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Before touching shared CSS broadly, produce 1-2 mockups (homepage + one content page) showing a decluttered direction — reduced ornamentation, unified card pattern, tighter type system — for Tyler to react ...
enhancement

Label bug, memory-usage, multi-node, lmcache, distributed-caching Describe the bug When deploying a two-node DGX Spark cluster with LMCache and spark-vllm-docker, the memory_used_bytes metric increases ...

1 Ipad - Space should be decreased little bit as per look and feel. img width= 905 height= 506 alt= Image src= https://github.com/user-attachments/assets/6bd94278-8828-43e0-ae30-f62060c0d715 / 2 Ipad ...

Parent: #466(Phase 4 — 追加検証・調査イシュー) 背景 現行は Windows + Docker Desktop (WSL2) + NVIDIA Container Toolkit 経由で vLLM を動かしている。エピックの前提として「コンテナ実行などの前提は無視して検討可」であるため、実行環境そのもののオーバーヘッドと代替構成を一度定量化しておく。 調査項目 1. ...

Parent: #466(Phase 4 — 追加検証) 背景 過去の不具合回避として以下が固定されている: - VLLM_USE_FLASHINFER_SAMPLER=0(src/joryu/vllm/common.py:24、compose、src/joryu/infra/docker/delegate.py:339) - VLLM_ATTENTION_BACKEND=FLASH_ATTN ...

Parent: #466(Phase 4 — 追加検証) 背景 speculative decoding は draft トークンを本モデルの棄却サンプリングで検証するため、**出力分布が厳密に保存される(ロスレス)**高速化。8GB VRAM では draft モデル併載は厳しいが、ngram (prompt lookup) 方式は追加モデル不要で VRAM コストほぼゼロ。 蒸留ワークロードは ...

📝 Description Create a React-integrated Modal component utilizing a smooth Shimmer Pulse interaction transition, designed for Neumorphic Soft interfaces. Ensure the component is structured cleanly inside ...
animation
ECSoC26
enhancement
good first issue
gssoc:approved
GSSoC-26
help wanted
level:intermediate
react

Parent: #466(Phase 3 — トークン上限緩和) 背景 num_ctx=4096 / num_predict=2048 に制限されており、probe 候補(src/joryu/vllm/limits.py:17 PROBE_CANDIDATES)の上限も (4096, 2048) 止まり。Qwen3-8B のネイティブコンテキストは 32K なので、32K までは RoPE スケーリング不要=モデル本来の精度のまま拡張できる。制約は ...

Parent: #466(Phase 2 — 並列化) 背景 curate の LLM-RUBRIC 評価は llama.cpp(joryu-judge, Dockerfile.judge)へ 1 件ずつ問い合わせている。judge プロンプトは互いに独立なので並列化の障害はない。llama-server は --parallel N + continuous batching (-cb) で複数スロット同時処理をサポートする。 ...

📝 Description Create a React-integrated Modal component utilizing a smooth Shimmer Pulse interaction transition, designed for SaaS Showcase interfaces. Ensure the component is structured cleanly inside ...
animation
ECSoC26
enhancement
good first issue
gssoc:approved
GSSoC-26
help wanted
level:intermediate
react
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