Files
llamactl/pkg/backends/vllm/vllm.go

190 lines
10 KiB
Go

package vllm
import (
"llamactl/pkg/backends"
)
type VllmServerOptions struct {
// Basic connection options (auto-assigned by llamactl)
Host string `json:"host,omitempty"`
Port int `json:"port,omitempty"`
// Model and engine configuration
Model string `json:"model,omitempty"`
Tokenizer string `json:"tokenizer,omitempty"`
SkipTokenizerInit bool `json:"skip_tokenizer_init,omitempty"`
Revision string `json:"revision,omitempty"`
CodeRevision string `json:"code_revision,omitempty"`
TokenizerRevision string `json:"tokenizer_revision,omitempty"`
TokenizerMode string `json:"tokenizer_mode,omitempty"`
TrustRemoteCode bool `json:"trust_remote_code,omitempty"`
DownloadDir string `json:"download_dir,omitempty"`
LoadFormat string `json:"load_format,omitempty"`
ConfigFormat string `json:"config_format,omitempty"`
Dtype string `json:"dtype,omitempty"`
KVCacheDtype string `json:"kv_cache_dtype,omitempty"`
QuantizationParamPath string `json:"quantization_param_path,omitempty"`
Seed int `json:"seed,omitempty"`
MaxModelLen int `json:"max_model_len,omitempty"`
GuidedDecodingBackend string `json:"guided_decoding_backend,omitempty"`
DistributedExecutorBackend string `json:"distributed_executor_backend,omitempty"`
WorkerUseRay bool `json:"worker_use_ray,omitempty"`
RayWorkersUseNSight bool `json:"ray_workers_use_nsight,omitempty"`
// Performance and serving configuration
BlockSize int `json:"block_size,omitempty"`
EnablePrefixCaching bool `json:"enable_prefix_caching,omitempty"`
DisableSlidingWindow bool `json:"disable_sliding_window,omitempty"`
UseV2BlockManager bool `json:"use_v2_block_manager,omitempty"`
NumLookaheadSlots int `json:"num_lookahead_slots,omitempty"`
SwapSpace int `json:"swap_space,omitempty"`
CPUOffloadGB int `json:"cpu_offload_gb,omitempty"`
GPUMemoryUtilization float64 `json:"gpu_memory_utilization,omitempty"`
NumGPUBlocksOverride int `json:"num_gpu_blocks_override,omitempty"`
MaxNumBatchedTokens int `json:"max_num_batched_tokens,omitempty"`
MaxNumSeqs int `json:"max_num_seqs,omitempty"`
MaxLogprobs int `json:"max_logprobs,omitempty"`
DisableLogStats bool `json:"disable_log_stats,omitempty"`
Quantization string `json:"quantization,omitempty"`
RopeScaling string `json:"rope_scaling,omitempty"`
RopeTheta float64 `json:"rope_theta,omitempty"`
EnforceEager bool `json:"enforce_eager,omitempty"`
MaxContextLenToCapture int `json:"max_context_len_to_capture,omitempty"`
MaxSeqLenToCapture int `json:"max_seq_len_to_capture,omitempty"`
DisableCustomAllReduce bool `json:"disable_custom_all_reduce,omitempty"`
TokenizerPoolSize int `json:"tokenizer_pool_size,omitempty"`
TokenizerPoolType string `json:"tokenizer_pool_type,omitempty"`
TokenizerPoolExtraConfig string `json:"tokenizer_pool_extra_config,omitempty"`
EnableLoraBias bool `json:"enable_lora_bias,omitempty"`
LoraExtraVocabSize int `json:"lora_extra_vocab_size,omitempty"`
LoraRank int `json:"lora_rank,omitempty"`
PromptLookbackDistance int `json:"prompt_lookback_distance,omitempty"`
PreemptionMode string `json:"preemption_mode,omitempty"`
// Distributed and parallel processing
TensorParallelSize int `json:"tensor_parallel_size,omitempty"`
PipelineParallelSize int `json:"pipeline_parallel_size,omitempty"`
MaxParallelLoadingWorkers int `json:"max_parallel_loading_workers,omitempty"`
DisableAsyncOutputProc bool `json:"disable_async_output_proc,omitempty"`
WorkerClass string `json:"worker_class,omitempty"`
EnabledLoraModules string `json:"enabled_lora_modules,omitempty"`
MaxLoraRank int `json:"max_lora_rank,omitempty"`
FullyShardedLoras bool `json:"fully_sharded_loras,omitempty"`
LoraModules string `json:"lora_modules,omitempty"`
PromptAdapters string `json:"prompt_adapters,omitempty"`
MaxPromptAdapterToken int `json:"max_prompt_adapter_token,omitempty"`
Device string `json:"device,omitempty"`
SchedulerDelay float64 `json:"scheduler_delay,omitempty"`
EnableChunkedPrefill bool `json:"enable_chunked_prefill,omitempty"`
SpeculativeModel string `json:"speculative_model,omitempty"`
SpeculativeModelQuantization string `json:"speculative_model_quantization,omitempty"`
SpeculativeRevision string `json:"speculative_revision,omitempty"`
SpeculativeMaxModelLen int `json:"speculative_max_model_len,omitempty"`
SpeculativeDisableByBatchSize int `json:"speculative_disable_by_batch_size,omitempty"`
NgptSpeculativeLength int `json:"ngpt_speculative_length,omitempty"`
SpeculativeDisableMqa bool `json:"speculative_disable_mqa,omitempty"`
ModelLoaderExtraConfig string `json:"model_loader_extra_config,omitempty"`
IgnorePatterns string `json:"ignore_patterns,omitempty"`
PreloadedLoraModules string `json:"preloaded_lora_modules,omitempty"`
// OpenAI server specific options
UDS string `json:"uds,omitempty"`
UvicornLogLevel string `json:"uvicorn_log_level,omitempty"`
ResponseRole string `json:"response_role,omitempty"`
SSLKeyfile string `json:"ssl_keyfile,omitempty"`
SSLCertfile string `json:"ssl_certfile,omitempty"`
SSLCACerts string `json:"ssl_ca_certs,omitempty"`
SSLCertReqs int `json:"ssl_cert_reqs,omitempty"`
RootPath string `json:"root_path,omitempty"`
Middleware []string `json:"middleware,omitempty"`
ReturnTokensAsTokenIDS bool `json:"return_tokens_as_token_ids,omitempty"`
DisableFrontendMultiprocessing bool `json:"disable_frontend_multiprocessing,omitempty"`
EnableAutoToolChoice bool `json:"enable_auto_tool_choice,omitempty"`
ToolCallParser string `json:"tool_call_parser,omitempty"`
ToolServer string `json:"tool_server,omitempty"`
ChatTemplate string `json:"chat_template,omitempty"`
ChatTemplateContentFormat string `json:"chat_template_content_format,omitempty"`
AllowCredentials bool `json:"allow_credentials,omitempty"`
AllowedOrigins []string `json:"allowed_origins,omitempty"`
AllowedMethods []string `json:"allowed_methods,omitempty"`
AllowedHeaders []string `json:"allowed_headers,omitempty"`
APIKey []string `json:"api_key,omitempty"`
EnableLogOutputs bool `json:"enable_log_outputs,omitempty"`
EnableTokenUsage bool `json:"enable_token_usage,omitempty"`
EnableAsyncEngineDebug bool `json:"enable_async_engine_debug,omitempty"`
EngineUseRay bool `json:"engine_use_ray,omitempty"`
DisableLogRequests bool `json:"disable_log_requests,omitempty"`
MaxLogLen int `json:"max_log_len,omitempty"`
// Additional engine configuration
Task string `json:"task,omitempty"`
MultiModalConfig string `json:"multi_modal_config,omitempty"`
LimitMmPerPrompt string `json:"limit_mm_per_prompt,omitempty"`
EnableSleepMode bool `json:"enable_sleep_mode,omitempty"`
EnableChunkingRequest bool `json:"enable_chunking_request,omitempty"`
CompilationConfig string `json:"compilation_config,omitempty"`
DisableSlidingWindowMask bool `json:"disable_sliding_window_mask,omitempty"`
EnableTRTLLMEngineLatency bool `json:"enable_trtllm_engine_latency,omitempty"`
OverridePoolingConfig string `json:"override_pooling_config,omitempty"`
OverrideNeuronConfig string `json:"override_neuron_config,omitempty"`
OverrideKVCacheALIGNSize int `json:"override_kv_cache_align_size,omitempty"`
}
// BuildCommandArgs converts VllmServerOptions to command line arguments
// Note: This does NOT include the "serve" subcommand, that's handled at the instance level
// For vLLM, the model parameter is passed as a positional argument, not a --model flag
func (o *VllmServerOptions) BuildCommandArgs() []string {
var args []string
// Add model as positional argument if specified
if o.Model != "" {
args = append(args, o.Model)
}
// Create a copy of the options without the Model field to avoid including it as --model flag
optionsCopy := *o
optionsCopy.Model = "" // Clear model field so it won't be included as a flag
multipleFlags := map[string]bool{
"api-key": true,
"allowed-origins": true,
"allowed-methods": true,
"allowed-headers": true,
"middleware": true,
}
// Build the rest of the arguments as flags
flagArgs := backends.BuildCommandArgs(&optionsCopy, multipleFlags)
args = append(args, flagArgs...)
return args
}
// ParseVllmCommand parses a vLLM serve command string into VllmServerOptions
// Supports multiple formats:
// 1. Full command: "vllm serve --model MODEL_NAME --other-args"
// 2. Full path: "/usr/local/bin/vllm serve --model MODEL_NAME"
// 3. Serve only: "serve --model MODEL_NAME --other-args"
// 4. Args only: "--model MODEL_NAME --other-args"
// 5. Multiline commands with backslashes
func ParseVllmCommand(command string) (*VllmServerOptions, error) {
executableNames := []string{"vllm"}
subcommandNames := []string{"serve"}
multiValuedFlags := map[string]bool{
"middleware": true,
"api_key": true,
"allowed_origins": true,
"allowed_methods": true,
"allowed_headers": true,
"lora_modules": true,
"prompt_adapters": true,
}
var vllmOptions VllmServerOptions
if err := backends.ParseCommand(command, executableNames, subcommandNames, multiValuedFlags, &vllmOptions); err != nil {
return nil, err
}
return &vllmOptions, nil
}