explicit not None check

requirements.txt

@@ -1 +1,13 @@
+aiohttp==3.10.1
+aiodns~=3.6.0
+pycares~=4.11.0
+anyio~=4.4
+lib~=4.0
+nltk~=3.9
+psutil~=6.0
+pycryptodome~=3.20
+Requests~=2.32
+transformers~=4.52
+utils==1.0.*
+hf_transfer>=0.1.9
 vastai-sdk>=0.3.0

start_server.sh

@@ -46,33 +46,6 @@ JSON
     exit 1
 }
 
-function install_vastai_sdk() {
-    # If SDK_BRANCH is set, install vastai-sdk from the vast-sdk repo at that branch/tag/commit.
-    if [ -n "${SDK_BRANCH:-}" ]; then
-        if [ -n "${SDK_VERSION:-}" ]; then
-            echo "WARNING: Both SDK_BRANCH and SDK_VERSION are set; using SDK_BRANCH=${SDK_BRANCH}"
-        fi
-        echo "Installing vastai-sdk from https://github.com/vast-ai/vast-sdk/ @ ${SDK_BRANCH}"
-        if ! uv pip install --prerelease=allow "vastai-sdk @ git+https://github.com/vast-ai/vast-sdk.git@${SDK_BRANCH}"; then
-            report_error_and_exit "Failed to install vastai-sdk from vast-ai/vast-sdk@${SDK_BRANCH}"
-        fi
-        return 0
-    fi
-
-    if [ -n "${SDK_VERSION:-}" ]; then
-        echo "Installing vastai-sdk version ${SDK_VERSION}"
-        if ! uv pip install --prerelease=allow "vastai-sdk==${SDK_VERSION}"; then
-            report_error_and_exit "Failed to install vastai-sdk==${SDK_VERSION}"
-        fi
-        return 0
-    fi
-
-    echo "Installing default vastai-sdk"
-    if ! uv pip install --prerelease=allow vastai-sdk; then
-        report_error_and_exit "Failed to install vastai-sdk"
-    fi
-}
-
 [ -n "$BACKEND" ] && [ -z "$HF_TOKEN" ] && report_error_and_exit "HF_TOKEN must be set when BACKEND is set!"
 [ -z "$CONTAINER_ID" ] && report_error_and_exit "CONTAINER_ID must be set!"
 [ "$BACKEND" = "comfyui" ] && [ -z "$COMFY_MODEL" ] && report_error_and_exit "For comfyui backends, COMFY_MODEL must be set!"
@@ -90,8 +63,7 @@ echo_var DEBUG_LOG
 echo_var PYWORKER_LOG
 echo_var MODEL_LOG
 
-ROTATE_MODEL_LOG="${ROTATE_MODEL_LOG:-false}"
+if [ -e "$MODEL_LOG" ]; then
-if [ "$ROTATE_MODEL_LOG" = "true" ] && [ -e "$MODEL_LOG" ]; then
     echo "Rotating model log at $MODEL_LOG to $MODEL_LOG.old"
     if ! cat "$MODEL_LOG" >> "$MODEL_LOG.old"; then
         report_error_and_exit "Failed to rotate model log"
@@ -151,8 +123,6 @@ then
         report_error_and_exit "Failed to install Python requirements"
     fi
 
-    install_vastai_sdk
-
     if ! touch ~/.no_auto_tmux; then
         report_error_and_exit "Failed to create ~/.no_auto_tmux"
     fi
@@ -214,80 +184,6 @@ fi
 
 export REPORT_ADDR WORKER_PORT USE_SSL UNSECURED
 
-# ─── SDK Deployment Mode ───────────────────────────────────────────────
-if [ "$IS_DEPLOYMENT" = "true" ]; then
-    echo "=== SDK Deployment Mode ==="
-    echo "DEPLOYMENT_ID: $DEPLOYMENT_ID"
-
-    DEPLOY_DIR="/workspace/deployment"
-    mkdir -p "$DEPLOY_DIR"
-
-    VAST_API_BASE="${VAST_API_BASE:-https://console.vast.ai}"
-
-    # Download deployment code, retrying until the blob is available on S3.
-    # The s3_key exists in the DB as soon as the deployment is created, but the
-    # actual upload may still be in flight from the client side.
-    echo "Downloading deployment code..."
-    RETRY=0
-    while true; do
-        DOWNLOAD_RESPONSE=$(curl -sS \
-            -H "Authorization: Bearer $CONTAINER_API_KEY" \
-            "${VAST_API_BASE}/api/v0/deployment/${DEPLOYMENT_ID}/download_url/")
-        DOWNLOAD_URL=$(python3 -c "
-import sys, json
-try:
-    d = json.load(sys.stdin)
-    print(d.get('download_url') or '')
-except: print('')
-" <<< "$DOWNLOAD_RESPONSE")
-
-        if [ -z "$DOWNLOAD_URL" ] || [ "$DOWNLOAD_URL" = "None" ]; then
-            RETRY=$((RETRY + 1))
-            echo "No download URL yet (attempt $RETRY), retrying in 10s... response: $DOWNLOAD_RESPONSE"
-            sleep 10
-            continue
-        fi
-
-        # Got a URL — try the actual S3 download
-        HTTP_CODE=$(curl -sS -L -o "$DEPLOY_DIR/deployment.tar.gz" -w "%{http_code}" "$DOWNLOAD_URL")
-        if [ "$HTTP_CODE" = "200" ]; then
-            break
-        fi
-
-        RETRY=$((RETRY + 1))
-        echo "S3 download returned HTTP $HTTP_CODE (attempt $RETRY), blob not yet uploaded. Retrying in 10s..."
-        rm -f "$DEPLOY_DIR/deployment.tar.gz"
-        sleep 10
-    done
-
-    cd "$DEPLOY_DIR" && tar xzf deployment.tar.gz
-    echo "Deployment code extracted."
-
-    # Source secrets if present
-    if [ -f "$DEPLOY_DIR/.secrets" ]; then
-        echo "Sourcing secrets..."
-        source "$DEPLOY_DIR/.secrets"
-    fi
-
-    # Run on_start.sh to completion if present
-    if [ -f "$DEPLOY_DIR/on_start.sh" ]; then
-        echo "Running on_start.sh..."
-        chmod +x "$DEPLOY_DIR/on_start.sh"
-        bash "$DEPLOY_DIR/on_start.sh"
-        echo "on_start.sh completed."
-    fi
-
-    # Install SDK (uses the install_vastai_sdk function which supports SDK_BRANCH/SDK_VERSION)
-    install_vastai_sdk
-
-    # Run deployment in serve mode
-    export VAST_DEPLOYMENT_MODE=serve
-    echo "Starting deployment: python3 $DEPLOY_DIR/deployment.py"
-    python3 "$DEPLOY_DIR/deployment.py"
-    exit $?
-fi
-# ─── End SDK Deployment Mode ───────────────────────────────────────────
-
 if ! cd "$SERVER_DIR"; then
     report_error_and_exit "Failed to cd into SERVER_DIR: $SERVER_DIR"
 fi

workers/openai/worker.py

@@ -60,20 +60,20 @@ worker_config = WorkerConfig(
             route="/v1/completions",
             workload_calculator= lambda data: data.get("max_tokens", 0),
             allow_parallel_requests=True,
+            max_queue_time=60.0,
             request_parser=request_parser,
-            max_queue_time=600.0,
             benchmark_config=BenchmarkConfig(
                 generator=completions_benchmark_generator,
-                concurrency=10,
+                concurrency=100,
-                runs=3
+                runs=2
             )
         ),
         HandlerConfig(
             route="/v1/chat/completions",
             workload_calculator= lambda data: data.get("max_tokens", 0),
             allow_parallel_requests=True,
-            request_parser=request_parser,
+            max_queue_time=60.0,
-            max_queue_time=600.0,
+            request_parser=request_parser
         )
     ],
     log_action_config=LogActionConfig(

workers/tgi/worker.py

@@ -52,18 +52,17 @@ worker_config = WorkerConfig(
         HandlerConfig(
             route="/generate",
             allow_parallel_requests=True,
-            max_queue_time=600.0,
+            max_queue_time=60.0,
             benchmark_config=BenchmarkConfig(
                 generator=benchmark_generator,
-                concurrency=10,
+                concurrency=50
-                runs=3
             ),
             workload_calculator= lambda x: x["parameters"]["max_new_tokens"]
         ),
         HandlerConfig(
             route="/generate_stream",
             allow_parallel_requests=True,
-            max_queue_time=600.0,
+            max_queue_time=60.0,
             workload_calculator= lambda x: x["parameters"]["max_new_tokens"]
         )
     ],