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6 Commits

Author SHA1 Message Date
Lucas Armand 661d4477d6 flag for model log rotate 2026-01-09 14:14:37 -08:00
LucasArmandVast bd3e0032a1 Add SDK version checking (#76) 2025-12-17 21:01:52 -08:00
Lucas Armand e02f4bc943 Lowered concurrency of vLLM and TGI benchmarks 2025-12-17 11:55:33 -08:00
Lucas Armand bcb04b9a32 add missing comma 2025-12-17 11:40:40 -08:00
Lucas Armand 9daf171487 Increase queue limits for vLLM and TGI 2025-12-17 11:38:55 -08:00
LucasArmandVast 29f836eb1a Backwards compatible vLLM payload (#75)
* Support old vLLM payloads
2025-12-15 19:58:02 -08:00
3 changed files with 35 additions and 8 deletions
+19 -1
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@@ -46,6 +46,21 @@ JSON
exit 1 exit 1
} }
function install_vastai_sdk() {
if [ -n "${SDK_VERSION:-}" ]; then
echo "Installing vastai-sdk version ${SDK_VERSION}"
if ! uv pip install "vastai-sdk==${SDK_VERSION}"; then
report_error_and_exit "Failed to install vastai-sdk==${SDK_VERSION}"
fi
else
echo "Installing default vastai-sdk"
if ! uv pip install vastai-sdk; then
report_error_and_exit "Failed to install vastai-sdk"
fi
fi
}
[ -n "$BACKEND" ] && [ -z "$HF_TOKEN" ] && report_error_and_exit "HF_TOKEN must be set when BACKEND is set!" [ -n "$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!" [ -z "$CONTAINER_ID" ] && report_error_and_exit "CONTAINER_ID must be set!"
[ "$BACKEND" = "comfyui" ] && [ -z "$COMFY_MODEL" ] && report_error_and_exit "For comfyui backends, COMFY_MODEL must be set!" [ "$BACKEND" = "comfyui" ] && [ -z "$COMFY_MODEL" ] && report_error_and_exit "For comfyui backends, COMFY_MODEL must be set!"
@@ -63,7 +78,8 @@ echo_var DEBUG_LOG
echo_var PYWORKER_LOG echo_var PYWORKER_LOG
echo_var MODEL_LOG echo_var MODEL_LOG
if [ -e "$MODEL_LOG" ]; then ROTATE_MODEL_LOG="${ROTATE_MODEL_LOG:-false}"
if [ "$ROTATE_MODEL_LOG" = "true" ] && [ -e "$MODEL_LOG" ]; then
echo "Rotating model log at $MODEL_LOG to $MODEL_LOG.old" echo "Rotating model log at $MODEL_LOG to $MODEL_LOG.old"
if ! cat "$MODEL_LOG" >> "$MODEL_LOG.old"; then if ! cat "$MODEL_LOG" >> "$MODEL_LOG.old"; then
report_error_and_exit "Failed to rotate model log" report_error_and_exit "Failed to rotate model log"
@@ -123,6 +139,8 @@ then
report_error_and_exit "Failed to install Python requirements" report_error_and_exit "Failed to install Python requirements"
fi fi
install_vastai_sdk
if ! touch ~/.no_auto_tmux; then if ! touch ~/.no_auto_tmux; then
report_error_and_exit "Failed to create ~/.no_auto_tmux" report_error_and_exit "Failed to create ~/.no_auto_tmux"
fi fi
+12 -4
View File
@@ -28,6 +28,12 @@ MODEL_INFO_LOG_MSGS = [
nltk.download("words") nltk.download("words")
WORD_LIST = nltk.corpus.words.words() WORD_LIST = nltk.corpus.words.words()
def request_parser(request):
data = request
if request.get("input") is not None:
data = request.get("input")
return data
def completions_benchmark_generator() -> dict: def completions_benchmark_generator() -> dict:
prompt = " ".join(random.choices(WORD_LIST, k=int(250))) prompt = " ".join(random.choices(WORD_LIST, k=int(250)))
@@ -54,18 +60,20 @@ worker_config = WorkerConfig(
route="/v1/completions", route="/v1/completions",
workload_calculator= lambda data: data.get("max_tokens", 0), workload_calculator= lambda data: data.get("max_tokens", 0),
allow_parallel_requests=True, allow_parallel_requests=True,
max_queue_time=60.0, request_parser=request_parser,
max_queue_time=600.0,
benchmark_config=BenchmarkConfig( benchmark_config=BenchmarkConfig(
generator=completions_benchmark_generator, generator=completions_benchmark_generator,
concurrency=100, concurrency=10,
runs=2 runs=3
) )
), ),
HandlerConfig( HandlerConfig(
route="/v1/chat/completions", route="/v1/chat/completions",
workload_calculator= lambda data: data.get("max_tokens", 0), workload_calculator= lambda data: data.get("max_tokens", 0),
allow_parallel_requests=True, allow_parallel_requests=True,
max_queue_time=60.0, request_parser=request_parser,
max_queue_time=600.0,
) )
], ],
log_action_config=LogActionConfig( log_action_config=LogActionConfig(
+4 -3
View File
@@ -52,17 +52,18 @@ worker_config = WorkerConfig(
HandlerConfig( HandlerConfig(
route="/generate", route="/generate",
allow_parallel_requests=True, allow_parallel_requests=True,
max_queue_time=60.0, max_queue_time=600.0,
benchmark_config=BenchmarkConfig( benchmark_config=BenchmarkConfig(
generator=benchmark_generator, generator=benchmark_generator,
concurrency=50 concurrency=10,
runs=3
), ),
workload_calculator= lambda x: x["parameters"]["max_new_tokens"] workload_calculator= lambda x: x["parameters"]["max_new_tokens"]
), ),
HandlerConfig( HandlerConfig(
route="/generate_stream", route="/generate_stream",
allow_parallel_requests=True, allow_parallel_requests=True,
max_queue_time=60.0, max_queue_time=600.0,
workload_calculator= lambda x: x["parameters"]["max_new_tokens"] workload_calculator= lambda x: x["parameters"]["max_new_tokens"]
) )
], ],