README.md

metadata

dataset_info:
  - config_name: 1xA100_EXPERTS_2_QUANT_NAIVE
    features:
      - name: server_args
        struct:
          - name: allow_toppings_registration
            dtype: bool
          - name: api_key
            dtype: 'null'
          - name: attention_backend
            dtype: string
          - name: base_min_new_token_ratio
            dtype: float64
          - name: chat_template
            dtype: 'null'
          - name: chunked_prefill_size
            dtype: int64
          - name: constrained_json_whitespace_pattern
            dtype: 'null'
          - name: context_length
            dtype: int64
          - name: controller_port
            dtype: int64
          - name: debug
            dtype: bool
          - name: decode_log_interval
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          - name: detokenizer_ipc_name
            dtype: string
          - name: detokenizer_port
            dtype: int64
          - name: device
            dtype: string
          - name: disable_cuda_graph
            dtype: bool
          - name: disable_cuda_graph_padding
            dtype: bool
          - name: disable_custom_all_reduce
            dtype: bool
          - name: disable_disk_cache
            dtype: bool
          - name: disable_flashinfer
            dtype: bool
          - name: disable_flashinfer_sampling
            dtype: bool
          - name: disable_mla
            dtype: bool
          - name: disable_nan_detection
            dtype: bool
          - name: disable_penalizer
            dtype: bool
          - name: disable_radix_cache
            dtype: bool
          - name: disable_regex_jump_forward
            dtype: bool
          - name: dist_init_addr
            dtype: 'null'
          - name: dp_size
            dtype: int64
          - name: dtype
            dtype: string
          - name: enable_double_sparsity
            dtype: bool
          - name: enable_dp_attention
            dtype: bool
          - name: enable_mixed_chunk
            dtype: bool
          - name: enable_overlap_schedule
            dtype: bool
          - name: enable_p2p_check
            dtype: bool
          - name: enable_stats_logging
            dtype: bool
          - name: enable_system_controller
            dtype: bool
          - name: enable_toppings
            dtype: bool
          - name: enable_torch_compile
            dtype: bool
          - name: flashinfer_workspace_size
            dtype: int64
          - name: host
            dtype: string
          - name: init_new_token_ratio
            dtype: float64
          - name: init_number_of_deltas
            dtype: int64
          - name: init_number_of_loras
            dtype: int64
          - name: init_toppings
            dtype: 'null'
          - name: is_embedding
            dtype: bool
          - name: kv_cache_dtype
            dtype: string
          - name: load_balance_method
            dtype: string
          - name: load_format
            dtype: string
          - name: log_requests
            dtype: bool
          - name: lora_paths
            dtype: 'null'
          - name: max_lora_ranks
            dtype: int64
          - name: max_prefill_tokens
            dtype: int64
          - name: max_running_requests
            dtype: 'null'
          - name: max_toppings_per_batch
            dtype: int64
          - name: max_torch_compile_bs
            dtype: int64
          - name: max_total_tokens
            dtype: 'null'
          - name: mem_fraction_static
            dtype: float64
          - name: model_path
            dtype: string
          - name: nccl_ports
            sequence: string
          - name: new_token_ratio_decay
            dtype: float64
          - name: nnodes
            dtype: int64
          - name: node_rank
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          - name: num_continue_decode_steps
            dtype: int64
          - name: num_continuous_decode_steps
            dtype: int64
          - name: port
            dtype: int64
          - name: quantization
            dtype: 'null'
          - name: random_seed
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          - name: retract_decode_steps
            dtype: int64
          - name: sampling_backend
            dtype: string
          - name: schedule_conservativeness
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          - name: schedule_policy
            dtype: string
          - name: scheduler_input_ipc_name
            dtype: string
          - name: scheduler_port
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          - name: served_model_name
            dtype: string
          - name: server_id
            dtype: string
          - name: show_time_cost
            dtype: bool
          - name: skip_tokenizer_init
            dtype: bool
          - name: stream_interval
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          - name: tokenizer_ipc_name
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          - name: tokenizer_mode
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          - name: tokenizer_path
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          - name: tokenizer_port
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          - name: torchao_config
            dtype: string
          - name: tp_size
            dtype: int64
          - name: triton_attention_reduce_in_fp32
            dtype: bool
          - name: trust_remote_code
            dtype: bool
          - name: use_heterogeneous_pool
            dtype: bool
          - name: watchdog_timeout
            dtype: float64
      - name: client_args
        struct:
          - name: dataset
            dtype: string
          - name: endpoint
            dtype: string
          - name: goodput
            dtype: 'null'
          - name: metric_percentiles
            dtype: string
          - name: model
            dtype: string
          - name: num_prompts
            dtype: int64
          - name: output
            dtype: string
          - name: percentile_metrics
            dtype: string
          - name: request_rate
            dtype: float64
          - name: tokenizer
            dtype: string
          - name: wait_until_ready
            dtype: bool
      - name: metrics
        struct:
          - name: completed
            dtype: int64
          - name: mean_e2el_ms
            dtype: float64
          - name: mean_itl_ms
            dtype: float64
          - name: mean_tpot_ms
            dtype: float64
          - name: mean_ttft_ms
            dtype: float64
          - name: median_e2el_ms
            dtype: float64
          - name: median_itl_ms
            dtype: float64
          - name: median_tpot_ms
            dtype: float64
          - name: median_ttft_ms
            dtype: float64
          - name: output_throughput
            dtype: float64
          - name: percentiles_e2el_ms
            sequence:
              sequence: float64
          - name: percentiles_itl_ms
            sequence:
              sequence: float64
          - name: percentiles_tpot_ms
            sequence:
              sequence: float64
          - name: percentiles_ttft_ms
            sequence:
              sequence: float64
          - name: request_goodput
            dtype: float64
          - name: request_throughput
            dtype: float64
          - name: std_e2el_ms
            dtype: float64
          - name: std_itl_ms
            dtype: float64
          - name: std_tpot_ms
            dtype: float64
          - name: std_ttft_ms
            dtype: float64
          - name: total_input
            dtype: int64
          - name: total_output
            dtype: int64
          - name: total_token_throughput
            dtype: float64
      - name: device
        dtype: string
    splits:
      - name: train
        num_bytes: 9732
        num_examples: 7
    download_size: 56303
    dataset_size: 9732
  - config_name: 1xA100_EXPERTS_2_QUANT_SBMM_FORLOOP
    features:
      - name: server_args
        struct:
          - name: allow_toppings_registration
            dtype: bool
          - name: api_key
            dtype: 'null'
          - name: attention_backend
            dtype: string
          - name: base_min_new_token_ratio
            dtype: float64
          - name: chat_template
            dtype: 'null'
          - name: chunked_prefill_size
            dtype: int64
          - name: constrained_json_whitespace_pattern
            dtype: 'null'
          - name: context_length
            dtype: int64
          - name: controller_port
            dtype: int64
          - name: debug
            dtype: bool
          - name: decode_log_interval
            dtype: int64
          - name: detokenizer_ipc_name
            dtype: string
          - name: detokenizer_port
            dtype: int64
          - name: device
            dtype: string
          - name: disable_cuda_graph
            dtype: bool
          - name: disable_cuda_graph_padding
            dtype: bool
          - name: disable_custom_all_reduce
            dtype: bool
          - name: disable_disk_cache
            dtype: bool
          - name: disable_flashinfer
            dtype: bool
          - name: disable_flashinfer_sampling
            dtype: bool
          - name: disable_mla
            dtype: bool
          - name: disable_nan_detection
            dtype: bool
          - name: disable_penalizer
            dtype: bool
          - name: disable_radix_cache
            dtype: bool
          - name: disable_regex_jump_forward
            dtype: bool
          - name: dist_init_addr
            dtype: 'null'
          - name: dp_size
            dtype: int64
          - name: dtype
            dtype: string
          - name: enable_double_sparsity
            dtype: bool
          - name: enable_dp_attention
            dtype: bool
          - name: enable_mixed_chunk
            dtype: bool
          - name: enable_overlap_schedule
            dtype: bool
          - name: enable_p2p_check
            dtype: bool
          - name: enable_stats_logging
            dtype: bool
          - name: enable_system_controller
            dtype: bool
          - name: enable_toppings
            dtype: bool
          - name: enable_torch_compile
            dtype: bool
          - name: flashinfer_workspace_size
            dtype: int64
          - name: host
            dtype: string
          - name: init_new_token_ratio
            dtype: float64
          - name: init_number_of_deltas
            dtype: int64
          - name: init_number_of_loras
            dtype: int64
          - name: init_toppings
            dtype: 'null'
          - name: is_embedding
            dtype: bool
          - name: kv_cache_dtype
            dtype: string
          - name: load_balance_method
            dtype: string
          - name: load_format
            dtype: string
          - name: log_requests
            dtype: bool
          - name: lora_paths
            dtype: 'null'
          - name: max_lora_ranks
            dtype: int64
          - name: max_prefill_tokens
            dtype: int64
          - name: max_running_requests
            dtype: 'null'
          - name: max_toppings_per_batch
            dtype: int64
          - name: max_torch_compile_bs
            dtype: int64
          - name: max_total_tokens
            dtype: 'null'
          - name: mem_fraction_static
            dtype: float64
          - name: model_path
            dtype: string
          - name: nccl_ports
            sequence: string
          - name: new_token_ratio_decay
            dtype: float64
          - name: nnodes
            dtype: int64
          - name: node_rank
            dtype: int64
          - name: num_continue_decode_steps
            dtype: int64
          - name: num_continuous_decode_steps
            dtype: int64
          - name: port
            dtype: int64
          - name: quantization
            dtype: 'null'
          - name: random_seed
            dtype: int64
          - name: retract_decode_steps
            dtype: int64
          - name: sampling_backend
            dtype: string
          - name: schedule_conservativeness
            dtype: float64
          - name: schedule_policy
            dtype: string
          - name: scheduler_input_ipc_name
            dtype: string
          - name: scheduler_port
            dtype: int64
          - name: served_model_name
            dtype: string
          - name: server_id
            dtype: string
          - name: show_time_cost
            dtype: bool
          - name: skip_tokenizer_init
            dtype: bool
          - name: stream_interval
            dtype: int64
          - name: tokenizer_ipc_name
            dtype: string
          - name: tokenizer_mode
            dtype: string
          - name: tokenizer_path
            dtype: string
          - name: tokenizer_port
            dtype: int64
          - name: torchao_config
            dtype: string
          - name: tp_size
            dtype: int64
          - name: triton_attention_reduce_in_fp32
            dtype: bool
          - name: trust_remote_code
            dtype: bool
          - name: use_heterogeneous_pool
            dtype: bool
          - name: watchdog_timeout
            dtype: float64
      - name: client_args
        struct:
          - name: dataset
            dtype: string
          - name: endpoint
            dtype: string
          - name: goodput
            dtype: 'null'
          - name: metric_percentiles
            dtype: string
          - name: model
            dtype: string
          - name: num_prompts
            dtype: int64
          - name: output
            dtype: string
          - name: percentile_metrics
            dtype: string
          - name: request_rate
            dtype: float64
          - name: tokenizer
            dtype: string
          - name: wait_until_ready
            dtype: bool
      - name: metrics
        struct:
          - name: completed
            dtype: int64
          - name: mean_e2el_ms
            dtype: float64
          - name: mean_itl_ms
            dtype: float64
          - name: mean_tpot_ms
            dtype: float64
          - name: mean_ttft_ms
            dtype: float64
          - name: median_e2el_ms
            dtype: float64
          - name: median_itl_ms
            dtype: float64
          - name: median_tpot_ms
            dtype: float64
          - name: median_ttft_ms
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          - name: output_throughput
            dtype: float64
          - name: percentiles_e2el_ms
            sequence:
              sequence: float64
          - name: percentiles_itl_ms
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              sequence: float64
          - name: percentiles_tpot_ms
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              sequence: float64
          - name: percentiles_ttft_ms
            sequence:
              sequence: float64
          - name: request_goodput
            dtype: float64
          - name: request_throughput
            dtype: float64
          - name: std_e2el_ms
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          - name: std_itl_ms
            dtype: float64
          - name: std_tpot_ms
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          - name: std_ttft_ms
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          - name: total_input
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          - name: total_output
            dtype: int64
          - name: total_token_throughput
            dtype: float64
      - name: device
        dtype: string
    splits:
      - name: train
        num_bytes: 9942
        num_examples: 7
    download_size: 56472
    dataset_size: 9942
  - config_name: 1xA100_EXPERTS_2_QUANT_SBMM_MULTILAUNCH
    features:
      - name: server_args
        struct:
          - name: allow_toppings_registration
            dtype: bool
          - name: api_key
            dtype: 'null'
          - name: attention_backend
            dtype: string
          - name: base_min_new_token_ratio
            dtype: float64
          - name: chat_template
            dtype: 'null'
          - name: chunked_prefill_size
            dtype: int64
          - name: constrained_json_whitespace_pattern
            dtype: 'null'
          - name: context_length
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          - name: controller_port
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          - name: debug
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          - name: decode_log_interval
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          - name: detokenizer_ipc_name
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          - name: detokenizer_port
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          - name: device
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          - name: disable_custom_all_reduce
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          - name: disable_disk_cache
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          - name: disable_flashinfer
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          - name: disable_flashinfer_sampling
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          - name: disable_mla
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          - name: disable_nan_detection
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          - name: disable_penalizer
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          - name: disable_radix_cache
            dtype: bool
          - name: disable_regex_jump_forward
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          - name: dist_init_addr
            dtype: 'null'
          - name: dp_size
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          - name: dtype
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          - name: enable_double_sparsity
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          - name: enable_dp_attention
            dtype: bool
          - name: enable_mixed_chunk
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          - name: enable_overlap_schedule
            dtype: bool
          - name: enable_p2p_check
            dtype: bool
          - name: enable_stats_logging
            dtype: bool
          - name: enable_system_controller
            dtype: bool
          - name: enable_toppings
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          - name: enable_torch_compile
            dtype: bool
          - name: flashinfer_workspace_size
            dtype: int64
          - name: host
            dtype: string
          - name: init_new_token_ratio
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          - name: init_number_of_deltas
            dtype: int64
          - name: init_number_of_loras
            dtype: int64
          - name: init_toppings
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          - name: is_embedding
            dtype: bool
          - name: kv_cache_dtype
            dtype: string
          - name: load_balance_method
            dtype: string
          - name: load_format
            dtype: string
          - name: log_requests
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          - name: lora_paths
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          - name: max_lora_ranks
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          - name: max_prefill_tokens
            dtype: int64
          - name: max_running_requests
            dtype: 'null'
          - name: max_toppings_per_batch
            dtype: int64
          - name: max_torch_compile_bs
            dtype: int64
          - name: max_total_tokens
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          - name: mem_fraction_static
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          - name: new_token_ratio_decay
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          - name: node_rank
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          - name: num_continue_decode_steps
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          - name: num_continuous_decode_steps
            dtype: int64
          - name: port
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          - name: quantization
            dtype: 'null'
          - name: random_seed
            dtype: int64
          - name: retract_decode_steps
            dtype: int64
          - name: sampling_backend
            dtype: string
          - name: schedule_conservativeness
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          - name: schedule_policy
            dtype: string
          - name: scheduler_input_ipc_name
            dtype: string
          - name: scheduler_port
            dtype: int64
          - name: served_model_name
            dtype: string
          - name: server_id
            dtype: string
          - name: show_time_cost
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          - name: skip_tokenizer_init
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          - name: stream_interval
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          - name: tokenizer_ipc_name
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          - name: tokenizer_mode
            dtype: string
          - name: tokenizer_path
            dtype: string
          - name: tokenizer_port
            dtype: int64
          - name: torchao_config
            dtype: string
          - name: tp_size
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          - name: triton_attention_reduce_in_fp32
            dtype: bool
          - name: trust_remote_code
            dtype: bool
          - name: use_heterogeneous_pool
            dtype: bool
          - name: watchdog_timeout
            dtype: float64
      - name: client_args
        struct:
          - name: dataset
            dtype: string
          - name: endpoint
            dtype: string
          - name: goodput
            dtype: 'null'
          - name: metric_percentiles
            dtype: string
          - name: model
            dtype: string
          - name: num_prompts
            dtype: int64
          - name: output
            dtype: string
          - name: percentile_metrics
            dtype: string
          - name: request_rate
            dtype: float64
          - name: tokenizer
            dtype: string
          - name: wait_until_ready
            dtype: bool
      - name: metrics
        struct:
          - name: completed
            dtype: int64
          - name: mean_e2el_ms
            dtype: float64
          - name: mean_itl_ms
            dtype: float64
          - name: mean_tpot_ms
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          - name: mean_ttft_ms
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          - name: median_e2el_ms
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          - name: median_itl_ms
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          - name: median_tpot_ms
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          - name: median_ttft_ms
            dtype: float64
          - name: output_throughput
            dtype: float64
          - name: percentiles_e2el_ms
            sequence:
              sequence: float64
          - name: percentiles_itl_ms
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              sequence: float64
          - name: percentiles_tpot_ms
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              sequence: float64
          - name: percentiles_ttft_ms
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              sequence: float64
          - name: request_goodput
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          - name: request_throughput
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          - name: std_e2el_ms
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          - name: std_itl_ms
            dtype: float64
          - name: std_tpot_ms
            dtype: float64
          - name: std_ttft_ms
            dtype: float64
          - name: total_input
            dtype: int64
          - name: total_output
            dtype: int64
          - name: total_token_throughput
            dtype: float64
      - name: device
        dtype: string
    splits:
      - name: train
        num_bytes: 9998
        num_examples: 7
    download_size: 56481
    dataset_size: 9998
  - config_name: 1xA100_EXPERTS_2_QUANT_SBMM_NAIVE
    features:
      - name: server_args
        struct:
          - name: allow_toppings_registration
            dtype: bool
          - name: api_key
            dtype: 'null'
          - name: attention_backend
            dtype: string
          - name: base_min_new_token_ratio
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          - name: chat_template
            dtype: 'null'
          - name: chunked_prefill_size
            dtype: int64
          - name: constrained_json_whitespace_pattern
            dtype: 'null'
          - name: context_length
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          - name: controller_port
            dtype: int64
          - name: debug
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          - name: decode_log_interval
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          - name: detokenizer_ipc_name
            dtype: string
          - name: detokenizer_port
            dtype: int64
          - name: device
            dtype: string
          - name: disable_cuda_graph
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          - name: disable_cuda_graph_padding
            dtype: bool
          - name: disable_custom_all_reduce
            dtype: bool
          - name: disable_disk_cache
            dtype: bool
          - name: disable_flashinfer
            dtype: bool
          - name: disable_flashinfer_sampling
            dtype: bool
          - name: disable_mla
            dtype: bool
          - name: disable_nan_detection
            dtype: bool
          - name: disable_penalizer
            dtype: bool
          - name: disable_radix_cache
            dtype: bool
          - name: disable_regex_jump_forward
            dtype: bool
          - name: dist_init_addr
            dtype: 'null'
          - name: dp_size
            dtype: int64
          - name: dtype
            dtype: string
          - name: enable_double_sparsity
            dtype: bool
          - name: enable_dp_attention
            dtype: bool
          - name: enable_mixed_chunk
            dtype: bool
          - name: enable_overlap_schedule
            dtype: bool
          - name: enable_p2p_check
            dtype: bool
          - name: enable_stats_logging
            dtype: bool
          - name: enable_system_controller
            dtype: bool
          - name: enable_toppings
            dtype: bool
          - name: enable_torch_compile
            dtype: bool
          - name: flashinfer_workspace_size
            dtype: int64
          - name: host
            dtype: string
          - name: init_new_token_ratio
            dtype: float64
          - name: init_number_of_deltas
            dtype: int64
          - name: init_number_of_loras
            dtype: int64
          - name: init_toppings
            dtype: 'null'
          - name: is_embedding
            dtype: bool
          - name: kv_cache_dtype
            dtype: string
          - name: load_balance_method
            dtype: string
          - name: load_format
            dtype: string
          - name: log_requests
            dtype: bool
          - name: lora_paths
            dtype: 'null'
          - name: max_lora_ranks
            dtype: int64
          - name: max_prefill_tokens
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