mirror of
https://github.com/LostRuins/koboldcpp.git
synced 2026-08-26 06:31:13 +02:00
Aleksander Grygier
8144f3192e
* ui : add browser-style conversation tabs store Track open conversation tabs in order, persisted to localStorage and pruned against the loaded conversation list on init. The chat layout syncs the route's tab on every navigation, so any way of reaching a conversation opens a tab for it. * ui : add temporary new-chat tabs New-chat tabs are unsaved conversations carrying a temporary id used directly as the route (#/chat/<id>). They live in memory and are only persisted to the database - keeping the same id so the route and tab stay stable - when the first message is sent. Deleting one drops it without confirmation, and deleting conversations now closes their tabs. * ui : render conversation tab bar in chat layout Desktop-only tab bar above the chat screen, one tab per open conversation or new-chat tab. The active tab follows the route id; clicking navigates, middle-click or the close button closes (switching to the left neighbor), and a trailing + starts a new chat. Tabs appear only on chat-id routes; the bare #/ new-chat view has none. The bare route stays put unless a prompt/model deep-link routes it to a new-chat tab. * ui : route new-chat entry points through tabs The sidebar New chat item, Cmd+Shift+O, the search page and the arrow-key fallback now open a new-chat tab instead of navigating to the ?new_chat URL, which is removed. New chat is no longer a special route but a tab like any other conversation. * ui : track sidebar expanded state in a shared ui store Move the desktop sidebar expanded/collapsed state out of deviceStore into a dedicated uiStore so the chat tab bar can react to it. Assisted-by: pi * chat : add opt-in conversation tabs setting Add a Display setting that turns browser-style conversation tabs on or off, enabled by default. Assisted-by: pi * chat : add browser-style conversation tabs with a new-chat screen Track open conversations as tabs above the chat, one per open chat, plus a single New chat tab for the bare `#/` route. New chat is just the `#/` screen - no temporary conversations - and its tab is dropped when navigating away. Sending the first message creates a real conversation and opens a tab for it. Assisted-by: pi * chat : turn tab bar into a horizontally scrollable carousel Make the tab bar a horizontally scrollable carousel with edge scroll buttons and active-tab centering, and align its styling with the sidebar. Assisted-by: pi * chat : restyle the scroll-to-bottom button to match tab styling Assisted-by: pi * chat : add close-tab keyboard shortcut Assisted-by: pi * chat : soften tab bar fade and dim inactive tabs Assisted-by: pi * feat: Add stop button to tabs * refactor: Componentize * ui : fix carousel scrollability detection Observe the content wrapper as well as the container, since adding overflowing items does not change the container's own box size. Also expose an onScrollableChange callback. Assisted-by: pi * ui : add unified ScrollCarousel component Single carousel component with top/center variants, gap and scroll options, and hover-revealed chevrons. Rename the HorizontalScrollCarousel accessibility story accordingly. Assisted-by: pi * ui : migrate carousels to ScrollCarousel Switch the settings mobile header, attachments list, thumbnail strip, and MCP resources to the unified component, and drop HorizontalScrollCarousel. Assisted-by: pi * ui : improve chat tabs carousel UX Scroll newly added tabs into view, fade overflowing tabs at the edges, and hide the New chat button while a new-chat tab is open. Assisted-by: pi * refactor: Naming * chat : add keyboard shortcut to jump between conversation tabs Shift+Cmd/Ctrl+Left/Right cycles the open tabs, mirroring the existing Shift+Cmd/Ctrl+Up/Down conversation navigation. Assisted-by: pi * chat : make the whole tab item act as a link The full tab is now a link instead of only the inner label button, while the stop and close buttons stay interactive by swallowing their clicks. Assisted-by: pi * chat : adjust tab bar width and use a shared offset variable Widen the tab bar for the expanded sidebar and rename the tab bar height variable to --chat-tabs-offset with a smaller value so the chat screen min-height accounts for the overlay without overshooting. Assisted-by: pi * chat : account for the tab bar offset in the assistant min-height Subtract the tab bar offset when it is shown so the last assistant message does not overflow the available viewport space. Assisted-by: pi * refactor: Post-review fixes * ui : restore deep links on the chat start page - handle ?model selection, with ?load=true eager router loading - ?q now creates a conversation, sends the prompt, and clears the params - show the not-available-model dialog for unknown models - never block mount on the conversation list Assisted-by: pi * ui : fix tab item link nesting and centralize tab constants - the tab anchor covers the whole item while stop/close stay siblings, so interactive elements are never nested inside the anchor - cmd/ctrl/middle clicks are left to the browser (new window) - extract the tab labels, the active-tab data attribute, and the sidebar-offset max widths into constants Assisted-by: pi * ui : tidy scroll carousel hook and keep mobile header arrows on - drop the dead scrollLeft/scrollRight helpers and the unused onScrollableChange/scrollBy props - init the carousel once instead of inside a derived - restore items-start on the center variant - always show the settings header arrows on touch Assisted-by: pi * ui : keep the new-chat tab across reloads and fall back on close - the new-chat sentinel is no longer pruned on init, so reloading on the bare new-chat route keeps the tab the user is on - closing the active conversation falls back to the new-chat screen when Conversation tabs are off Assisted-by: pi * ui : don't block startup on the conversation list - prune persisted tabs after the list loads in the background instead of awaiting it during init - openNewChat now returns void; its return value was never read Assisted-by: pi * ui: fix routing nits * chore: Update doc comments * refactor: Mark fire-and-forget openNewChat calls as `void` * chat: fix the deep-linked prompt, the tab width and the tab shortcuts The chat start page creates the conversation and hands the prompt over to the chat route, which still sees it in the query string. Sending it on both sides queues the second copy as a pending message, which shows up as a stray user bubble once the answer lands and vanishes on reload since it never reaches the database. The tab bar takes the max width of the collapsed sidebar while it is expanded, and the other way round. The tab list is pruned against a snapshot of the loaded conversations, so a conversation created while that list is still loading loses its tab even though the route just opened it. The active tab then falls out of the list and the cycling shortcut jumps to an edge on every keypress instead of moving one tab over. Tabs synced from the route are kept as they are, only the persisted ones are pruned. The rich chat input claims ctrl or alt with shift and an arrow for its badge-aware word jump, which now belongs to the tab cycling shortcut. Holding shift hands the key combination over, the plain word jump is unchanged. The close-tab shortcut consumes the event before checking whether the setting is on, and the logo background loses its importance flag. --------- Co-authored-by: Pascal <admin@serveurperso.com>
llama.cpp
LLM inference in C/C++
manifesto / ggml / ops / maintainer PRs / compile times / lib llama API / llama-server REST API
Quick start
A few options to get llama.cpp installed on your machine:
- Visit https://llama.app and follow the instructions
- Run with Docker - see our Docker documentation
- Download pre-built binaries from the releases page
- Build from source by cloning this repository - check out our build guide
Once installed:
# Download and run a model directly from Hugging Face
llama cli -hf ggml-org/Qwen3.5-0.8B-GGUF
# Launch OpenAI-compatible API server
llama serve -hf ggml-org/Qwen3.5-0.8B-GGUF
|
|
|
Description
The main goal of llama.cpp is to enable LLM (and VLM) inference with minimal setup and state-of-the-art performance on
a wide range of hardware - locally and in the cloud.
- Plain C/C++ implementation without any dependencies
- Apple silicon is a first-class citizen - optimized via ARM NEON, Accelerate and Metal frameworks
- AVX, AVX2, AVX512 and AMX support for x86 architectures
- RVV, ZVFH, ZFH, ZICBOP and ZIHINTPAUSE support for RISC-V architectures
- 1.5-bit, 2-bit, 3-bit, 4-bit, 5-bit, 6-bit, and 8-bit integer quantization for faster inference and reduced memory use
- Custom CUDA kernels for running LLMs on NVIDIA GPUs (support for AMD GPUs via HIP and Moore Threads GPUs via MUSA)
- Vulkan and SYCL backend support
- CPU+GPU hybrid inference to partially accelerate models larger than the total VRAM capacity
The llama.cpp project is build on top of the ggml library.
Supported backends
| Backend | Target devices |
|---|---|
| BLAS | All |
| BLIS | All |
| CANN | Ascend NPU |
| CUDA | Nvidia GPU |
| HIP | AMD GPU |
| Hexagon [In Progress] | Snapdragon |
| IBM zDNN | IBM Z & LinuxONE |
| MUSA | Moore Threads GPU |
| Metal | Apple Silicon |
| OpenCL | Adreno GPU |
| OpenVINO [In Progress] | Intel CPUs, GPUs, and NPUs |
| RPC | All |
| SYCL | Intel GPU |
| VirtGPU | VirtGPU APIR |
| Vulkan | GPU |
| WebGPU | All |
| ZenDNN | AMD CPU |
Documentation
Tools
Development
- How to build
- Running on Docker
- Build on Android
- Multi-GPU usage
- Performance troubleshooting
- GGML tips & tricks
- XCFramework
- Completions
- Models
- Release process
Contributing
- Contributors can open PRs
- Collaborators will be invited based on contributions
- Maintainers can push to branches in the
llama.cpprepo and merge PRs into themasterbranch - Any help with managing issues, PRs and projects is very appreciated!
- Read the CONTRIBUTING.md for more information
Acknowledgements
- yhirose/cpp-httplib - Single-header HTTP server, used by
llama-server- MIT license - nothings/stb - Single-header image format decoder, used by multimodal subsystem - Public domain
- nlohmann/json - Single-header JSON library, used by various tools/examples - MIT License
- mackron/miniaudio - Single-header audio format decoder, used by multimodal subsystem - Public domain
- sheredom/subprocess.h - Single-header process launching solution for C and C++ - Public domain