forked from roger/k3s-cluster
143 lines
3.5 KiB
YAML
143 lines
3.5 KiB
YAML
# LiquidAI LFM2.5-2.6B with speculative decoding served by llama.cpp.
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# The primary and draft GGUFs are downloaded into the shared model PVC before
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# llama-server starts.
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---
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apiVersion: apps/v1
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kind: Deployment
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metadata:
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name: llamacpp-lfm25-26b
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namespace: llamacpp
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labels:
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app: llamacpp
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model: lfm2.5-2.6b
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spec:
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replicas: 1
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strategy:
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type: Recreate
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selector:
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matchLabels:
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app: llamacpp
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model: lfm2.5-2.6b
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template:
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metadata:
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labels:
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app: llamacpp
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model: lfm2.5-2.6b
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spec:
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nodeSelector:
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kubernetes.io/arch: amd64
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hardware: high-memory
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initContainers:
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- name: fetch-models
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image: alpine:3.20
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command: ["/bin/sh", "-c"]
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args:
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- |
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set -eu
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apk add --no-cache curl
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for entry in \
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"https://huggingface.co/LiquidAI/LFM2.5-2.6B-GGUF/resolve/main/LFM2.5-2.6B-Q4_K_M.gguf|LFM2.5-2.6B-Q4_K_M.gguf" \
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"https://huggingface.co/LiquidAI/LFM2.5-2.6B-GGUF/resolve/main/LFM2.5-2.6B-Q4_0.gguf|LFM2.5-2.6B-Q4_0.gguf"; do
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url=${entry%%|*}
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file=${entry##*|}
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if [ -s "/models/$file" ]; then
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echo "$file already present - skipping download."
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continue
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fi
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echo "Downloading $file ..."
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curl -fL --retry 5 --retry-delay 5 -C - \
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-o "/models/$file.partial" "$url"
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mv "/models/$file.partial" "/models/$file"
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echo "Download complete: $(ls -lh "/models/$file")"
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done
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volumeMounts:
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- name: models
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mountPath: /models
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containers:
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- name: llama-server
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image: ghcr.io/ggml-org/llama.cpp:server-vulkan
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imagePullPolicy: IfNotPresent
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args:
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- -m
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- /models/LFM2.5-2.6B-Q4_K_M.gguf
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- --model-draft
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- /models/LFM2.5-2.6B-Q4_0.gguf
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- --spec-default
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- --spec-type
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- draft
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- --ctx-size
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- "121000"
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- --temp
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- "0.1"
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- --cache-type-k
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- q8_0
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- --cache-type-v
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- q8_0
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- --fit
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- "off"
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- --alias
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- lfm2.5-2.6b
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- --host
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- 0.0.0.0
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- --port
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- "8080"
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- --jinja
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ports:
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- name: http
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containerPort: 8080
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resources:
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requests:
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cpu: "500m"
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memory: 2Gi
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limits:
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cpu: "4000m"
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memory: 12Gi
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readinessProbe:
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httpGet:
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path: /health
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port: 8080
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initialDelaySeconds: 30
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periodSeconds: 10
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failureThreshold: 6
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livenessProbe:
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httpGet:
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path: /health
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port: 8080
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initialDelaySeconds: 180
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periodSeconds: 30
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failureThreshold: 5
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securityContext:
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privileged: true
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volumeMounts:
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- name: models
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mountPath: /models
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readOnly: true
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- name: dri
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mountPath: /dev/dri
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volumes:
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- name: models
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persistentVolumeClaim:
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claimName: llamacpp-models
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- name: dri
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hostPath:
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path: /dev/dri
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type: Directory
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---
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apiVersion: v1
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kind: Service
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metadata:
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name: llamacpp-lfm25-26b
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namespace: llamacpp
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labels:
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app: llamacpp
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model: lfm2.5-2.6b
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spec:
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type: ClusterIP
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selector:
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app: llamacpp
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model: lfm2.5-2.6b
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ports:
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- name: http
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port: 80
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targetPort: 8080
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