feat: reduce images size and stop bundling sources
Do not copy sources anymore, and reduce packages of the base images by
not using builder images.
If needed to rebuild, just build the container image from scratch by
following the docs. We will slowly try to migrate all backends to the
gallery to keep the core small.
This PR is a breaking change, it also sets the base folders to /models
and /backends instead of /build/models and /build/backends.
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
* feat: Add backend gallery
This PR add support to manage backends as similar to models. There is
now available a backend gallery which can be used to install and remove
extra backends.
The backend gallery can be configured similarly as a model gallery, and
API calls allows to install and remove new backends in runtime, and as
well during the startup phase of LocalAI.
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add backends docs
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* wip: Backend Dockerfile for python backends
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat: drop extras images, build python backends separately
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fixup on all backends
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* test CI
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Tweaks
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Drop old backends leftovers
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Fixup CI
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Move dockerfile upper
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Fix proto
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Feature dropped for consistency - we prefer model galleries
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add missing packages in the build image
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* exllama is ponly available on cublas
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* pin torch on chatterbox
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Fixups to index
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* CI
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Debug CI
* Install accellerators deps
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add target arch
* Add cuda minor version
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Use self-hosted runners
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* ci: use quay for test images
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fixups for vllm and chatterbox
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Small fixups on CI
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chatterbox is only available for nvidia
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Simplify CI builds
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Adapt test, use qwen3
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore(model gallery): add jina-reranker-v1-tiny-en-gguf
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix(gguf-parser): recover from potential panics that can happen while reading ggufs with gguf-parser
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Use reranker from llama.cpp in AIO images
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Limit concurrent jobs
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
vulkan docker tag is not prefixed with gpu
```
regctl tag ls localai/localai | grep 2.29 | grep vulkan
v2.29.0-vulkan
```
Signed-off-by: Gavin Mogan <github@gavinmogan.com>
* Add note to help run nvidia containers with SELinux
* Use correct CUDA container references as noted in the dockerhub overview
* Clean trailing whitespaces
* Update installation script for improved compatibility and clarity
- Renamed VERSION to LOCALAI_VERSION to avoid conflicts with system variables.
- Enhanced NVIDIA and CUDA repository installation for DNF5 compatibility.
- Adjusted default Fedora version handling for CUDA installation.
- Updated Docker image tag handling to use LOCALAI_VERSION consistently.
- Improved logging messages for repository and LocalAI binary downloads.
- Added a temporary bypass for nvidia-smi installation on Fedora Cloud Edition.
* feat: Add SELinux configuration for NVIDIA GPU support in containers
- Introduced `enable_selinux_container_booleans` function to handle SELinux configuration changes for GPU access.
- Included user confirmation prompt to enable SELinux `container_use_devices` boolean due to security implications.
- Added NVIDIA Container Runtime to Docker runtimes and restarted Docker to ensure proper GPU support.
- Applied SELinux adjustments conditionally for Fedora, RHEL, CentOS, Rocky, and openSUSE distributions.
Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>
* fix: Correct SELinux boolean parsing and add loop break
- Fixed incorrect parsing of `container_use_devices` boolean by changing the awk field from `$2` to `$3` to retrieve the correct value.
- Added a `break` statement after enabling the SELinux boolean to prevent unnecessary loop iterations after user prompt.
Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>
* fix: typo in install.sh
Signed-off-by: Alessandro Pirastru <57262788+Bloodis94@users.noreply.github.com>
---------
Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>
Signed-off-by: Alessandro Pirastru <57262788+Bloodis94@users.noreply.github.com>
* Update installation script for improved compatibility and clarity
- Renamed VERSION to LOCALAI_VERSION to avoid conflicts with system variables.
- Enhanced NVIDIA and CUDA repository installation for DNF5 compatibility.
- Adjusted default Fedora version handling for CUDA installation.
- Updated Docker image tag handling to use LOCALAI_VERSION consistently.
- Improved logging messages for repository and LocalAI binary downloads.
- Added a temporary bypass for nvidia-smi installation on Fedora Cloud Edition.
* Enhance log functions with ANSI color formatting
- Added ANSI escape codes for improved log styling: light blue for info, orange for warnings, and red for errors.
- Updated all log functions (`info`, `warn`, `fatal`) to include bold and colored output.
Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>
* feat: Enhance log functions with ANSI color formatting
- Added ANSI escape codes for improved log styling: light blue for info, orange for warnings, and red for errors.
- Updated all log functions (`info`, `warn`, `fatal`) to include bold and colored output.
Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>
* chore: ⬆️ Update ggml-org/llama.cpp to `ecda2ec4b347031a9b8a89ee2efc664ce63f599c` (#5238)
⬆️ Update ggml-org/llama.cpp
Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
* fix(stablediffusion-ggml): Build with DSD CUDA, HIP and Metal flags (#5236)
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* feat(install): enhance script with choice functions and logs
- Added custom `choice_info`, `choice_warn`, and `choice_fatal` functions for interactive input logging.
- Adjusted Docker volume creation message for better clarity.
- Included NVIDIA driver check log for improved feedback to users.
- Added consistent logging before starting LocalAI Docker containers across configurations.
Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>
* feat(install): add Fedora NVIDIA driver installation option
- Introduced a new function to install NVIDIA kernel drivers on Fedora using akmod packages.
- Added user prompt to choose between installing drivers automatically or exiting for manual setup.
- Integrated the new function into the existing Fedora-specific CUDA toolkit installation workflow.
Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>
* fix(install): correct repository ID for DNF5 configuration
- Update repository ID from 'nome-repo' to 'nvidia-cuda' for DNF5.
- Ensures the correct repository name matches expected configuration.
- Fix prevents potential misconfiguration during installation process.
Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>
* feat(install): enhance NVIDIA driver handling on Fedora
- fixed `install_cuda_driver_yum` function call in `install_fedora_nvidia_kernel_drivers`
- Added `cuda-toolkit` for Fedora installations, as recommended by RPM Fusion.
- Adjusted driver repository commands for compatibility with DNF5.
- Improved URL and version handling for package manager installations.
Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>
* Refactor NVIDIA driver installation process in install.sh
- Removed redundant empty lines for cleaner formatting.
- Standardized URL formatting by removing unnecessary quotes around URLs.
- Reverted logic by removing Fedora-specific exclusions for cuda-toolkit and using `cuda-drivers` universally.
- Refined repository addition for `dnf` by explicitly setting `id` and `name` parameters for clarity and accuracy.
- Fixed minor formatting inconsistencies in parameter passing.
Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>
* feat: Update NVIDIA module installation warning in install script
- Clarified that Akmod installation may inhibit the reboot command.
- Added a cautionary note to the warning to inform users of potential risks.
Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>
* Update NVIDIA driver installation warning message
- Clarify prerequisites by noting the need for rpmfusion free/nonfree repos.
- Improve formatting of the warning box for better readability.
- Inform users that the script will install missing repos if necessary.
Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>
---------
Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>
Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Signed-off-by: Richard Palethorpe <io@richiejp.com>
Co-authored-by: LocalAI [bot] <139863280+localai-bot@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Co-authored-by: Richard Palethorpe <io@richiejp.com>
Update installation script for improved compatibility and clarity
- Renamed VERSION to LOCALAI_VERSION to avoid conflicts with system variables.
- Enhanced NVIDIA and CUDA repository installation for DNF5 compatibility.
- Adjusted default Fedora version handling for CUDA installation.
- Updated Docker image tag handling to use LOCALAI_VERSION consistently.
- Improved logging messages for repository and LocalAI binary downloads.
- Added a temporary bypass for nvidia-smi installation on Fedora Cloud Edition.
The GGML format is now dead, since in the next version of LocalAI we
already bring many breaking compatibility changes, taking the occasion
also to drop ggml support (pre-gguf).
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Since the remote gallery was introduced this is now completely
superseded by it. In order to keep the code clean and remove redudant
parts let's simplify the usage.
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Rename LocalAI-Extra-Usage -> Extra-Usage, add MACHINE_TAG as cli flag option, add docs about extra-usage and machine-tag
Signed-off-by: mintyleaf <mintyleafdev@gmail.com>
* feat(backend): add stablediffusion-ggml
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore(ci): track stablediffusion-ggml
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fixups
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Use default scheduler and sampler if not specified
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fixups
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Move cfg scale out of diffusers block
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Make it working
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix: set free_params_immediately to false to call the model in sequence
https://github.com/leejet/stable-diffusion.cpp/issues/366
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat(backends): Drop bert.cpp
use llama.cpp 3.2 as a drop-in replacement for bert.cpp
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore(tests): make test more robust
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
update link to examples which have moved to their own repository
Signed-off-by: Philipp Seelig <philipp@daxbau.net>
Co-authored-by: Philipp Seelig <philipp@daxbau.net>
Co-authored-by: Dave <dave@gray101.com>
* chore(cli): be consistent between workers and expose ExtraLLamaCPPArgs to both
Fixes: https://github.com/mudler/LocalAI/issues/3427
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* bump grpcio
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Refer to the OpenAI documentation to update the openai-functions documentation
I saw the openai official website, apIn the description: The parameters `function_call` and `functions` have been replaced by `tool_choice` and `tools`.So I submitted this update;But I haven't read the code of localai, so I'm not sure if it also applies to localai.
Signed-off-by: 四少爷 <sex@jermey.cn>
* Update Usage Example
The original usage example was too outdated, and calling with the new version of the openai python package would result in errors. Therefore, the curl example was rewritten (as curl examples are also used elsewhere).
Signed-off-by: 四少爷 <sex@jermey.cn>
* add python example
Signed-off-by: 四少爷 <sex@jermey.cn>
---------
Signed-off-by: 四少爷 <sex@jermey.cn>
* feat(functions): enhance parsing with broken JSON when we parse the raw results
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* breaking: make function name by default
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat(grammar): dynamically generate grammars with mutating keys
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* refactor: simplify condition
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Update docs
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* docs(swagger): finish convering gallery section
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* docs: add section to explain how to install models with local-ai run
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Minor docs adjustments
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat(llama.cpp): add embeddings
Also enable embeddings by default for llama.cpp models
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix(Makefile): prepare llama.cpp sources only once
Otherwise we keep cloning llama.cpp for each of the variants
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* do not set embeddings to false
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* docs: add embeddings to the YAML config reference
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat(install.sh): support federated install
This allows to support federation by exposing:
- FEDERATED: true/false to share the instance
- FEDERATED_SERVER: true/false to start the federated load balancer (it
forwards requests to the federation)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* docs: update installer parameters
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Dave <dave@gray101.com>
This allows LocalAI to be less noisy avoiding to connect outside.
Needed if e.g. there is no plan into using p2p across separate networks.
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Wip p2p enhancements
* get online state
* Pass-by token to show in the dashboard
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Style
* Minor fixups
* parametrize SearchID
* Refactoring
* Allow to expose/bind more services
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add federation
* Display federated mode in the WebUI
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Small fixups
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* make federated nodes visible from the WebUI
* Fix version display
* improve web page
* live page update
* visual enhancements
* enhancements
* visual enhancements
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Added some OpenVINO models
Added Phi-3 trust_remote_code: true
Added Hermes 2 Pro Llama3
Added Multilingual-E5-base embedding model with OpenVINO acceleration (CPU and XPU)
Added all-MiniLM-L6-v2 with OpenVINO acceleration (CPU and XPU)
* Added Remote Code for phi, fixed error on Yamllint
* update openvino.yaml
I need to go to rest: today is not my day...
* Update model-gallery.md with correct gallery file
The readme points to a file that hasn't been updated in months so when there are announcements about new models, user's won't get them pointing to the old file. Point to the updated files instead.
Signed-off-by: QuinnPiers <167640194+QuinnPiers@users.noreply.github.com>
* Update model-gallery.md
second pass with more understanding
Signed-off-by: QuinnPiers <167640194+QuinnPiers@users.noreply.github.com>
* Update model-gallery.md
Signed-off-by: QuinnPiers <167640194+QuinnPiers@users.noreply.github.com>
* Update model-gallery.md
Signed-off-by: QuinnPiers <167640194+QuinnPiers@users.noreply.github.com>
---------
Signed-off-by: QuinnPiers <167640194+QuinnPiers@users.noreply.github.com>
* feat: enable polling configs for systems with broken fsnotify (docker volumes on windows)
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: update logging to make it clear that the config file is being polled
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
---------
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
