Created
November 22, 2025 08:04
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vLLM Bug Reproduction
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| ``` | |
| Connecting to vLLM server at localhost:8000 | |
| Request: Calculate 15 + 27 using the add_numbers function | |
| Streaming response: | |
| -------------------------------------------------- | |
| Chunk 1: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
| { | |
| "delta": { | |
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| "function_call": null, | |
| "refusal": null, | |
| "role": "assistant", | |
| "tool_calls": null | |
| }, | |
| "finish_reason": null, | |
| "index": 0, | |
| "logprobs": null | |
| } | |
| ], | |
| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
| "service_tier": null, | |
| "system_fingerprint": null, | |
| "usage": null, | |
| "prompt_token_ids": [ | |
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| ] | |
| } | |
| Chunk 2: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
| { | |
| "delta": { | |
| "content": "<think>", | |
| "function_call": null, | |
| "refusal": null, | |
| "role": null, | |
| "tool_calls": null | |
| }, | |
| "finish_reason": null, | |
| "index": 0, | |
| "logprobs": null, | |
| "token_ids": [ | |
| 151667 | |
| ] | |
| } | |
| ], | |
| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
| "service_tier": null, | |
| "system_fingerprint": null, | |
| "usage": null | |
| } | |
| Text: '<think>' | |
| Token IDs: [151667] | |
| Chunk 3: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
| { | |
| "delta": { | |
| "content": "\n", | |
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| ], | |
| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
| "service_tier": null, | |
| "system_fingerprint": null, | |
| "usage": null | |
| } | |
| Text: '\n' | |
| Token IDs: [198] | |
| Chunk 4: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
| { | |
| "delta": { | |
| "content": "Okay", | |
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| "refusal": null, | |
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| 32313 | |
| ] | |
| } | |
| ], | |
| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
| "service_tier": null, | |
| "system_fingerprint": null, | |
| "usage": null | |
| } | |
| Text: 'Okay' | |
| Token IDs: [32313] | |
| Chunk 5: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
| { | |
| "delta": { | |
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| 11 | |
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| } | |
| ], | |
| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
| "service_tier": null, | |
| "system_fingerprint": null, | |
| "usage": null | |
| } | |
| Text: ',' | |
| Token IDs: [11] | |
| Chunk 6: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
| { | |
| "delta": { | |
| "content": " the", | |
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| ], | |
| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
| "service_tier": null, | |
| "system_fingerprint": null, | |
| "usage": null | |
| } | |
| Text: ' the' | |
| Token IDs: [279] | |
| Chunk 7: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
| { | |
| "delta": { | |
| "content": " user", | |
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| 1196 | |
| ] | |
| } | |
| ], | |
| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
| "service_tier": null, | |
| "system_fingerprint": null, | |
| "usage": null | |
| } | |
| Text: ' user' | |
| Token IDs: [1196] | |
| Chunk 8: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
| { | |
| "delta": { | |
| "content": " wants", | |
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| "refusal": null, | |
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| }, | |
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| 6801 | |
| ] | |
| } | |
| ], | |
| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
| "service_tier": null, | |
| "system_fingerprint": null, | |
| "usage": null | |
| } | |
| Text: ' wants' | |
| Token IDs: [6801] | |
| Chunk 9: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
| { | |
| "delta": { | |
| "content": " me", | |
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| 752 | |
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| } | |
| ], | |
| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
| "service_tier": null, | |
| "system_fingerprint": null, | |
| "usage": null | |
| } | |
| Text: ' me' | |
| Token IDs: [752] | |
| Chunk 10: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
| { | |
| "delta": { | |
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| } | |
| ], | |
| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
| "service_tier": null, | |
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| "usage": null | |
| } | |
| Text: ' to' | |
| Token IDs: [311] | |
| Chunk 11: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
| { | |
| "delta": { | |
| "content": " calculate", | |
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| 11047 | |
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| } | |
| ], | |
| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
| "service_tier": null, | |
| "system_fingerprint": null, | |
| "usage": null | |
| } | |
| Text: ' calculate' | |
| Token IDs: [11047] | |
| Chunk 12: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
| { | |
| "delta": { | |
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| 220 | |
| ] | |
| } | |
| ], | |
| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
| "service_tier": null, | |
| "system_fingerprint": null, | |
| "usage": null | |
| } | |
| Text: ' ' | |
| Token IDs: [220] | |
| Chunk 13: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
| { | |
| "delta": { | |
| "content": "1", | |
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| 16 | |
| ] | |
| } | |
| ], | |
| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
| "service_tier": null, | |
| "system_fingerprint": null, | |
| "usage": null | |
| } | |
| Text: '1' | |
| Token IDs: [16] | |
| Chunk 14: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
| { | |
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| } | |
| ], | |
| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
| "service_tier": null, | |
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| "usage": null | |
| } | |
| Text: '5' | |
| Token IDs: [20] | |
| Chunk 15: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
| { | |
| "delta": { | |
| "content": " +", | |
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| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
| "service_tier": null, | |
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| "usage": null | |
| } | |
| Text: ' +' | |
| Token IDs: [488] | |
| Chunk 16: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
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| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
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| } | |
| Text: ' ' | |
| Token IDs: [220] | |
| Chunk 17: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
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| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
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| } | |
| Text: '2' | |
| Token IDs: [17] | |
| Chunk 18: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
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| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
| "service_tier": null, | |
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| "usage": null | |
| } | |
| Text: '7' | |
| Token IDs: [22] | |
| Chunk 19: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
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| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
| "service_tier": null, | |
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| } | |
| Text: ' using' | |
| Token IDs: [1667] | |
| Chunk 20: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
| { | |
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| "content": " the", | |
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| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
| "service_tier": null, | |
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| } | |
| Text: ' the' | |
| Token IDs: [279] | |
| Chunk 21: | |
| { | |
| "id": "chatcmpl-828de8d05e1840e3abfff755f7b801f2", | |
| "choices": [ | |
| { | |
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| "object": "chat.completion.chunk", | |
| "service_tier": null, | |
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| } | |
| Text: ' add' | |
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| "function_call": null, | |
| "refusal": null, | |
| "role": null, | |
| "tool_calls": null | |
| }, | |
| "finish_reason": "tool_calls", | |
| "index": 0, | |
| "logprobs": null, | |
| "stop_reason": null, | |
| "token_ids": [ | |
| 151645 | |
| ] | |
| } | |
| ], | |
| "created": 1763619098, | |
| "model": "/home/admin/Qwen3-4B/", | |
| "object": "chat.completion.chunk", | |
| "service_tier": null, | |
| "system_fingerprint": null, | |
| "usage": null | |
| } | |
| Token IDs: [151645] | |
| -------------------------------------------------- | |
| Total chunks received: 97 | |
| Accumulated text: "<think>\nOkay, the user wants me to calculate 15 + 27 using the add_numbers function. Let me check the function's parameters. The function requires two integers, a and b. So I need to set a to 15 and b to 27. I'll format the tool call as specified, making sure the JSON is correct. Let me double-check the syntax. Yes, that should work.\n</think>\n\n" | |
| Total tokens: 96 | |
| Token IDs: [151667, 198, 32313, 11, 279, 1196, 6801, 752, 311, 11047, 220, 16, 20, 488, 220, 17, 22, 1667, 279, 912, 32964, 729, 13, 6771, 752, 1779, 279, 729, 594, 5029, 13, 576, 729, 7460, 1378, 25780, 11, 264, 323, 293, 13, 2055, 358, 1184, 311, 738, 264, 311, 220, 16, 20, 323, 293, 311, 220, 17, 22, 13, 358, 3278, 3561, 279, 5392, 1618, 438, 5189, 11, 3259, 2704, 279, 4718, 374, 4396, 13, 6771, 752, 1990, 15934, 279, 19482, 13, 7414, 11, 429, 1265, 975, 624, 151668, 271, 497, 788, 220, 17, 22, 11248, 151645] | |
| Accumulated tool calls: [ChoiceDeltaToolCall(index=0, id='chatcmpl-tool-be7972d4ed3e4209a22fb1a708e99636', function=ChoiceDeltaToolCallFunction(arguments=None, name='add_numbers'), type='function'), ChoiceDeltaToolCall(index=0, id=None, function=ChoiceDeltaToolCallFunction(arguments='{"a":', name=None), type=None), ChoiceDeltaToolCall(index=0, id=None, function=ChoiceDeltaToolCallFunction(arguments=' ', name=None), type=None), ChoiceDeltaToolCall(index=0, id=None, function=ChoiceDeltaToolCallFunction(arguments='2', name=None), type=None), ChoiceDeltaToolCall(index=0, id=None, function=ChoiceDeltaToolCallFunction(arguments='7', name=None), type=None), ChoiceDeltaToolCall(index=0, id=None, function=ChoiceDeltaToolCallFunction(arguments='}', name=None), type=None)] | |
| Decoded accumulated_tokens: '<think>\nOkay, the user wants me to calculate 15 + 27 using the add_numbers function. Let me check the function\'s parameters. The function requires two integers, a and b. So I need to set a to 15 and b to 27. I\'ll format the tool call as specified, making sure the JSON is correct. Let me double-check the syntax. Yes, that should work.\n</think>\n\n",": 27}}\n<|im_end|>' | |
| ✓ Token IDs successfully received from vLLM! | |
| ``` |
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