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worker-config.json
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worker-config.json
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{
"versions": {
"0.6.3": {
"imageName": "runpod/worker-v1-vllm:v1.6.0stable-cuda12.1.0",
"minimumCudaVersion": "12.1",
"categories": [
{
"title": "LLM Settings",
"settings": [
"TOKENIZER", "TOKENIZER_MODE", "SKIP_TOKENIZER_INIT", "TRUST_REMOTE_CODE",
"DOWNLOAD_DIR", "LOAD_FORMAT", "DTYPE", "KV_CACHE_DTYPE", "QUANTIZATION_PARAM_PATH",
"MAX_MODEL_LEN", "GUIDED_DECODING_BACKEND", "DISTRIBUTED_EXECUTOR_BACKEND",
"WORKER_USE_RAY", "RAY_WORKERS_USE_NSIGHT", "PIPELINE_PARALLEL_SIZE",
"TENSOR_PARALLEL_SIZE", "MAX_PARALLEL_LOADING_WORKERS", "ENABLE_PREFIX_CACHING",
"DISABLE_SLIDING_WINDOW", "NUM_LOOKAHEAD_SLOTS",
"SEED", "NUM_GPU_BLOCKS_OVERRIDE", "MAX_NUM_BATCHED_TOKENS", "MAX_NUM_SEQS",
"MAX_LOGPROBS", "DISABLE_LOG_STATS", "QUANTIZATION", "ROPE_SCALING", "ROPE_THETA",
"TOKENIZER_POOL_SIZE", "TOKENIZER_POOL_TYPE", "TOKENIZER_POOL_EXTRA_CONFIG",
"ENABLE_LORA", "MAX_LORAS", "MAX_LORA_RANK", "LORA_EXTRA_VOCAB_SIZE",
"LORA_DTYPE", "LONG_LORA_SCALING_FACTORS", "MAX_CPU_LORAS", "FULLY_SHARDED_LORAS",
"DEVICE", "SCHEDULER_DELAY_FACTOR", "ENABLE_CHUNKED_PREFILL", "SPECULATIVE_MODEL",
"NUM_SPECULATIVE_TOKENS", "SPECULATIVE_DRAFT_TENSOR_PARALLEL_SIZE",
"SPECULATIVE_MAX_MODEL_LEN", "SPECULATIVE_DISABLE_BY_BATCH_SIZE",
"NGRAM_PROMPT_LOOKUP_MAX", "NGRAM_PROMPT_LOOKUP_MIN", "SPEC_DECODING_ACCEPTANCE_METHOD",
"TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_THRESHOLD", "TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_ALPHA",
"MODEL_LOADER_EXTRA_CONFIG", "PREEMPTION_MODE", "PREEMPTION_CHECK_PERIOD",
"PREEMPTION_CPU_CAPACITY", "MAX_LOG_LEN", "DISABLE_LOGGING_REQUEST"
]
},
{
"title": "Tokenizer Settings",
"settings": [
"TOKENIZER_NAME", "TOKENIZER_REVISION", "CUSTOM_CHAT_TEMPLATE"
]
},
{
"title": "System Settings",
"settings": [
"GPU_MEMORY_UTILIZATION", "MAX_PARALLEL_LOADING_WORKERS", "BLOCK_SIZE",
"SWAP_SPACE", "ENFORCE_EAGER", "MAX_SEQ_LEN_TO_CAPTURE", "DISABLE_CUSTOM_ALL_REDUCE"
]
},
{
"title": "Streaming Settings",
"settings": [
"DEFAULT_BATCH_SIZE", "DEFAULT_MIN_BATCH_SIZE", "DEFAULT_BATCH_SIZE_GROWTH_FACTOR"
]
},
{
"title": "OpenAI Settings",
"settings": [
"RAW_OPENAI_OUTPUT", "OPENAI_RESPONSE_ROLE", "OPENAI_SERVED_MODEL_NAME_OVERRIDE"
]
},
{
"title": "Serverless Settings",
"settings": [
"MAX_CONCURRENCY", "DISABLE_LOG_STATS", "DISABLE_LOG_REQUESTS"
]
}
]
},
"0.6.2": {
"imageName": "runpod/worker-v1-vllm:v1.5.0stable-cuda12.1.0",
"minimumCudaVersion": "12.1",
"categories": [
{
"title": "LLM Settings",
"settings": [
"TOKENIZER", "TOKENIZER_MODE", "SKIP_TOKENIZER_INIT", "TRUST_REMOTE_CODE",
"DOWNLOAD_DIR", "LOAD_FORMAT", "DTYPE", "KV_CACHE_DTYPE", "QUANTIZATION_PARAM_PATH",
"MAX_MODEL_LEN", "GUIDED_DECODING_BACKEND", "DISTRIBUTED_EXECUTOR_BACKEND",
"WORKER_USE_RAY", "RAY_WORKERS_USE_NSIGHT", "PIPELINE_PARALLEL_SIZE",
"TENSOR_PARALLEL_SIZE", "MAX_PARALLEL_LOADING_WORKERS", "ENABLE_PREFIX_CACHING",
"DISABLE_SLIDING_WINDOW", "USE_V2_BLOCK_MANAGER", "NUM_LOOKAHEAD_SLOTS",
"SEED", "NUM_GPU_BLOCKS_OVERRIDE", "MAX_NUM_BATCHED_TOKENS", "MAX_NUM_SEQS",
"MAX_LOGPROBS", "DISABLE_LOG_STATS", "QUANTIZATION", "ROPE_SCALING", "ROPE_THETA",
"TOKENIZER_POOL_SIZE", "TOKENIZER_POOL_TYPE", "TOKENIZER_POOL_EXTRA_CONFIG",
"ENABLE_LORA", "MAX_LORAS", "MAX_LORA_RANK", "LORA_EXTRA_VOCAB_SIZE",
"LORA_DTYPE", "LONG_LORA_SCALING_FACTORS", "MAX_CPU_LORAS", "FULLY_SHARDED_LORAS",
"DEVICE", "SCHEDULER_DELAY_FACTOR", "ENABLE_CHUNKED_PREFILL", "SPECULATIVE_MODEL",
"NUM_SPECULATIVE_TOKENS", "SPECULATIVE_DRAFT_TENSOR_PARALLEL_SIZE",
"SPECULATIVE_MAX_MODEL_LEN", "SPECULATIVE_DISABLE_BY_BATCH_SIZE",
"NGRAM_PROMPT_LOOKUP_MAX", "NGRAM_PROMPT_LOOKUP_MIN", "SPEC_DECODING_ACCEPTANCE_METHOD",
"TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_THRESHOLD", "TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_ALPHA",
"MODEL_LOADER_EXTRA_CONFIG", "PREEMPTION_MODE", "PREEMPTION_CHECK_PERIOD",
"PREEMPTION_CPU_CAPACITY", "MAX_LOG_LEN", "DISABLE_LOGGING_REQUEST"
]
},
{
"title": "Tokenizer Settings",
"settings": [
"TOKENIZER_NAME", "TOKENIZER_REVISION", "CUSTOM_CHAT_TEMPLATE"
]
},
{
"title": "System Settings",
"settings": [
"GPU_MEMORY_UTILIZATION", "MAX_PARALLEL_LOADING_WORKERS", "BLOCK_SIZE",
"SWAP_SPACE", "ENFORCE_EAGER", "MAX_SEQ_LEN_TO_CAPTURE", "DISABLE_CUSTOM_ALL_REDUCE"
]
},
{
"title": "Streaming Settings",
"settings": [
"DEFAULT_BATCH_SIZE", "DEFAULT_MIN_BATCH_SIZE", "DEFAULT_BATCH_SIZE_GROWTH_FACTOR"
]
},
{
"title": "OpenAI Settings",
"settings": [
"RAW_OPENAI_OUTPUT", "OPENAI_RESPONSE_ROLE", "OPENAI_SERVED_MODEL_NAME_OVERRIDE"
]
},
{
"title": "Serverless Settings",
"settings": [
"MAX_CONCURRENCY", "DISABLE_LOG_STATS", "DISABLE_LOG_REQUESTS"
]
}
]
},
"0.6.1": {
"imageName": "runpod/worker-v1-vllm:v1.4.0stable-cuda12.1.0",
"minimumCudaVersion": "12.1",
"categories": [
{
"title": "LLM Settings",
"settings": [
"TOKENIZER", "TOKENIZER_MODE", "SKIP_TOKENIZER_INIT", "TRUST_REMOTE_CODE",
"DOWNLOAD_DIR", "LOAD_FORMAT", "DTYPE", "KV_CACHE_DTYPE", "QUANTIZATION_PARAM_PATH",
"MAX_MODEL_LEN", "GUIDED_DECODING_BACKEND", "DISTRIBUTED_EXECUTOR_BACKEND",
"WORKER_USE_RAY", "RAY_WORKERS_USE_NSIGHT", "PIPELINE_PARALLEL_SIZE",
"TENSOR_PARALLEL_SIZE", "MAX_PARALLEL_LOADING_WORKERS", "ENABLE_PREFIX_CACHING",
"DISABLE_SLIDING_WINDOW", "USE_V2_BLOCK_MANAGER", "NUM_LOOKAHEAD_SLOTS",
"SEED", "NUM_GPU_BLOCKS_OVERRIDE", "MAX_NUM_BATCHED_TOKENS", "MAX_NUM_SEQS",
"MAX_LOGPROBS", "DISABLE_LOG_STATS", "QUANTIZATION", "ROPE_SCALING", "ROPE_THETA",
"TOKENIZER_POOL_SIZE", "TOKENIZER_POOL_TYPE", "TOKENIZER_POOL_EXTRA_CONFIG",
"ENABLE_LORA", "MAX_LORAS", "MAX_LORA_RANK", "LORA_EXTRA_VOCAB_SIZE",
"LORA_DTYPE", "LONG_LORA_SCALING_FACTORS", "MAX_CPU_LORAS", "FULLY_SHARDED_LORAS",
"DEVICE", "SCHEDULER_DELAY_FACTOR", "ENABLE_CHUNKED_PREFILL", "SPECULATIVE_MODEL",
"NUM_SPECULATIVE_TOKENS", "SPECULATIVE_DRAFT_TENSOR_PARALLEL_SIZE",
"SPECULATIVE_MAX_MODEL_LEN", "SPECULATIVE_DISABLE_BY_BATCH_SIZE",
"NGRAM_PROMPT_LOOKUP_MAX", "NGRAM_PROMPT_LOOKUP_MIN", "SPEC_DECODING_ACCEPTANCE_METHOD",
"TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_THRESHOLD", "TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_ALPHA",
"MODEL_LOADER_EXTRA_CONFIG", "PREEMPTION_MODE", "PREEMPTION_CHECK_PERIOD",
"PREEMPTION_CPU_CAPACITY", "MAX_LOG_LEN", "DISABLE_LOGGING_REQUEST"
]
},
{
"title": "Tokenizer Settings",
"settings": [
"TOKENIZER_NAME", "TOKENIZER_REVISION", "CUSTOM_CHAT_TEMPLATE"
]
},
{
"title": "System Settings",
"settings": [
"GPU_MEMORY_UTILIZATION", "MAX_PARALLEL_LOADING_WORKERS", "BLOCK_SIZE",
"SWAP_SPACE", "ENFORCE_EAGER", "MAX_SEQ_LEN_TO_CAPTURE", "DISABLE_CUSTOM_ALL_REDUCE"
]
},
{
"title": "Streaming Settings",
"settings": [
"DEFAULT_BATCH_SIZE", "DEFAULT_MIN_BATCH_SIZE", "DEFAULT_BATCH_SIZE_GROWTH_FACTOR"
]
},
{
"title": "OpenAI Settings",
"settings": [
"RAW_OPENAI_OUTPUT", "OPENAI_RESPONSE_ROLE", "OPENAI_SERVED_MODEL_NAME_OVERRIDE"
]
},
{
"title": "Serverless Settings",
"settings": [
"MAX_CONCURRENCY", "DISABLE_LOG_STATS", "DISABLE_LOG_REQUESTS"
]
}
]
},
"0.5.5": {
"imageName": "runpod/worker-v1-vllm:v1.3.1stable-cuda12.1.0",
"minimumCudaVersion": "12.1",
"categories": [
{
"title": "LLM Settings",
"settings": [
"TOKENIZER", "TOKENIZER_MODE", "SKIP_TOKENIZER_INIT", "TRUST_REMOTE_CODE",
"DOWNLOAD_DIR", "LOAD_FORMAT", "DTYPE", "KV_CACHE_DTYPE", "QUANTIZATION_PARAM_PATH",
"MAX_MODEL_LEN", "GUIDED_DECODING_BACKEND", "DISTRIBUTED_EXECUTOR_BACKEND",
"WORKER_USE_RAY", "RAY_WORKERS_USE_NSIGHT", "PIPELINE_PARALLEL_SIZE",
"TENSOR_PARALLEL_SIZE", "MAX_PARALLEL_LOADING_WORKERS", "ENABLE_PREFIX_CACHING",
"DISABLE_SLIDING_WINDOW", "USE_V2_BLOCK_MANAGER", "NUM_LOOKAHEAD_SLOTS",
"SEED", "NUM_GPU_BLOCKS_OVERRIDE", "MAX_NUM_BATCHED_TOKENS", "MAX_NUM_SEQS",
"MAX_LOGPROBS", "DISABLE_LOG_STATS", "QUANTIZATION", "ROPE_SCALING", "ROPE_THETA",
"TOKENIZER_POOL_SIZE", "TOKENIZER_POOL_TYPE", "TOKENIZER_POOL_EXTRA_CONFIG",
"ENABLE_LORA", "MAX_LORAS", "MAX_LORA_RANK", "LORA_EXTRA_VOCAB_SIZE",
"LORA_DTYPE", "LONG_LORA_SCALING_FACTORS", "MAX_CPU_LORAS", "FULLY_SHARDED_LORAS",
"DEVICE", "SCHEDULER_DELAY_FACTOR", "ENABLE_CHUNKED_PREFILL", "SPECULATIVE_MODEL",
"NUM_SPECULATIVE_TOKENS", "SPECULATIVE_DRAFT_TENSOR_PARALLEL_SIZE",
"SPECULATIVE_MAX_MODEL_LEN", "SPECULATIVE_DISABLE_BY_BATCH_SIZE",
"NGRAM_PROMPT_LOOKUP_MAX", "NGRAM_PROMPT_LOOKUP_MIN", "SPEC_DECODING_ACCEPTANCE_METHOD",
"TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_THRESHOLD", "TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_ALPHA",
"MODEL_LOADER_EXTRA_CONFIG", "PREEMPTION_MODE", "PREEMPTION_CHECK_PERIOD",
"PREEMPTION_CPU_CAPACITY", "MAX_LOG_LEN", "DISABLE_LOGGING_REQUEST"
]
},
{
"title": "Tokenizer Settings",
"settings": [
"TOKENIZER_NAME", "TOKENIZER_REVISION", "CUSTOM_CHAT_TEMPLATE"
]
},
{
"title": "System Settings",
"settings": [
"GPU_MEMORY_UTILIZATION", "MAX_PARALLEL_LOADING_WORKERS", "BLOCK_SIZE",
"SWAP_SPACE", "ENFORCE_EAGER", "MAX_SEQ_LEN_TO_CAPTURE", "DISABLE_CUSTOM_ALL_REDUCE"
]
},
{
"title": "Streaming Settings",
"settings": [
"DEFAULT_BATCH_SIZE", "DEFAULT_MIN_BATCH_SIZE", "DEFAULT_BATCH_SIZE_GROWTH_FACTOR"
]
},
{
"title": "OpenAI Settings",
"settings": [
"RAW_OPENAI_OUTPUT", "OPENAI_RESPONSE_ROLE", "OPENAI_SERVED_MODEL_NAME_OVERRIDE"
]
},
{
"title": "Serverless Settings",
"settings": [
"MAX_CONCURRENCY", "DISABLE_LOG_STATS", "DISABLE_LOG_REQUESTS"
]
}
]
},
"0.5.4": {
"imageName": "runpod/worker-v1-vllm:v1.2.0stable-cuda12.1.0",
"minimumCudaVersion": "12.1",
"categories": [
{
"title": "LLM Settings",
"settings": [
"TOKENIZER", "TOKENIZER_MODE", "SKIP_TOKENIZER_INIT", "TRUST_REMOTE_CODE",
"DOWNLOAD_DIR", "LOAD_FORMAT", "DTYPE", "KV_CACHE_DTYPE", "QUANTIZATION_PARAM_PATH",
"MAX_MODEL_LEN", "GUIDED_DECODING_BACKEND", "DISTRIBUTED_EXECUTOR_BACKEND",
"WORKER_USE_RAY", "RAY_WORKERS_USE_NSIGHT", "PIPELINE_PARALLEL_SIZE",
"TENSOR_PARALLEL_SIZE", "MAX_PARALLEL_LOADING_WORKERS", "ENABLE_PREFIX_CACHING",
"DISABLE_SLIDING_WINDOW", "USE_V2_BLOCK_MANAGER", "NUM_LOOKAHEAD_SLOTS",
"SEED", "NUM_GPU_BLOCKS_OVERRIDE", "MAX_NUM_BATCHED_TOKENS", "MAX_NUM_SEQS",
"MAX_LOGPROBS", "DISABLE_LOG_STATS", "QUANTIZATION", "ROPE_SCALING", "ROPE_THETA",
"TOKENIZER_POOL_SIZE", "TOKENIZER_POOL_TYPE", "TOKENIZER_POOL_EXTRA_CONFIG",
"ENABLE_LORA", "MAX_LORAS", "MAX_LORA_RANK", "LORA_EXTRA_VOCAB_SIZE",
"LORA_DTYPE", "LONG_LORA_SCALING_FACTORS", "MAX_CPU_LORAS", "FULLY_SHARDED_LORAS",
"DEVICE", "SCHEDULER_DELAY_FACTOR", "ENABLE_CHUNKED_PREFILL", "SPECULATIVE_MODEL",
"NUM_SPECULATIVE_TOKENS", "SPECULATIVE_DRAFT_TENSOR_PARALLEL_SIZE",
"SPECULATIVE_MAX_MODEL_LEN", "SPECULATIVE_DISABLE_BY_BATCH_SIZE",
"NGRAM_PROMPT_LOOKUP_MAX", "NGRAM_PROMPT_LOOKUP_MIN", "SPEC_DECODING_ACCEPTANCE_METHOD",
"TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_THRESHOLD", "TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_ALPHA",
"MODEL_LOADER_EXTRA_CONFIG", "PREEMPTION_MODE", "PREEMPTION_CHECK_PERIOD",
"PREEMPTION_CPU_CAPACITY", "MAX_LOG_LEN", "DISABLE_LOGGING_REQUEST"
]
},
{
"title": "Tokenizer Settings",
"settings": [
"TOKENIZER_NAME", "TOKENIZER_REVISION", "CUSTOM_CHAT_TEMPLATE"
]
},
{
"title": "System Settings",
"settings": [
"GPU_MEMORY_UTILIZATION", "MAX_PARALLEL_LOADING_WORKERS", "BLOCK_SIZE",
"SWAP_SPACE", "ENFORCE_EAGER", "MAX_SEQ_LEN_TO_CAPTURE", "DISABLE_CUSTOM_ALL_REDUCE"
]
},
{
"title": "Streaming Settings",
"settings": [
"DEFAULT_BATCH_SIZE", "DEFAULT_MIN_BATCH_SIZE", "DEFAULT_BATCH_SIZE_GROWTH_FACTOR"
]
},
{
"title": "OpenAI Settings",
"settings": [
"RAW_OPENAI_OUTPUT", "OPENAI_RESPONSE_ROLE", "OPENAI_SERVED_MODEL_NAME_OVERRIDE"
]
},
{
"title": "Serverless Settings",
"settings": [
"MAX_CONCURRENCY", "DISABLE_LOG_STATS", "DISABLE_LOG_REQUESTS"
]
}
]
}
},
"schema": {
"TOKENIZER": {
"env_var_name": "TOKENIZER",
"value": "",
"title": "Tokenizer",
"description": "Name or path of the Hugging Face tokenizer to use.",
"required": false,
"type": "text"
},
"TOKENIZER_MODE": {
"env_var_name": "TOKENIZER_MODE",
"value": "auto",
"title": "Tokenizer Mode",
"description": "The tokenizer mode.",
"required": false,
"type": "select",
"options": [
{ "value": "auto", "label": "auto" },
{ "value": "slow", "label": "slow" }
]
},
"SKIP_TOKENIZER_INIT": {
"env_var_name": "SKIP_TOKENIZER_INIT",
"value": false,
"title": "Skip Tokenizer Init",
"description": "Skip initialization of tokenizer and detokenizer.",
"required": false,
"type": "toggle"
},
"TRUST_REMOTE_CODE": {
"env_var_name": "TRUST_REMOTE_CODE",
"value": false,
"title": "Trust Remote Code",
"description": "Trust remote code from Hugging Face.",
"required": false,
"type": "toggle"
},
"DOWNLOAD_DIR": {
"env_var_name": "DOWNLOAD_DIR",
"value": "",
"title": "Download Directory",
"description": "Directory to download and load the weights.",
"required": false,
"type": "text"
},
"LOAD_FORMAT": {
"env_var_name": "LOAD_FORMAT",
"value": "auto",
"title": "Load Format",
"description": "The format of the model weights to load.",
"required": false,
"type": "select",
"options": [
{ "value": "auto", "label": "auto" },
{ "value": "pt", "label": "pt" },
{ "value": "safetensors", "label": "safetensors" },
{ "value": "npcache", "label": "npcache" },
{ "value": "dummy", "label": "dummy" },
{ "value": "tensorizer", "label": "tensorizer" },
{ "value": "bitsandbytes", "label": "bitsandbytes" }
]
},
"DTYPE": {
"env_var_name": "DTYPE",
"value": "auto",
"title": "Data Type",
"description": "Data type for model weights and activations.",
"required": false,
"type": "select",
"options": [
{ "value": "auto", "label": "auto" },
{ "value": "half", "label": "half" },
{ "value": "float16", "label": "float16" },
{ "value": "bfloat16", "label": "bfloat16" },
{ "value": "float", "label": "float" },
{ "value": "float32", "label": "float32" }
]
},
"KV_CACHE_DTYPE": {
"env_var_name": "KV_CACHE_DTYPE",
"value": "auto",
"title": "KV Cache Data Type",
"description": "Data type for KV cache storage.",
"required": false,
"type": "select",
"options": [
{ "value": "auto", "label": "auto" },
{ "value": "fp8", "label": "fp8" }
]
},
"QUANTIZATION_PARAM_PATH": {
"env_var_name": "QUANTIZATION_PARAM_PATH",
"value": "",
"title": "Quantization Param Path",
"description": "Path to the JSON file containing the KV cache scaling factors.",
"required": false,
"type": "text"
},
"MAX_MODEL_LEN": {
"env_var_name": "MAX_MODEL_LEN",
"value": "",
"title": "Max Model Length",
"description": "Model context length.",
"required": false,
"type": "number"
},
"GUIDED_DECODING_BACKEND": {
"env_var_name": "GUIDED_DECODING_BACKEND",
"value": "outlines",
"title": "Guided Decoding Backend",
"description": "Which engine will be used for guided decoding by default.",
"required": false,
"type": "select",
"options": [
{ "value": "outlines", "label": "outlines" },
{ "value": "lm-format-enforcer", "label": "lm-format-enforcer" }
]
},
"DISTRIBUTED_EXECUTOR_BACKEND": {
"env_var_name": "DISTRIBUTED_EXECUTOR_BACKEND",
"value": "",
"title": "Distributed Executor Backend",
"description": "Backend to use for distributed serving.",
"required": false,
"type": "select",
"options": [
{ "value": "ray", "label": "ray" },
{ "value": "mp", "label": "mp" }
]
},
"WORKER_USE_RAY": {
"env_var_name": "WORKER_USE_RAY",
"value": false,
"title": "Worker Use Ray",
"description": "Deprecated, use --distributed-executor-backend=ray.",
"required": false,
"type": "toggle"
},
"RAY_WORKERS_USE_NSIGHT": {
"env_var_name": "RAY_WORKERS_USE_NSIGHT",
"value": false,
"title": "Ray Workers Use Nsight",
"description": "If specified, use nsight to profile Ray workers.",
"required": false,
"type": "toggle"
},
"PIPELINE_PARALLEL_SIZE": {
"env_var_name": "PIPELINE_PARALLEL_SIZE",
"value": 1,
"title": "Pipeline Parallel Size",
"description": "Number of pipeline stages.",
"required": false,
"type": "number"
},
"TENSOR_PARALLEL_SIZE": {
"env_var_name": "TENSOR_PARALLEL_SIZE",
"value": 1,
"title": "Tensor Parallel Size",
"description": "Number of tensor parallel replicas.",
"required": false,
"type": "number"
},
"MAX_PARALLEL_LOADING_WORKERS": {
"env_var_name": "MAX_PARALLEL_LOADING_WORKERS",
"value": "",
"title": "Max Parallel Loading Workers",
"description": "Load model sequentially in multiple batches.",
"required": false,
"type": "number"
},
"ENABLE_PREFIX_CACHING": {
"env_var_name": "ENABLE_PREFIX_CACHING",
"value": false,
"title": "Enable Prefix Caching",
"description": "Enables automatic prefix caching.",
"required": false,
"type": "toggle"
},
"DISABLE_SLIDING_WINDOW": {
"env_var_name": "DISABLE_SLIDING_WINDOW",
"value": false,
"title": "Disable Sliding Window",
"description": "Disables sliding window, capping to sliding window size.",
"required": false,
"type": "toggle"
},
"USE_V2_BLOCK_MANAGER": {
"env_var_name": "USE_V2_BLOCK_MANAGER",
"value": false,
"title": "Use V2 Block Manager",
"description": "Use BlockSpaceMangerV2.",
"required": false,
"type": "toggle"
},
"NUM_LOOKAHEAD_SLOTS": {
"env_var_name": "NUM_LOOKAHEAD_SLOTS",
"value": 0,
"title": "Num Lookahead Slots",
"description": "Experimental scheduling config necessary for speculative decoding.",
"required": false,
"type": "number"
},
"SEED": {
"env_var_name": "SEED",
"value": 0,
"title": "Seed",
"description": "Random seed for operations.",
"required": false,
"type": "number"
},
"NUM_GPU_BLOCKS_OVERRIDE": {
"env_var_name": "NUM_GPU_BLOCKS_OVERRIDE",
"value": "",
"title": "Num GPU Blocks Override",
"description": "If specified, ignore GPU profiling result and use this number of GPU blocks.",
"required": false,
"type": "number"
},
"MAX_NUM_BATCHED_TOKENS": {
"env_var_name": "MAX_NUM_BATCHED_TOKENS",
"value": "",
"title": "Max Num Batched Tokens",
"description": "Maximum number of batched tokens per iteration.",
"required": false,
"type": "number"
},
"MAX_NUM_SEQS": {
"env_var_name": "MAX_NUM_SEQS",
"value": 256,
"title": "Max Num Seqs",
"description": "Maximum number of sequences per iteration.",
"required": false,
"type": "number"
},
"MAX_LOGPROBS": {
"env_var_name": "MAX_LOGPROBS",
"value": 20,
"title": "Max Logprobs",
"description": "Max number of log probs to return when logprobs is specified in SamplingParams.",
"required": false,
"type": "number"
},
"DISABLE_LOG_STATS": {
"env_var_name": "DISABLE_LOG_STATS",
"value": false,
"title": "Disable Log Stats",
"description": "Disable logging statistics.",
"required": false,
"type": "toggle"
},
"QUANTIZATION": {
"env_var_name": "QUANTIZATION",
"value": "",
"title": "Quantization",
"description": "Method used to quantize the weights.",
"required": false,
"type": "select",
"options": [
{ "value": "None", "label": "None" },
{ "value": "awq", "label": "AWQ" },
{ "value": "squeezellm", "label": "SqueezeLLM" },
{ "value": "gptq", "label": "GPTQ" }
]
},
"ROPE_SCALING": {
"env_var_name": "ROPE_SCALING",
"value": "",
"title": "RoPE Scaling",
"description": "RoPE scaling configuration in JSON format.",
"required": false,
"type": "text"
},
"ROPE_THETA": {
"env_var_name": "ROPE_THETA",
"value": "",
"title": "RoPE Theta",
"description": "RoPE theta. Use with rope_scaling.",
"required": false,
"type": "number"
},
"TOKENIZER_POOL_SIZE": {
"env_var_name": "TOKENIZER_POOL_SIZE",
"value": 0,
"title": "Tokenizer Pool Size",
"description": "Size of tokenizer pool to use for asynchronous tokenization.",
"required": false,
"type": "number"
},
"TOKENIZER_POOL_TYPE": {
"env_var_name": "TOKENIZER_POOL_TYPE",
"value": "ray",
"title": "Tokenizer Pool Type",
"description": "Type of tokenizer pool to use for asynchronous tokenization.",
"required": false,
"type": "text"
},
"TOKENIZER_POOL_EXTRA_CONFIG": {
"env_var_name": "TOKENIZER_POOL_EXTRA_CONFIG",
"value": "",
"title": "Tokenizer Pool Extra Config",
"description": "Extra config for tokenizer pool.",
"required": false,
"type": "text"
},
"ENABLE_LORA": {
"env_var_name": "ENABLE_LORA",
"value": false,
"title": "Enable LoRA",
"description": "If True, enable handling of LoRA adapters.",
"required": false,
"type": "toggle"
},
"MAX_LORAS": {
"env_var_name": "MAX_LORAS",
"value": 1,
"title": "Max LoRAs",
"description": "Max number of LoRAs in a single batch.",
"required": false,
"type": "number"
},
"MAX_LORA_RANK": {
"env_var_name": "MAX_LORA_RANK",
"value": 16,
"title": "Max LoRA Rank",
"description": "Max LoRA rank.",
"required": false,
"type": "number"
},
"LORA_EXTRA_VOCAB_SIZE": {
"env_var_name": "LORA_EXTRA_VOCAB_SIZE",
"value": 256,
"title": "LoRA Extra Vocab Size",
"description": "Maximum size of extra vocabulary for LoRA adapters.",
"required": false,
"type": "number"
},
"LORA_DTYPE": {
"env_var_name": "LORA_DTYPE",
"value": "auto",
"title": "LoRA Data Type",
"description": "Data type for LoRA.",
"required": false,
"type": "select",
"options": [
{ "value": "auto", "label": "auto" },
{ "value": "float16", "label": "float16" },
{ "value": "bfloat16", "label": "bfloat16" },
{ "value": "float32", "label": "float32" }
]
},
"LONG_LORA_SCALING_FACTORS": {
"env_var_name": "LONG_LORA_SCALING_FACTORS",
"value": "",
"title": "Long LoRA Scaling Factors",
"description": "Specify multiple scaling factors for LoRA adapters.",
"required": false,
"type": "text"
},
"MAX_CPU_LORAS": {
"env_var_name": "MAX_CPU_LORAS",
"value": "",
"title": "Max CPU LoRAs",
"description": "Maximum number of LoRAs to store in CPU memory.",
"required": false,
"type": "number"
},
"FULLY_SHARDED_LORAS": {
"env_var_name": "FULLY_SHARDED_LORAS",
"value": false,
"title": "Fully Sharded LoRAs",
"description": "Enable fully sharded LoRA layers.",
"required": false,
"type": "toggle"
},
"DEVICE": {
"env_var_name": "DEVICE",
"value": "auto",
"title": "Device",
"description": "Device type for vLLM execution.",
"required": false,
"type": "select",
"options": [
{ "value": "auto", "label": "auto" },
{ "value": "cuda", "label": "cuda" },
{ "value": "neuron", "label": "neuron" },
{ "value": "cpu", "label": "cpu" },
{ "value": "openvino", "label": "openvino" },
{ "value": "tpu", "label": "tpu" },
{ "value": "xpu", "label": "xpu" }
]
},
"SCHEDULER_DELAY_FACTOR": {
"env_var_name": "SCHEDULER_DELAY_FACTOR",
"value": 0.0,
"title": "Scheduler Delay Factor",
"description": "Apply a delay before scheduling next prompt.",
"required": false,
"type": "number"
},
"ENABLE_CHUNKED_PREFILL": {
"env_var_name": "ENABLE_CHUNKED_PREFILL",
"value": false,
"title": "Enable Chunked Prefill",
"description": "Enable chunked prefill requests.",
"required": false,
"type": "toggle"
},
"SPECULATIVE_MODEL": {
"env_var_name": "SPECULATIVE_MODEL",
"value": "",
"title": "Speculative Model",
"description": "The name of the draft model to be used in speculative decoding.",
"required": false,
"type": "text"
},
"NUM_SPECULATIVE_TOKENS": {
"env_var_name": "NUM_SPECULATIVE_TOKENS",
"value": "",
"title": "Num Speculative Tokens",
"description": "The number of speculative tokens to sample from the draft model.",
"required": false,
"type": "number"
},
"SPECULATIVE_DRAFT_TENSOR_PARALLEL_SIZE": {
"env_var_name": "SPECULATIVE_DRAFT_TENSOR_PARALLEL_SIZE",
"value": "",
"title": "Speculative Draft Tensor Parallel Size",
"description": "Number of tensor parallel replicas for the draft model.",
"required": false,
"type": "number"
},
"SPECULATIVE_MAX_MODEL_LEN": {
"env_var_name": "SPECULATIVE_MAX_MODEL_LEN",
"value": "",
"title": "Speculative Max Model Length",
"description": "The maximum sequence length supported by the draft model.",
"required": false,
"type": "number"
},
"SPECULATIVE_DISABLE_BY_BATCH_SIZE": {
"env_var_name": "SPECULATIVE_DISABLE_BY_BATCH_SIZE",
"value": "",
"title": "Speculative Disable by Batch Size",
"description": "Disable speculative decoding if the number of enqueue requests is larger than this value.",
"required": false,
"type": "number"
},
"NGRAM_PROMPT_LOOKUP_MAX": {
"env_var_name": "NGRAM_PROMPT_LOOKUP_MAX",
"value": "",
"title": "Ngram Prompt Lookup Max",
"description": "Max size of window for ngram prompt lookup in speculative decoding.",
"required": false,
"type": "number"
},
"NGRAM_PROMPT_LOOKUP_MIN": {
"env_var_name": "NGRAM_PROMPT_LOOKUP_MIN",
"value": "",
"title": "Ngram Prompt Lookup Min",
"description": "Min size of window for ngram prompt lookup in speculative decoding.",
"required": false,
"type": "number"
},
"SPEC_DECODING_ACCEPTANCE_METHOD": {
"env_var_name": "SPEC_DECODING_ACCEPTANCE_METHOD",
"value": "rejection_sampler",
"title": "Speculative Decoding Acceptance Method",
"description": "Specify the acceptance method for draft token verification in speculative decoding.",
"required": false,
"type": "select",
"options": [
{ "value": "rejection_sampler", "label": "rejection_sampler" },
{ "value": "typical_acceptance_sampler", "label": "typical_acceptance_sampler" }
]
},
"TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_THRESHOLD": {
"env_var_name": "TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_THRESHOLD",
"value": "",
"title": "Typical Acceptance Sampler Posterior Threshold",
"description": "Set the lower bound threshold for the posterior probability of a token to be accepted.",
"required": false,
"type": "number"
},
"TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_ALPHA": {
"env_var_name": "TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_ALPHA",
"value": "",
"title": "Typical Acceptance Sampler Posterior Alpha",
"description": "A scaling factor for the entropy-based threshold for token acceptance.",
"required": false,
"type": "number"
},
"MODEL_LOADER_EXTRA_CONFIG": {
"env_var_name": "MODEL_LOADER_EXTRA_CONFIG",
"value": "",
"title": "Model Loader Extra Config",
"description": "Extra config for model loader.",
"required": false,
"type": "text"
},
"PREEMPTION_MODE": {
"env_var_name": "PREEMPTION_MODE",
"value": "",
"title": "Preemption Mode",
"description": "If 'recompute', the engine performs preemption-aware recomputation. If 'save', the engine saves activations into the CPU memory as preemption happens.",
"required": false,
"type": "text"
},
"PREEMPTION_CHECK_PERIOD": {
"env_var_name": "PREEMPTION_CHECK_PERIOD",
"value": 1.0,
"title": "Preemption Check Period",
"description": "How frequently the engine checks if a preemption happens.",
"required": false,
"type": "number"
},
"PREEMPTION_CPU_CAPACITY": {
"env_var_name": "PREEMPTION_CPU_CAPACITY",
"value": 2,
"title": "Preemption CPU Capacity",
"description": "The percentage of CPU memory used for the saved activations.",
"required": false,
"type": "number"
},
"MAX_LOG_LEN": {
"env_var_name": "MAX_LOG_LEN",
"value": "",
"title": "Max Log Length",
"description": "Max number of characters or ID numbers being printed in log.",
"required": false,
"type": "number"
},
"DISABLE_LOGGING_REQUEST": {
"env_var_name": "DISABLE_LOGGING_REQUEST",
"value": false,
"title": "Disable Logging Request",
"description": "Disable logging requests.",
"required": false,
"type": "toggle"
},
"TOKENIZER_NAME": {
"env_var_name": "TOKENIZER_NAME",
"value": "",
"title": "Tokenizer Name",
"description": "Tokenizer repo to use a different tokenizer than the model's default",
"required": false,
"type": "text"
},
"TOKENIZER_REVISION": {
"env_var_name": "TOKENIZER_REVISION",
"value": "",
"title": "Tokenizer Revision",
"description": "Tokenizer revision to load",
"required": false,
"type": "text"
},
"CUSTOM_CHAT_TEMPLATE": {
"env_var_name": "CUSTOM_CHAT_TEMPLATE",
"value": "",
"title": "Custom Chat Template",
"description": "Custom chat jinja template",
"required": false,
"type": "text"
},
"GPU_MEMORY_UTILIZATION": {
"env_var_name": "GPU_MEMORY_UTILIZATION",
"value": "0.95",
"title": "GPU Memory Utilization",
"description": "Sets GPU VRAM utilization",
"required": false,
"type": "number"
},
"BLOCK_SIZE": {
"env_var_name": "BLOCK_SIZE",
"value": "16",
"title": "Block Size",
"description": "Token block size for contiguous chunks of tokens",
"required": false,
"type": "number"
},
"SWAP_SPACE": {
"env_var_name": "SWAP_SPACE",
"value": "4",
"title": "Swap Space",
"description": "CPU swap space size (GiB) per GPU",
"required": false,
"type": "number"
},
"ENFORCE_EAGER": {
"env_var_name": "ENFORCE_EAGER",
"value": false,
"title": "Enforce Eager",
"description": "Always use eager-mode PyTorch. If False (0), will use eager mode and CUDA graph in hybrid for maximal performance and flexibility",
"required": false,
"type": "toggle"
},
"MAX_SEQ_LEN_TO_CAPTURE": {
"env_var_name": "MAX_SEQ_LEN_TO_CAPTURE",
"value": "8192",
"title": "CUDA Graph Max Content Length",
"description": "Maximum context length covered by CUDA graphs. If a sequence has context length larger than this, we fall back to eager mode",
"required": false,
"type": "number"
},
"DISABLE_CUSTOM_ALL_REDUCE": {
"env_var_name": "DISABLE_CUSTOM_ALL_REDUCE",
"value": false,
"title": "Disable Custom All Reduce",
"description": "Enables or disables custom all reduce",
"required": false,
"type": "toggle"
},
"DEFAULT_BATCH_SIZE": {
"env_var_name": "DEFAULT_BATCH_SIZE",
"value": "50",
"title": "Default Final Batch Size",
"description": "Default and Maximum batch size for token streaming to reduce HTTP calls",
"required": false,
"type": "number"
},
"DEFAULT_MIN_BATCH_SIZE": {
"env_var_name": "DEFAULT_MIN_BATCH_SIZE",
"value": "1",
"title": "Default Starting Batch Size",
"description": "Batch size for the first request, which will be multiplied by the growth factor every subsequent request",
"required": false,
"type": "number"
},
"DEFAULT_BATCH_SIZE_GROWTH_FACTOR": {
"env_var_name": "DEFAULT_BATCH_SIZE_GROWTH_FACTOR",
"value": "3",
"title": "Default Batch Size Growth Factor",
"description": "Growth factor for dynamic batch size",
"required": false,
"type": "number"
},
"RAW_OPENAI_OUTPUT": {
"env_var_name": "RAW_OPENAI_OUTPUT",
"value": true,
"title": "Raw OpenAI Output",
"description": "Raw OpenAI output instead of just the text",
"required": false,
"type": "toggle"
},
"OPENAI_RESPONSE_ROLE": {
"env_var_name": "OPENAI_RESPONSE_ROLE",
"value": "assistant",
"title": "OpenAI Response Role",
"description": "Role of the LLM's Response in OpenAI Chat Completions",
"required": false,
"type": "text"
},
"OPENAI_SERVED_MODEL_NAME_OVERRIDE": {
"env_var_name": "OPENAI_SERVED_MODEL_NAME_OVERRIDE",
"value": "",
"title": "OpenAI Served Model Name Override",
"description": "Overrides the name of the served model from model repo/path to specified name, which you will then be able to use the value for the `model` parameter when making OpenAI requests",
"required": false,
"type": "text"
},
"MAX_CONCURRENCY": {
"env_var_name": "MAX_CONCURRENCY",
"value": "300",
"title": "Max Concurrency",
"description": "Max concurrent requests per worker. vLLM has an internal queue, so you don't have to worry about limiting by VRAM, this is for improving scaling/load balancing efficiency",
"required": false,
"type": "number"
},
"MODEL_REVISION": {
"env_var_name": "MODEL_REVISION",
"value": "",
"title": "Model Revision",
"description": "Model revision (branch) to load",
"required": false,
"type": "text"
},
"BASE_PATH": {
"env_var_name": "BASE_PATH",
"value": "/runpod-volume",
"title": "Base Path",
"description": "Storage directory for Huggingface cache and model",
"required": false,
"type": "text"
},
"DISABLE_LOG_REQUESTS": {
"env_var_name": "DISABLE_LOG_REQUESTS",
"value": true,
"title": "Disable Log Requests",
"description": "Enables or disables vLLM request logging",
"required": false,
"type": "toggle"
}
}
}