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DeepSeek-R1-AWQ

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oot@stone-2:~# VLLM_WORKER_MULTIPROC_METHOD=spawn python3 -m vllm.entrypoints.openai.api_server --host 0.0.0.0 --max-model-len 65536 --max-num-batched-tokens 65536 --trust-remote-code --tensor-parallel-size 16 --pipeline-parallel-size 2 --gpu-memory-utilization 0.97 --dtype float16 --served-model-name deepseek-reasoner --model /data/DeepSeek-R1-AWQ/
INFO 02-20 13:09:07 init.py:190] Automatically detected platform cuda.
INFO 02-20 13:09:16 api_server.py:840] vLLM API server version 0.7.2
INFO 02-20 13:09:16 api_server.py:841] args: Namespace(host='0.0.0.0', port=8000, uvicorn_log_level='info', allow_credentials=False, allowed_origins=[''], allowed_methods=[''], allowed_headers=['*'], api_key=None, lora_modules=None, prompt_adapters=None, chat_template=None, chat_template_content_format='auto', response_role='assistant', ssl_keyfile=None, ssl_certfile=None, ssl_ca_certs=None, ssl_cert_reqs=0, root_path=None, middleware=[], return_tokens_as_token_ids=False, disable_frontend_multiprocessing=False, enable_request_id_headers=False, enable_auto_tool_choice=False, enable_reasoning=False, reasoning_parser=None, tool_call_parser=None, tool_parser_plugin='', model='/data/DeepSeek-R1-AWQ/', task='auto', tokenizer=None, skip_tokenizer_init=False, revision=None, code_revision=None, tokenizer_revision=None, tokenizer_mode='auto', trust_remote_code=True, allowed_local_media_path=None, download_dir=None, load_format='auto', config_format=<ConfigFormat.AUTO: 'auto'>, dtype='float16', kv_cache_dtype='auto', max_model_len=65536, guided_decoding_backend='xgrammar', logits_processor_pattern=None, model_impl='auto', distributed_executor_backend=None, pipeline_parallel_size=2, tensor_parallel_size=16, max_parallel_loading_workers=None, ray_workers_use_nsight=False, block_size=None, enable_prefix_caching=None, disable_sliding_window=False, use_v2_block_manager=True, num_lookahead_slots=0, seed=0, swap_space=4, cpu_offload_gb=0, gpu_memory_utilization=0.97, num_gpu_blocks_override=None, max_num_batched_tokens=65536, max_num_seqs=None, max_logprobs=20, disable_log_stats=False, quantization=None, rope_scaling=None, rope_theta=None, hf_overrides=None, enforce_eager=False, max_seq_len_to_capture=8192, disable_custom_all_reduce=False, tokenizer_pool_size=0, tokenizer_pool_type='ray', tokenizer_pool_extra_config=None, limit_mm_per_prompt=None, mm_processor_kwargs=None, disable_mm_preprocessor_cache=False, enable_lora=False, enable_lora_bias=False, max_loras=1, max_lora_rank=16, lora_extra_vocab_size=256, lora_dtype='auto', long_lora_scaling_factors=None, max_cpu_loras=None, fully_sharded_loras=False, enable_prompt_adapter=False, max_prompt_adapters=1, max_prompt_adapter_token=0, device='auto', num_scheduler_steps=1, multi_step_stream_outputs=True, scheduler_delay_factor=0.0, enable_chunked_prefill=None, speculative_model=None, speculative_model_quantization=None, num_speculative_tokens=None, speculative_disable_mqa_scorer=False, speculative_draft_tensor_parallel_size=None, speculative_max_model_len=None, speculative_disable_by_batch_size=None, ngram_prompt_lookup_max=None, ngram_prompt_lookup_min=None, spec_decoding_acceptance_method='rejection_sampler', typical_acceptance_sampler_posterior_threshold=None, typical_acceptance_sampler_posterior_alpha=None, disable_logprobs_during_spec_decoding=None, model_loader_extra_config=None, ignore_patterns=[], preemption_mode=None, served_model_name=['deepseek-reasoner'], qlora_adapter_name_or_path=None, otlp_traces_endpoint=None, collect_detailed_traces=None, disable_async_output_proc=False, scheduling_policy='fcfs', override_neuron_config=None, override_pooler_config=None, compilation_config=None, kv_transfer_config=None, worker_cls='auto', generation_config=None, override_generation_config=None, enable_sleep_mode=False, calculate_kv_scales=False, disable_log_requests=False, max_log_len=None, disable_fastapi_docs=False, enable_prompt_tokens_details=False)

WARNING 02-20 13:10:23 config.py:993] MLA is not supported with awq_marlin quantization. Disabling MLA.
WARNING 02-20 13:10:23 config.py:993] MLA is not supported with awq_marlin quantization. Disabling MLA.
WARNING 02-20 13:10:23 config.py:993] MLA is not supported with awq_marlin quantization. Disabling MLA.
WARNING 02-20 13:10:23 config.py:993] MLA is not supported with awq_marlin quantization. Disabling MLA.
WARNING 02-20 13:10:23 config.py:993] MLA is not supported with awq_marlin quantization. Disabling MLA.
WARNING 02-20 13:10:23 config.py:993] MLA is not supported with awq_marlin quantization. Disabling MLA.
WARNING 02-20 13:10:23 config.py:993] MLA is not supported with awq_marlin quantization. Disabling MLA.
WARNING 02-20 13:10:23 config.py:993] MLA is not supported with awq_marlin quantization. Disabling MLA.
WARNING 02-20 13:10:23 config.py:993] MLA is not supported with awq_marlin quantization. Disabling MLA.
WARNING 02-20 13:10:23 config.py:993] MLA is not supported with awq_marlin quantization. Disabling MLA.
WARNING 02-20 13:10:23 config.py:993] MLA is not supported with awq_marlin quantization. Disabling MLA.