wehub-resource-sync
120 lines
3.0 KiB
ReStructuredText
120 lines
3.0 KiB
ReStructuredText
.. _recipe_minimax_m2:
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MiniMax M2 series
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=================
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Validated models
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----------------
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- `MiniMaxAI/MiniMax-M2 <https://huggingface.co/MiniMaxAI/MiniMax-M2>`_
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- `MiniMaxAI/MiniMax-M2.5 <https://huggingface.co/MiniMaxAI/MiniMax-M2.5>`_
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- `MiniMaxAI/MiniMax-M2.7 <https://huggingface.co/MiniMaxAI/MiniMax-M2.7>`_
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.. tab-set::
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:sync-group: engine
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.. tab-item:: vLLM
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**Engine documentation:**
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`MiniMax-M2 in vLLM supported models
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<https://docs.vllm.ai/en/latest/models/supported_models.html#text-generation>`_
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(architecture ``MiniMaxM2ForCausalLM``).
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**Status:** Validated with LMCache.
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Start the LMCache MP server:
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.. code-block:: bash
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lmcache server --l1-size-gb 100 --eviction-policy LRU
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Start vLLM with the LMCache MP connector:
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**MiniMax-M2** (8 GPUs):
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.. code-block:: bash
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vllm serve MiniMaxAI/MiniMax-M2 \
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--tensor-parallel-size 8 \
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--trust-remote-code \
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--kv-transfer-config \
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'{"kv_connector":"LMCacheMPConnector", "kv_role":"kv_both"}'
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**MiniMax-M2.5** (4 GPUs):
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.. code-block:: bash
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vllm serve MiniMaxAI/MiniMax-M2.5 \
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--tensor-parallel-size 4 \
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--trust-remote-code \
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--enable-auto-tool-choice \
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--tool-call-parser minimax_m2 \
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--reasoning-parser minimax_m2 \
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--kv-transfer-config \
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'{"kv_connector":"LMCacheMPConnector", "kv_role":"kv_both"}'
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**MiniMax-M2.7** (4 GPUs):
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.. code-block:: bash
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vllm serve MiniMaxAI/MiniMax-M2.7 \
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--tensor-parallel-size 4 \
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--trust-remote-code \
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--enable-auto-tool-choice \
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--tool-call-parser minimax_m2 \
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--reasoning-parser minimax_m2 \
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--kv-transfer-config \
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'{"kv_connector":"LMCacheMPConnector", "kv_role":"kv_both"}'
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Adjust ``--tensor-parallel-size`` to match your hardware. For the
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generic LMCache + vLLM wiring (ports, remote hosts),
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see :doc:`../getting_started/quickstart`.
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If there are any issues with vLLM setup, please refer to the
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`vLLM Recipes <https://docs.vllm.ai/projects/recipes/en/latest/index.html>`_
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for more details.
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.. tab-item:: SGLang
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**Engine documentation:**
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`MiniMax-M2 SGLang cookbook
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<https://docs.sglang.io/cookbook/autoregressive/MiniMax/MiniMax-M2>`_,
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`MiniMax M2.5/M2.1/M2 usage guide
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<https://docs.sglang.io/docs/basic_usage/minimax_m2>`_.
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**Status:** Not validated with LMCache.
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.. tab-item:: TRT-LLM
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**Status:** Supported. See :doc:`../getting_started/quickstart` for TRT-LLM + LMCache setup.
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CacheBlend support
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------------------
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Compression support
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-------------------
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.. list-table::
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:header-rows: 1
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:widths: 25 20 55
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* - Method
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- Status
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- Notes
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* - :doc:`CacheGen <../kv_cache_optimizations/compression/cachegen>`
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- Not validated
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-
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Caveats
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-------
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None known.
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