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-1
@@ -12,7 +12,7 @@ RUN --mount=type=cache,target=/root/.cache/pip \
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python3 -m pip install --upgrade -r /requirements.txt
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# Install vLLM (switching back to pip installs since issues that required building fork are fixed and space optimization is not as important since caching) and FlashInfer
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RUN python3 -m pip install vllm==0.6.4 && \
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RUN python3 -m pip install vllm==0.6.6.post1 && \
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python3 -m pip install flashinfer -i https://flashinfer.ai/whl/cu121/torch2.3
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# Setup for Option 2: Building the Image with the Model included
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@@ -18,9 +18,9 @@ Deploy OpenAI-Compatible Blazing-Fast LLM Endpoints powered by the [vLLM](https:
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### 1. UI for Deploying vLLM Worker on RunPod console:
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### 2. Worker vLLM `v1.6.0` with vLLM `0.6.3` now available under `stable` tags
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### 2. Worker vLLM `v1.8.0` with vLLM `0.6.6` now available under `stable` tags
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Update v1.6.0 is now available, use the image tag `runpod/worker-v1-vllm:v1.6.0stable-cuda12.1.0`.
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Update v1.8.0 is now available, use the image tag `runpod/worker-v1-vllm:v1.8.0stable-cuda12.1.0`.
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### 3. OpenAI-Compatible [Embedding Worker](https://github.com/runpod-workers/worker-infinity-embedding) Released
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Deploy your own OpenAI-compatible Serverless Endpoint on RunPod with multiple embedding models and fast inference for RAG and more!
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@@ -82,7 +82,7 @@ Below is a summary of the available RunPod Worker images, categorized by image s
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| CUDA Version | Stable Image Tag | Development Image Tag | Note |
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|--------------|-----------------------------------|-----------------------------------|----------------------------------------------------------------------|
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| 12.1.0 | `runpod/worker-v1-vllm:v1.6.0stable-cuda12.1.0` | `runpod/worker-v1-vllm:v1.6.0dev-cuda12.1.0` | When creating an Endpoint, select CUDA Version 12.3, 12.2 and 12.1 in the filter. |
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| 12.1.0 | `runpod/worker-v1-vllm:v1.8.0stable-cuda12.1.0` | `runpod/worker-v1-vllm:v1.8.0dev-cuda12.1.0` | When creating an Endpoint, select CUDA Version 12.3, 12.2 and 12.1 in the filter. |
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@@ -146,8 +146,11 @@ class OpenAIvLLMEngine(vLLMEngine):
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base_model_paths=self.base_model_paths,
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response_role=self.response_role,
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chat_template=self.tokenizer.tokenizer.chat_template,
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enable_auto_tools=os.getenv('ENABLE_AUTO_TOOL_CHOICE', 'false').lower() == 'true',
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tool_parser=os.getenv('TOOL_CALL_PARSER', "") or None,
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lora_modules=lora_modules,
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prompt_adapters=None,
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chat_template_content_format="auto",
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request_logger=None
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)
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self.completion_engine = OpenAIServingCompletion(
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+91
-64
@@ -1,7 +1,7 @@
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{
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"versions": {
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"0.6.4": {
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"imageName": "runpod/worker-v1-vllm:v1.6.0stable-cuda12.1.0",
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"0.6.6": {
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"imageName": "runpod/worker-v1-vllm:v1.8.0stable-cuda12.1.0",
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"minimumCudaVersion": "12.1",
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"categories": [
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{
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@@ -24,7 +24,69 @@
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"NGRAM_PROMPT_LOOKUP_MAX", "NGRAM_PROMPT_LOOKUP_MIN", "SPEC_DECODING_ACCEPTANCE_METHOD",
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"TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_THRESHOLD", "TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_ALPHA",
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"MODEL_LOADER_EXTRA_CONFIG", "PREEMPTION_MODE", "PREEMPTION_CHECK_PERIOD",
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"PREEMPTION_CPU_CAPACITY", "MAX_LOG_LEN", "DISABLE_LOGGING_REQUEST"
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"PREEMPTION_CPU_CAPACITY", "MAX_LOG_LEN", "DISABLE_LOGGING_REQUEST",
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"ENABLE_AUTO_TOOL_CHOICE", "TOOL_CALL_PARSER"
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]
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},
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{
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"title": "Tokenizer Settings",
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"settings": [
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"TOKENIZER_NAME", "TOKENIZER_REVISION", "CUSTOM_CHAT_TEMPLATE"
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]
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},
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{
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"title": "System Settings",
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"settings": [
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"GPU_MEMORY_UTILIZATION", "MAX_PARALLEL_LOADING_WORKERS", "BLOCK_SIZE",
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"SWAP_SPACE", "ENFORCE_EAGER", "MAX_SEQ_LEN_TO_CAPTURE", "DISABLE_CUSTOM_ALL_REDUCE"
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]
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},
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{
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"title": "Streaming Settings",
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"settings": [
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"DEFAULT_BATCH_SIZE", "DEFAULT_MIN_BATCH_SIZE", "DEFAULT_BATCH_SIZE_GROWTH_FACTOR"
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]
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},
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{
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"title": "OpenAI Settings",
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"settings": [
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"RAW_OPENAI_OUTPUT", "OPENAI_RESPONSE_ROLE", "OPENAI_SERVED_MODEL_NAME_OVERRIDE"
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]
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},
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{
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"title": "Serverless Settings",
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"settings": [
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"MAX_CONCURRENCY", "DISABLE_LOG_STATS", "DISABLE_LOG_REQUESTS"
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]
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}
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]
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},
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"0.6.4": {
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"imageName": "runpod/worker-v1-vllm:v1.7.0stable-cuda12.1.0",
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"minimumCudaVersion": "12.1",
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"categories": [
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{
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"title": "LLM Settings",
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"settings": [
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"TOKENIZER", "TOKENIZER_MODE", "SKIP_TOKENIZER_INIT", "TRUST_REMOTE_CODE",
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"DOWNLOAD_DIR", "LOAD_FORMAT", "DTYPE", "KV_CACHE_DTYPE", "QUANTIZATION_PARAM_PATH",
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"MAX_MODEL_LEN", "GUIDED_DECODING_BACKEND", "DISTRIBUTED_EXECUTOR_BACKEND",
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"WORKER_USE_RAY", "RAY_WORKERS_USE_NSIGHT", "PIPELINE_PARALLEL_SIZE",
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"TENSOR_PARALLEL_SIZE", "MAX_PARALLEL_LOADING_WORKERS", "ENABLE_PREFIX_CACHING",
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"DISABLE_SLIDING_WINDOW", "NUM_LOOKAHEAD_SLOTS",
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"SEED", "NUM_GPU_BLOCKS_OVERRIDE", "MAX_NUM_BATCHED_TOKENS", "MAX_NUM_SEQS",
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"MAX_LOGPROBS", "DISABLE_LOG_STATS", "QUANTIZATION", "ROPE_SCALING", "ROPE_THETA",
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"TOKENIZER_POOL_SIZE", "TOKENIZER_POOL_TYPE", "TOKENIZER_POOL_EXTRA_CONFIG",
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"ENABLE_LORA", "MAX_LORAS", "MAX_LORA_RANK", "LORA_EXTRA_VOCAB_SIZE",
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"LORA_DTYPE", "LONG_LORA_SCALING_FACTORS", "MAX_CPU_LORAS", "FULLY_SHARDED_LORAS",
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"DEVICE", "SCHEDULER_DELAY_FACTOR", "ENABLE_CHUNKED_PREFILL", "SPECULATIVE_MODEL",
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"NUM_SPECULATIVE_TOKENS", "SPECULATIVE_DRAFT_TENSOR_PARALLEL_SIZE",
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"SPECULATIVE_MAX_MODEL_LEN", "SPECULATIVE_DISABLE_BY_BATCH_SIZE",
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"NGRAM_PROMPT_LOOKUP_MAX", "NGRAM_PROMPT_LOOKUP_MIN", "SPEC_DECODING_ACCEPTANCE_METHOD",
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"TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_THRESHOLD", "TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_ALPHA",
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"MODEL_LOADER_EXTRA_CONFIG", "PREEMPTION_MODE", "PREEMPTION_CHECK_PERIOD",
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"PREEMPTION_CPU_CAPACITY", "MAX_LOG_LEN", "DISABLE_LOGGING_REQUEST",
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"ENABLE_AUTO_TOOL_CHOICE", "TOOL_CALL_PARSER"
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]
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},
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{
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@@ -84,7 +146,8 @@
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"NGRAM_PROMPT_LOOKUP_MAX", "NGRAM_PROMPT_LOOKUP_MIN", "SPEC_DECODING_ACCEPTANCE_METHOD",
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"TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_THRESHOLD", "TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_ALPHA",
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"MODEL_LOADER_EXTRA_CONFIG", "PREEMPTION_MODE", "PREEMPTION_CHECK_PERIOD",
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"PREEMPTION_CPU_CAPACITY", "MAX_LOG_LEN", "DISABLE_LOGGING_REQUEST"
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"PREEMPTION_CPU_CAPACITY", "MAX_LOG_LEN", "DISABLE_LOGGING_REQUEST",
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"ENABLE_AUTO_TOOL_CHOICE", "TOOL_CALL_PARSER"
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]
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},
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{
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@@ -239,66 +302,6 @@
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]
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}
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]
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},
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"0.5.5": {
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"imageName": "runpod/worker-v1-vllm:v1.3.1stable-cuda12.1.0",
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"minimumCudaVersion": "12.1",
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"categories": [
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{
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"title": "LLM Settings",
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"settings": [
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"TOKENIZER", "TOKENIZER_MODE", "SKIP_TOKENIZER_INIT", "TRUST_REMOTE_CODE",
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"DOWNLOAD_DIR", "LOAD_FORMAT", "DTYPE", "KV_CACHE_DTYPE", "QUANTIZATION_PARAM_PATH",
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"MAX_MODEL_LEN", "GUIDED_DECODING_BACKEND", "DISTRIBUTED_EXECUTOR_BACKEND",
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"WORKER_USE_RAY", "RAY_WORKERS_USE_NSIGHT", "PIPELINE_PARALLEL_SIZE",
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"TENSOR_PARALLEL_SIZE", "MAX_PARALLEL_LOADING_WORKERS", "ENABLE_PREFIX_CACHING",
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"DISABLE_SLIDING_WINDOW", "USE_V2_BLOCK_MANAGER", "NUM_LOOKAHEAD_SLOTS",
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"SEED", "NUM_GPU_BLOCKS_OVERRIDE", "MAX_NUM_BATCHED_TOKENS", "MAX_NUM_SEQS",
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"MAX_LOGPROBS", "DISABLE_LOG_STATS", "QUANTIZATION", "ROPE_SCALING", "ROPE_THETA",
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"TOKENIZER_POOL_SIZE", "TOKENIZER_POOL_TYPE", "TOKENIZER_POOL_EXTRA_CONFIG",
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"ENABLE_LORA", "MAX_LORAS", "MAX_LORA_RANK", "LORA_EXTRA_VOCAB_SIZE",
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"LORA_DTYPE", "LONG_LORA_SCALING_FACTORS", "MAX_CPU_LORAS", "FULLY_SHARDED_LORAS",
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"DEVICE", "SCHEDULER_DELAY_FACTOR", "ENABLE_CHUNKED_PREFILL", "SPECULATIVE_MODEL",
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"NUM_SPECULATIVE_TOKENS", "SPECULATIVE_DRAFT_TENSOR_PARALLEL_SIZE",
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"SPECULATIVE_MAX_MODEL_LEN", "SPECULATIVE_DISABLE_BY_BATCH_SIZE",
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"NGRAM_PROMPT_LOOKUP_MAX", "NGRAM_PROMPT_LOOKUP_MIN", "SPEC_DECODING_ACCEPTANCE_METHOD",
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"TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_THRESHOLD", "TYPICAL_ACCEPTANCE_SAMPLER_POSTERIOR_ALPHA",
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"MODEL_LOADER_EXTRA_CONFIG", "PREEMPTION_MODE", "PREEMPTION_CHECK_PERIOD",
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"PREEMPTION_CPU_CAPACITY", "MAX_LOG_LEN", "DISABLE_LOGGING_REQUEST"
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]
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},
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{
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"title": "Tokenizer Settings",
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"settings": [
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"TOKENIZER_NAME", "TOKENIZER_REVISION", "CUSTOM_CHAT_TEMPLATE"
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]
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},
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{
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"title": "System Settings",
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"settings": [
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"GPU_MEMORY_UTILIZATION", "MAX_PARALLEL_LOADING_WORKERS", "BLOCK_SIZE",
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"SWAP_SPACE", "ENFORCE_EAGER", "MAX_SEQ_LEN_TO_CAPTURE", "DISABLE_CUSTOM_ALL_REDUCE"
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]
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},
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{
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"title": "Streaming Settings",
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"settings": [
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"DEFAULT_BATCH_SIZE", "DEFAULT_MIN_BATCH_SIZE", "DEFAULT_BATCH_SIZE_GROWTH_FACTOR"
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]
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},
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{
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"title": "OpenAI Settings",
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"settings": [
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"RAW_OPENAI_OUTPUT", "OPENAI_RESPONSE_ROLE", "OPENAI_SERVED_MODEL_NAME_OVERRIDE"
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]
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},
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{
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"title": "Serverless Settings",
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"settings": [
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"MAX_CONCURRENCY", "DISABLE_LOG_STATS", "DISABLE_LOG_REQUESTS"
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]
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}
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]
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}
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},
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"schema": {
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@@ -991,6 +994,30 @@
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"description": "Enables or disables vLLM request logging",
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"required": false,
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"type": "toggle"
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},
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"ENABLE_AUTO_TOOL_CHOICE": {
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"env_var_name": "ENABLE_AUTO_TOOL_CHOICE",
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"value": false,
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"title": "Enable Auto Tool Choice",
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"description": "Enables or disables auto tool choice",
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"required": false,
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"type": "toggle"
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},
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"TOOL_CALL_PARSER": {
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"env_var_name": "TOOL_CALL_PARSER",
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"value": "",
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"title": "Tool Call Parser",
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"description": "Tool call parser",
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"required": false,
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"type": "select",
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"options": [
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{ "value": "", "label": "None" },
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{ "value": "hermes", "label": "Hermes" },
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{ "value": "mistral", "label": "Mistral" },
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{ "value": "llama3_json", "label": "Llama3 JSON" },
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{ "value": "pythonic", "label": "Pythonic" },
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{ "value": "internlm", "label": "InternLM" }
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]
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}
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}
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}
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Reference in New Issue
Block a user