LocalAI/pkg
Ettore Di Giacinto fdb45153fe
feat(llama.cpp): Totally decentralized, private, distributed, p2p inference (#2343)
* feat(llama.cpp): Enable decentralized, distributed inference

As https://github.com/mudler/LocalAI/pull/2324 introduced distributed inferencing thanks to
@rgerganov implementation in https://github.com/ggerganov/llama.cpp/pull/6829 in upstream llama.cpp, now
it is possible to distribute the workload to remote llama.cpp gRPC server.

This changeset now uses mudler/edgevpn to establish a secure, distributed network between the nodes using a shared token.
The token is generated automatically when starting the server with the `--p2p` flag, and can be used by starting the workers
with `local-ai worker p2p-llama-cpp-rpc` by passing the token via environment variable (TOKEN) or with args (--token).

As per how mudler/edgevpn works, a network is established between the server and the workers with dht and mdns discovery protocols,
the llama.cpp rpc server is automatically started and exposed to the underlying p2p network so the API server can connect on.

When the HTTP server is started, it will discover the workers in the network and automatically create the port-forwards to the service locally.
Then llama.cpp is configured to use the services.

This feature is behind the "p2p" GO_FLAGS

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* go mod tidy

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* ci: add p2p tag

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* better message

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-20 19:17:59 +02:00
..
assets feat(llama.cpp): add distributed llama.cpp inferencing (#2324) 2024-05-15 01:17:02 +02:00
downloader fix: reduce chmod permissions for created files and directories (#2137) 2024-04-26 00:47:06 +02:00
functions feat(functions): don't use yaml.MapSlice (#2354) 2024-05-20 08:31:06 +02:00
gallery feat(ui): prompt for chat, support vision, enhancements (#2259) 2024-05-08 00:42:34 +02:00
grpc refactor(application): introduce application global state (#2072) 2024-04-29 17:42:37 +00:00
langchain feat(llama.cpp): do not specify backends to autoload and add llama.cpp variants (#2232) 2024-05-04 17:56:12 +02:00
model feat(llama.cpp): add distributed llama.cpp inferencing (#2324) 2024-05-15 01:17:02 +02:00
stablediffusion feat: support upscaled image generation with esrgan (#509) 2023-06-05 17:21:38 +02:00
startup feat: Galleries UI (#2104) 2024-04-23 09:22:58 +02:00
store feat(stores): Vector store backend (#1795) 2024-03-22 21:14:04 +01:00
templates fix: reduce chmod permissions for created files and directories (#2137) 2024-04-26 00:47:06 +02:00
tinydream feat: add tiny dream stable diffusion support (#1283) 2023-12-24 19:27:24 +00:00
utils feat(llama.cpp): Totally decentralized, private, distributed, p2p inference (#2343) 2024-05-20 19:17:59 +02:00
xsync feat(ui): prompt for chat, support vision, enhancements (#2259) 2024-05-08 00:42:34 +02:00
xsysinfo feat(startup): show CPU/GPU information with --debug (#2241) 2024-05-05 09:10:23 +02:00