Mention FastChat-vLLM integration in README#236
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LGTM! This is actually more clear!
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…ct#236) FILL IN THE PR DESCRIPTION HERE FIX #HabanaAI#198 After this change, we can see tool_calls can be returned successfully ``` bash Compiling FSM index for all state transitions: 100%|████████████████████████████████████████████████████████████████████████| 55/55 [00:01<00:00, 32.86it/s]INFO 09-04 02:15:34 metrics.py:406] Avg prompt throughput: 0.0 tokens/s, Avg generation throughput: 0.0 tokens/s, Running: 0 reqs, Swapped: 0 reqs, Pending: 0 reqs, GPU KV cache usage: 0.0%, CPU KV cache usage: 0.0%. INFO 09-04 02:15:34 logger.py:36] Received request chat-0fd03b03ae05473488d9bce566401d91: prompt: "<|im_start|>user\nWhat's the weather like in Boston today?<|im_end|>\n<|im_start|>assistant\n", params: SamplingParams(n=1, best_of=1, presence_penalty=0.0, frequency_penalty=0.0, repetition_penalty=1.0, temperature=0.7, top_p=1.0, top_k=-1, min_p=0.0, seed=None, use_beam_search=False, length_penalty=1.0, early_stopping=False, stop=[], stop_token_ids=[], include_stop_str_in_output=False, ignore_eos=False, max_tokens=1000, min_tokens=0, logprobs=None, prompt_logprobs=None, skip_special_tokens=True, spaces_between_special_tokens=True, truncate_prompt_tokens=None), prompt_token_ids: [27, 91, 318, 5011, 91, 29, 882, 198, 3923, 596, 279, 9282, 1093, 304, 10406, 3432, 76514, 91, 318, 6345, 91, 397, 27, 91, 318, 5011, 91, 29, 78191, 198], lora_request: None, prompt_adapter_request: None. INFO 09-04 02:15:34 async_llm_engine.py:173] Added request chat-0fd03b03ae05473488d9bce566401d91. INFO 09-04 02:15:36 async_llm_engine.py:140] Finished request chat-0fd03b03ae05473488d9bce566401d91. INFO: 127.0.0.1:40452 - "POST /v1/chat/completions HTTP/1.1" 200 OK Message: ChatCompletionMessage(content='', refusal=None, role='assistant', function_call=None, tool_calls=[ChatCompletionMessageToolCall(id='chatcmpl-tool-af3eac9372144f959ed0df7e16cf5da4', function=Function(arguments='{ "location": "Boston, MA", "unit": "fahrenheit" }', name='get_current_weather'), type='function')]) ``` **BEFORE SUBMITTING, PLEASE READ THE CHECKLIST BELOW AND FILL IN THE DESCRIPTION ABOVE** --- <details> <!-- inside this <details> section, markdown rendering does not work, so we use raw html here. --> <summary><b> PR Checklist (Click to Expand) </b></summary> <p>Thank you for your contribution to vLLM! Before submitting the pull request, please ensure the PR meets the following criteria. This helps vLLM maintain the code quality and improve the efficiency of the review process.</p> <h3>PR Title and Classification</h3> <p>Only specific types of PRs will be reviewed. The PR title is prefixed appropriately to indicate the type of change. Please use one of the following:</p> <ul> <li><code>[Bugfix]</code> for bug fixes.</li> <li><code>[CI/Build]</code> for build or continuous integration improvements.</li> <li><code>[Doc]</code> for documentation fixes and improvements.</li> <li><code>[Model]</code> for adding a new model or improving an existing model. Model name should appear in the title.</li> <li><code>[Frontend]</code> For changes on the vLLM frontend (e.g., OpenAI API server, <code>LLM</code> class, etc.) </li> <li><code>[Kernel]</code> for changes affecting CUDA kernels or other compute kernels.</li> <li><code>[Core]</code> for changes in the core vLLM logic (e.g., <code>LLMEngine</code>, <code>AsyncLLMEngine</code>, <code>Scheduler</code>, etc.)</li> <li><code>[Hardware][Vendor]</code> for hardware-specific changes. Vendor name should appear in the prefix (e.g., <code>[Hardware][AMD]</code>).</li> <li><code>[Misc]</code> for PRs that do not fit the above categories. 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mht-sharma
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Oct 30, 2024
* cuda graph + num-scheduler-steps bug fix * cuda graph + num-scheduler-steps bug fix * linting
wuhuikx
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Mar 27, 2025
### What this PR does / why we need it? support MTP. ### Does this PR introduce _any_ user-facing change? can use num_speculative_tokens=1 turn on MTP in deepseekv3/r1 model. ### How was this patch tested? tests/spec_decode/e2e/test_mtp_correctness.py passed. --------- Signed-off-by: mengwei805 <mengwei25@huawei.com> Co-authored-by: mengwei805 <mengwei25@huawei.com>
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Please use the more precise term "FastChat-vLLM integration" when mentioning anything related to Chatbot Arena.
Otherwise, people will get confused and think we are deprecating FastChat.
lm-sys/FastChat#1775