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‎README.html

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<link rel="search" title="Search" href="search.html" />
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‎_sources/backend/function_calling.ipynb

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‎_sources/backend/lora.ipynb

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‎_sources/backend/offline_engine_api.ipynb

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‎_sources/backend/openai_api_completions.ipynb

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‎_sources/backend/openai_api_embeddings.ipynb

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‎_sources/backend/separate_reasoning.ipynb

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‎_sources/backend/speculative_decoding.ipynb

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‎_sources/backend/structured_outputs.ipynb

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‎_sources/backend/structured_outputs_for_reasoning_models.ipynb

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‎_sources/frontend/frontend.ipynb

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‎backend/attention_backend.html

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‎backend/custom_chat_template.html

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‎backend/function_calling.html

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‎backend/hyperparameter_tuning.html

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‎backend/lora.html

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‎backend/offline_engine_api.html

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‎backend/openai_api_completions.html

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‎backend/openai_api_embeddings.html

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[2025-05-02 16:37:09] server_args=ServerArgs(model_path=&#39;Alibaba-NLP/gte-Qwen2-1.5B-instruct&#39;, tokenizer_path=&#39;Alibaba-NLP/gte-Qwen2-1.5B-instruct&#39;, tokenizer_mode=&#39;auto&#39;, skip_tokenizer_init=False, enable_tokenizer_batch_encode=False, load_format=&#39;auto&#39;, trust_remote_code=False, dtype=&#39;auto&#39;, kv_cache_dtype=&#39;auto&#39;, quantization=None, quantization_param_path=None, context_length=None, device=&#39;cuda&#39;, served_model_name=&#39;Alibaba-NLP/gte-Qwen2-1.5B-instruct&#39;, chat_template=None, completion_template=None, is_embedding=True, revision=None, host=&#39;0.0.0.0&#39;, port=36432, mem_fraction_static=0.88, max_running_requests=200, max_total_tokens=20480, chunked_prefill_size=8192, max_prefill_tokens=16384, schedule_policy=&#39;fcfs&#39;, schedule_conservativeness=1.0, cpu_offload_gb=0, page_size=1, tp_size=1, pp_size=1, max_micro_batch_size=None, stream_interval=1, stream_output=False, random_seed=377892282, constrained_json_whitespace_pattern=None, watchdog_timeout=300, dist_timeout=None, download_dir=None, base_gpu_id=0, gpu_id_step=1, log_level=&#39;info&#39;, log_level_http=None, log_requests=False, log_requests_level=0, show_time_cost=False, enable_metrics=False, decode_log_interval=40, api_key=None, file_storage_path=&#39;sglang_storage&#39;, enable_cache_report=False, reasoning_parser=None, dp_size=1, load_balance_method=&#39;round_robin&#39;, ep_size=1, dist_init_addr=None, nnodes=1, node_rank=0, json_model_override_args=&#39;{}&#39;, lora_paths=None, max_loras_per_batch=8, lora_backend=&#39;triton&#39;, attention_backend=None, sampling_backend=&#39;flashinfer&#39;, grammar_backend=&#39;xgrammar&#39;, speculative_algorithm=None, speculative_draft_model_path=None, speculative_num_steps=None, speculative_eagle_topk=None, speculative_num_draft_tokens=None, speculative_accept_threshold_single=1.0, speculative_accept_threshold_acc=1.0, speculative_token_map=None, enable_double_sparsity=False, ds_channel_config_path=None, ds_heavy_channel_num=32, ds_heavy_token_num=256, ds_heavy_channel_type=&#39;qk&#39;, ds_sparse_decode_threshold=4096, disable_radix_cache=False, disable_cuda_graph=True, disable_cuda_graph_padding=False, enable_nccl_nvls=False, disable_outlines_disk_cache=False, disable_custom_all_reduce=False, enable_multimodal=None, disable_overlap_schedule=False, enable_mixed_chunk=False, enable_dp_attention=False, enable_ep_moe=False, enable_deepep_moe=False, deepep_mode=&#39;auto&#39;, enable_torch_compile=False, torch_compile_max_bs=32, cuda_graph_max_bs=None, cuda_graph_bs=None, torchao_config=&#39;&#39;, enable_nan_detection=False, enable_p2p_check=False, triton_attention_reduce_in_fp32=False, triton_attention_num_kv_splits=8, num_continuous_decode_steps=1, delete_ckpt_after_loading=False, enable_memory_saver=False, allow_auto_truncate=False, enable_custom_logit_processor=False, tool_call_parser=None, enable_hierarchical_cache=False, hicache_ratio=2.0, hicache_size=0, hicache_write_policy=&#39;write_through_selective&#39;, flashinfer_mla_disable_ragged=False, warmups=None, moe_dense_tp_size=None, n_share_experts_fusion=0, disable_chunked_prefix_cache=False, disable_fast_image_processor=False, debug_tensor_dump_output_folder=None, debug_tensor_dump_input_file=None, debug_tensor_dump_inject=False, disaggregation_mode=&#39;null&#39;, disaggregation_bootstrap_port=8998, disaggregation_transfer_backend=&#39;mooncake&#39;, disaggregation_ib_device=None)
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[2025-05-02 16:37:09] Downcasting torch.float32 to torch.float16.
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[2025-05-02 16:37:22] Downcasting torch.float32 to torch.float16.
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[2025-05-02 16:37:23] Overlap scheduler is disabled for embedding models.
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[2025-05-02 16:37:23] Downcasting torch.float32 to torch.float16.
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[2025-05-02 16:37:24] Attention backend not set. Use fa3 backend by default.
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[2025-05-02 16:37:24] Init torch distributed begin.
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[2025-05-02 16:37:24] Init torch distributed ends. mem usage=0.00 GB
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[2025-05-02 16:37:24] Load weight begin. avail mem=78.60 GB
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[2025-05-02 16:37:24] Ignore import error when loading sglang.srt.models.llama4.
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[2025-05-02 16:37:26] Using model weights format [&#39;*.safetensors&#39;]
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[2025-05-03 07:35:23] server_args=ServerArgs(model_path=&#39;Alibaba-NLP/gte-Qwen2-1.5B-instruct&#39;, tokenizer_path=&#39;Alibaba-NLP/gte-Qwen2-1.5B-instruct&#39;, tokenizer_mode=&#39;auto&#39;, skip_tokenizer_init=False, enable_tokenizer_batch_encode=False, load_format=&#39;auto&#39;, trust_remote_code=False, dtype=&#39;auto&#39;, kv_cache_dtype=&#39;auto&#39;, quantization=None, quantization_param_path=None, context_length=None, device=&#39;cuda&#39;, served_model_name=&#39;Alibaba-NLP/gte-Qwen2-1.5B-instruct&#39;, chat_template=None, completion_template=None, is_embedding=True, revision=None, host=&#39;0.0.0.0&#39;, port=39508, mem_fraction_static=0.88, max_running_requests=200, max_total_tokens=20480, chunked_prefill_size=8192, max_prefill_tokens=16384, schedule_policy=&#39;fcfs&#39;, schedule_conservativeness=1.0, cpu_offload_gb=0, page_size=1, tp_size=1, pp_size=1, max_micro_batch_size=None, stream_interval=1, stream_output=False, random_seed=682895549, constrained_json_whitespace_pattern=None, watchdog_timeout=300, dist_timeout=None, download_dir=None, base_gpu_id=0, gpu_id_step=1, log_level=&#39;info&#39;, log_level_http=None, log_requests=False, log_requests_level=0, show_time_cost=False, enable_metrics=False, decode_log_interval=40, api_key=None, file_storage_path=&#39;sglang_storage&#39;, enable_cache_report=False, reasoning_parser=None, dp_size=1, load_balance_method=&#39;round_robin&#39;, ep_size=1, dist_init_addr=None, nnodes=1, node_rank=0, json_model_override_args=&#39;{}&#39;, lora_paths=None, max_loras_per_batch=8, lora_backend=&#39;triton&#39;, attention_backend=None, sampling_backend=&#39;flashinfer&#39;, grammar_backend=&#39;xgrammar&#39;, speculative_algorithm=None, speculative_draft_model_path=None, speculative_num_steps=None, speculative_eagle_topk=None, speculative_num_draft_tokens=None, speculative_accept_threshold_single=1.0, speculative_accept_threshold_acc=1.0, speculative_token_map=None, enable_double_sparsity=False, ds_channel_config_path=None, ds_heavy_channel_num=32, ds_heavy_token_num=256, ds_heavy_channel_type=&#39;qk&#39;, ds_sparse_decode_threshold=4096, disable_radix_cache=False, disable_cuda_graph=True, disable_cuda_graph_padding=False, enable_nccl_nvls=False, disable_outlines_disk_cache=False, disable_custom_all_reduce=False, enable_multimodal=None, disable_overlap_schedule=False, enable_mixed_chunk=False, enable_dp_attention=False, enable_ep_moe=False, enable_deepep_moe=False, deepep_mode=&#39;auto&#39;, enable_torch_compile=False, torch_compile_max_bs=32, cuda_graph_max_bs=None, cuda_graph_bs=None, torchao_config=&#39;&#39;, enable_nan_detection=False, enable_p2p_check=False, triton_attention_reduce_in_fp32=False, triton_attention_num_kv_splits=8, num_continuous_decode_steps=1, delete_ckpt_after_loading=False, enable_memory_saver=False, allow_auto_truncate=False, enable_custom_logit_processor=False, tool_call_parser=None, enable_hierarchical_cache=False, hicache_ratio=2.0, hicache_size=0, hicache_write_policy=&#39;write_through_selective&#39;, flashinfer_mla_disable_ragged=False, warmups=None, moe_dense_tp_size=None, n_share_experts_fusion=0, disable_chunked_prefix_cache=False, disable_fast_image_processor=False, debug_tensor_dump_output_folder=None, debug_tensor_dump_input_file=None, debug_tensor_dump_inject=False, disaggregation_mode=&#39;null&#39;, disaggregation_bootstrap_port=8998, disaggregation_transfer_backend=&#39;mooncake&#39;, disaggregation_ib_device=None)
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[2025-05-03 07:35:23] Downcasting torch.float32 to torch.float16.
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[2025-05-03 07:35:33] Downcasting torch.float32 to torch.float16.
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[2025-05-03 07:35:33] Overlap scheduler is disabled for embedding models.
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[2025-05-03 07:35:33] Downcasting torch.float32 to torch.float16.
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[2025-05-03 07:35:33] Attention backend not set. Use fa3 backend by default.
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[2025-05-03 07:35:33] Init torch distributed begin.
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[2025-05-03 07:35:33] Init torch distributed ends. mem usage=0.00 GB
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[2025-05-03 07:35:33] Load weight begin. avail mem=76.35 GB
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[2025-05-03 07:35:34] Ignore import error when loading sglang.srt.models.llama4.
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[2025-05-03 07:35:34] Using model weights format [&#39;*.safetensors&#39;]
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Loading safetensors checkpoint shards: 100% Completed | 2/2 [00:11&lt;00:00, 5.99s/it]
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[2025-05-02 16:37:39] Load weight end. type=Qwen2ForCausalLM, dtype=torch.float16, avail mem=58.59 GB, mem usage=20.01 GB.
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[2025-05-02 16:37:39] KV Cache is allocated. #tokens: 20480, K size: 0.27 GB, V size: 0.27 GB
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[2025-05-02 16:37:39] Memory pool end. avail mem=57.76 GB
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[2025-05-02 16:37:40] max_total_num_tokens=20480, chunked_prefill_size=8192, max_prefill_tokens=16384, max_running_requests=200, context_len=131072
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[2025-05-02 16:37:40] INFO: Started server process [2682437]
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[2025-05-02 16:37:40] INFO: Application startup complete.
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[2025-05-02 16:37:40] INFO: Uvicorn running on http://0.0.0.0:36432 (Press CTRL+C to quit)
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[2025-05-02 16:37:41] INFO: 127.0.0.1:52148 - &#34;GET /v1/models HTTP/1.1&#34; 200 OK
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[2025-05-02 16:37:41] INFO: 127.0.0.1:52158 - &#34;GET /get_model_info HTTP/1.1&#34; 200 OK
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[2025-05-02 16:37:41] Prefill batch. #new-seq: 1, #new-token: 6, #cached-token: 0, token usage: 0.00, #running-req: 0, #queue-req: 0
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[2025-05-02 16:37:42] INFO: 127.0.0.1:52172 - &#34;POST /encode HTTP/1.1&#34; 200 OK
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[2025-05-02 16:37:42] The server is fired up and ready to roll!
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Loading safetensors checkpoint shards: 100% Completed | 2/2 [00:02&lt;00:00, 1.04it/s]
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Loading safetensors checkpoint shards: 100% Completed | 2/2 [00:02&lt;00:00, 1.03s/it]
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[2025-05-03 07:35:36] Load weight end. type=Qwen2ForCausalLM, dtype=torch.float16, avail mem=45.43 GB, mem usage=30.93 GB.
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[2025-05-03 07:35:36] KV Cache is allocated. #tokens: 20480, K size: 0.27 GB, V size: 0.27 GB
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[2025-05-03 07:35:36] Memory pool end. avail mem=44.60 GB
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[2025-05-03 07:35:37] max_total_num_tokens=20480, chunked_prefill_size=8192, max_prefill_tokens=16384, max_running_requests=200, context_len=131072
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[2025-05-03 07:35:37] INFO: Started server process [2131176]
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[2025-05-03 07:35:37] INFO: Waiting for application startup.
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[2025-05-03 07:35:37] INFO: Application startup complete.
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[2025-05-03 07:35:37] INFO: Uvicorn running on http://0.0.0.0:39508 (Press CTRL+C to quit)
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[2025-05-03 07:35:38] INFO: 127.0.0.1:36736 - &#34;GET /v1/models HTTP/1.1&#34; 200 OK
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[2025-05-03 07:35:38] INFO: 127.0.0.1:36748 - &#34;GET /get_model_info HTTP/1.1&#34; 200 OK
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[2025-05-03 07:35:38] Prefill batch. #new-seq: 1, #new-token: 6, #cached-token: 0, token usage: 0.00, #running-req: 0, #queue-req: 0
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[2025-05-03 07:35:39] INFO: 127.0.0.1:36758 - &#34;POST /encode HTTP/1.1&#34; 200 OK
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[2025-05-03 07:35:39] The server is fired up and ready to roll!
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[2025-05-03 07:35:43] Prefill batch. #new-seq: 1, #new-token: 1, #cached-token: 3, token usage: 0.00, #running-req: 0, #queue-req: 0
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[2025-05-03 07:35:43] INFO: 127.0.0.1:36782 - &#34;POST /v1/embeddings HTTP/1.1&#34; 200 OK
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[2025-05-02 16:37:46] Prefill batch. #new-seq: 1, #new-token: 1, #cached-token: 3, token usage: 0.00, #running-req: 0, #queue-req: 0
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[2025-05-02 16:37:46] INFO: 127.0.0.1:40722 - &#34;POST /v1/embeddings HTTP/1.1&#34; 200 OK
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[2025-05-03 07:35:44] Prefill batch. #new-seq: 1, #new-token: 1, #cached-token: 3, token usage: 0.00, #running-req: 0, #queue-req: 0
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[2025-05-03 07:35:44] INFO: 127.0.0.1:36792 - &#34;POST /v1/embeddings HTTP/1.1&#34; 200 OK
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Last updated on May 02, 2025.
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Last updated on May 03, 2025.
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