Files
LocalAI/core/p2p/node.go
Ettore Di Giacinto a026277ab9 feat(mlx-distributed): add new MLX-distributed backend (#8801)
* feat(mlx-distributed): add new MLX-distributed backend

Add new MLX distributed backend with support for both TCP and RDMA for
model sharding.

This implementation ties in the discovery implementation already in
place, and re-uses the same P2P mechanism for the TCP MLX-distributed
inferencing.

The Auto-parallel implementation is inspired by Exo's
ones (who have been added to acknowledgement for the great work!)

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

* expose a CLI to facilitate backend starting

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

* feat: make manual rank0 configurable via model configs

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

* Add missing features from mlx backend

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

* Apply suggestion from @mudler

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2026-03-09 17:29:32 +01:00

62 lines
1.2 KiB
Go

package p2p
import (
"slices"
"strings"
"sync"
"github.com/mudler/LocalAI/core/schema"
)
const (
defaultServicesID = "services"
LlamaCPPWorkerID = "worker"
MLXWorkerID = "mlx_worker"
)
var mu sync.Mutex
var nodes = map[string]map[string]schema.NodeData{}
func GetAvailableNodes(serviceID string) []schema.NodeData {
if serviceID == "" {
serviceID = defaultServicesID
}
mu.Lock()
defer mu.Unlock()
var availableNodes = []schema.NodeData{}
for _, v := range nodes[serviceID] {
availableNodes = append(availableNodes, v)
}
slices.SortFunc(availableNodes, func(a, b schema.NodeData) int {
return strings.Compare(a.ID, b.ID)
})
return availableNodes
}
func GetNode(serviceID, nodeID string) (schema.NodeData, bool) {
if serviceID == "" {
serviceID = defaultServicesID
}
mu.Lock()
defer mu.Unlock()
if _, ok := nodes[serviceID]; !ok {
return schema.NodeData{}, false
}
nd, exists := nodes[serviceID][nodeID]
return nd, exists
}
func AddNode(serviceID string, node schema.NodeData) {
if serviceID == "" {
serviceID = defaultServicesID
}
mu.Lock()
defer mu.Unlock()
if nodes[serviceID] == nil {
nodes[serviceID] = map[string]schema.NodeData{}
}
nodes[serviceID][node.ID] = node
}