TorchTitan과 PyTorch로 대규모 언어 모델 사전 학습을 설정합니다. 여러 GPU에 작업을 나누고 단일·다중 노드 실행과 학습 저장·재개를 지원합니다.
- 단일 노드에서 Llama 3.1 8B 사전 학습
- SLURM으로 다중 노드 학습 실행
- H100용 Float8 학습 설정
130건 · 관련도순
TorchTitan과 PyTorch로 대규모 언어 모델 사전 학습을 설정합니다. 여러 GPU에 작업을 나누고 단일·다중 노드 실행과 학습 저장·재개를 지원합니다.
Configure large language model pretraining with torchtitan across multiple GPUs. Covers ways to split training work, launch jobs on computing clusters, enable Float8 numerical processing, and save or resume training through distributed checkpoints.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
Configure large language model pretraining with torchtitan across multiple GPUs. Covers ways to split training work, launch jobs on computing clusters, enable Float8 numerical processing, and save or resume training through distributed checkpoints.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
Review layouts that need alignment across both rows and columns, and suggest CSS Grid changes. Check rendered behavior at different screen widths and explain sizing, named areas, and grids that adapt to their content.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
Add a real 3D object to a web page using Three.js. Combine geometric depth, materials that respond to light, perspective, and subtle rotation or floating motion for hero sections and product visuals.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
Use this skill when building, debugging, or answering questions about Liveblocks. Liveblocks gives you the building blocks and infrastructure to enable people and AI to work together inside your app, powering realtime collaboration. Liveblocks features include collaboration, rooms, organizations, workspaces, comments, composer, threads, notifications, multiplayer, conflict resolution, realtime presence, avatar stacks, AI collaborators, AI agents, text editors, Tiptap, BlockNote, Lexical, React Flow, Chat SDK. Common components include AiChat, Thread, InboxNotification, Composer, Toolbar (for Lexical Tiptap), FloatingToolbar, FloatingComposer, FloatingThreads, AnchoredThreads. Common hooks include useThreads, useStorage, useMutation, useOthers, useInboxNotifications, useAiChats. Common issues are related to authentication (ID tokens vs access tokens), permissions, room limits, connection errors, user info.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
긴 입력을 다루는 Transformer의 학습과 추론에 Flash Attention을 적용해 속도와 GPU 메모리 사용량을 개선합니다. 설치부터 성능 측정과 출력 비교까지 안내합니다.
사이트 오른쪽 아래에 여닫을 수 있는 문의 창을 단일 HTML로 만듭니다. 안내문, 소셜 링크, 면담 예약을 모으고 응대 중단 시 연락 양식을 표시합니다.
Use p5.js or Canvas to create local animation effects around characters, including rain, snow, floating particles, walk cycles, and squash and stretch. Build motion from code for environmental effects and simple character bodies.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
Build web interfaces with floating cards, spatial depth, and translucent glass effects using GSAP and 3D CSS. Add scroll animations while preserving keyboard navigation and providing static states for users who request reduced motion.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
Optimize transformer attention, the calculation that relates tokens to one another, using Flash Attention. The skill guides PyTorch integration, GPU memory reduction, performance measurement, and output comparisons for training or inference with long sequences.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
Design a calm, dark workspace with frosted glass panels, multiple columns, and floating information cards. Coordinate navigation, framing, spacing, background depth, and subtle motion into a consistent interface that stacks cleanly on smaller screens.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
Design a cohesive dark navy interface with layered blue light, a framed hero area, compact navigation, floating network labels, and clear action buttons. Includes styling examples and guidance for slow animation that keeps text readable.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
Build open-ocean scenes in Three.js with rolling waves, reflections, sun glitter, foam, and boat wakes. A reusable module also provides wave-height queries for floating objects and techniques for keeping distant water stable as the camera moves.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
Turn concepts and relationships into a softly animated radial diagram, with points arranged around a central idea. A frosted card, curved connections, and gentle floating motion suit system explanations and warm product storytelling.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
Use when evaluating Prem Watsa / Fairfax-style value investing: insurance float, contrarian allocation, special situations, and conservative downside-focused capital allocation.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Assemble a 3D-CGI app sizzle — nano-banana CGI plates (blank-glow floating phone + a CGI studio with rim-light + placeholder burst shapes; studio look and phone finish come from the recipe choices) plus PIL compositing of the REAL App Store screenshots onto the bezel + burst-out overlays, driven by Kling 3.0 i2v steady-float per beat with a per-beat Ken-Burns FFmpeg push-in fallback when Kling garbles the UI, then VO/music mix (sidechain duck, loudnorm) + 1.15x speed + anti-AI grain finalize. The on-screen UI, any faces in it, and the wordmark are ALWAYS real assets composited via PIL — never AI-rendered. The paid steps (plates, i2v clips, VO, music) are separate capabilities; this ships the config + PIPELINE + FREE assembly and the recipe orchestrates the spend. Use for the cgi-app-sizzle video format.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Words float up and settle as the line enters view — a lively per-word scroll reveal. One or two lines; keep travel modest. Visible instantly under prefers-reduced-motion.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Expert blueprint for open world games including chunk-based streaming (load/unload regions dynamically), floating origin (prevent precision jitter beyond 5000 units), HLOD (hierarchical LOD for distant meshes), persistent state (track entity changes across unloaded chunks), POI discovery systems (compass, markers), and threaded loading (prevent stutters). Use for RPGs, sandboxes, or exploration games. Trigger keywords: open_world, chunk_streaming, floating_origin, HLOD, persistent_state, POI_discovery, threaded_loading.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Expert blueprint for open world games including chunk-based streaming (load/unload regions dynamically), floating origin (prevent precision jitter beyond 5000 units), HLOD (hierarchical LOD for distant meshes), persistent state (track entity changes across unloaded chunks), POI discovery systems (compass, markers), and threaded loading (prevent stutters). Use for RPGs, sandboxes, or exploration games. Trigger keywords: open_world, chunk_streaming, floating_origin, HLOD, persistent_state, POI_discovery, threaded_loading.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Generates a Python CLI tool for bidirectional conversion between 4-byte floating-point numbers and hexadecimal memory representations, featuring a continuous loop and robust input parsing.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Diagnose, fix, and improve IEEEtran LaTeX manuscripts using routed template, layout, float, equation, algorithm, table, bibliography, and PDF-compliance guidance. Use when fixing IEEE LaTeX compile errors, overfull boxes, float placement, two-column layout, figure sizing, tables, equations, algorithms, BibTeX, citation commands, template compliance, or final submission PDF checks.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
用户在寻找低成本杠杆替代方案,或分析"先收钱后提供服务"的商业模式的财务优势时。 语言信号:"有没有低成本的资金来源"/"预付款模式有什么好处"/"保险公司的商业模式"/"如何用别人的钱投资" 不适用于:不需要融资/杠杆分析的纯经营决策。
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Health insurance planning for Indian families — Section 80D optimization, family floater vs individual, super top-up strategy, parents' coverage, critical illness, corporate cover limitations, and IRDAI portability. Triggers on 'health insurance', '80D', 'mediclaim', 'family floater', 'super top-up', 'health cover', 'parents health insurance', 'medical insurance', or 'health insurance for family'.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.