing this great work .
I am trying to run the training on a GPU with 24 GB of VRAM, but I encounter a CUDA out-of-memory error during training:
CUDA out of memory. Tried to allocate ...
tracking_id: lsp-perfect-20260615-mlip-lsp-versioned-schema-rules
Problem
MLIP needs complete grammar/rule coverage across supported input files and software versions, comparable in rigor to
mature language ...
Preflight Checklist
- [x] I have searched existing requests and this feature hasn t been requested yet
- [x] This is a single feature request (not multiple features)
Problem Statement
More expensive ...
area:core
area:cost
enhancement
synced-from-upstream
Problem
1. AES-CBC without authentication (Critical)
crypto_utils.py uses AES-256-CBC with PKCS7 padding but no HMAC or authenticated encryption. This is vulnerable to:
- Padding oracle attacks
...
tracking_id: lsp-perfect-20260615-mlip-lsp-docs-wiki-provenance
Problem
MLIP needs a repeatable documentation ingestion pipeline before the LSP can claim complete syntax and version-rule
coverage. The ...
Description
The HTML report generated by /insights is light-only: zero prefers-color-scheme handling and a hardcoded light palette.
On a system in dark appearance, opening the report is a full-brightness ...
area:ui
enhancement
synced-from-upstream
Describe the bug
can not find out i0_out testcase
Preflight Checklist
- [x] I have searched existing requests and this feature hasn t been requested yet
- [x] This is a single feature request (not multiple features)
Problem Statement
See https://github.com/anthropics/claude-code/issues/44521 ...
area:agent-sdk
area:api
area:core
enhancement
synced-from-upstream
tracking_id: lsp-perfect-20260615-gromacs-lsp-fixtures-runtime-openqc
Problem
GROMACS needs closed-loop proof that docs-derived rules work in practice. The repo should include valid/invalid/log
fixtures, ...
Feature Description
Add a standalone Hermes plugin for launching and observing a local Unsloth Studio instance.
Motivation
Unsloth Studio is useful for local fine-tuning, exporting adapters/GGUF artifacts, ...

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