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LongCat মডেল: সংস্করণ, বৈশিষ্ট্য, GPU প্রয়োজন ও hosting

Meituan LongCat 2.0 is a frontier-scale sparse model for long-horizon coding and agentic tasks with official GPU and NPU deployment guidance.

Technical deployment reference illustration for LongCat
Reference deployment flow; exact architecture facts are listed separately.

পরিচিতি ও ইতিহাস

LongCat is an official Meituan model family represented here through independently verified release, checkpoint, license, runtime and hardware evidence. Meituan LongCat 2.0 is a frontier-scale sparse model for long-horizon coding and agentic tasks with official GPU and NPU deployment guidance. Current public releases are grouped by the General, Flash tracks so sibling sizes and specialist branches are not presented as false chronological generations.

FusionPointAI currently tracks 5 certified public LongCat releases. The catalogue preserves release dates and evaluates Current, Recent, Previous and Legacy status within each model track rather than by database insertion order.

Sparse 1.6T scale
Long-context training
SGLang deployment path

স্থাপত্য ও মডেলের পরিসর

The verified public range spans 69B to 1600B total parameters and context windows up to 1,048,576 টোকেন. Each release states whether it is dense or mixture-of-experts and records active parameters separately when the official source publishes them.

প্রকাশ্য release5
মডেলের track2
বর্তমান প্রজন্মLongCat Flash Lite Sparse
সর্বশেষ যাচাই2026-09-04T00:00:00.000000Z

স্থাপনা-পরিবেশ

Choose a specific LongCat release and certified checkpoint before sizing hardware. FusionPointAI rejects unknown runtime configurations, calculates resident memory from total model weights, then distinguishes globally compatible GPUs from currently rentable inventory.

Validate the exact checkpoint license, runtime version, precision kernel, context length, concurrency and multi-GPU topology. Active MoE parameters affect compute, but resident model memory continues to use total stored weights.

সাধারণ ব্যবহার

Coding agents
Long-horizon automation
Large-cluster inference

লাইসেন্সের সারাংশ

Licenses are certified per release, not inferred from the provider. Review the release page before commercial deployment because terms can differ between generations and variants.

Commercial-use status is a source-backed catalogue classification, not legal advice. Follow the linked official license and attribution requirements.

Release-এর সময়রেখা

meituan-longcat/longcat/longcat-20-int8

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সরকারি উৎস

উৎস revision: 4304ee600cccfba46ede45016d5125493d705e4492d3d299c0e829f5e1bc6b7c

meituan-longcat/longcat/longcat-20-fp8

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সরকারি উৎস

উৎস revision: 4f4d60a60774801748776b8f7fcb6fb0ec177a70907cadb31bbd713bb2466df2

meituan-longcat/longcat/longcat-20

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সরকারি উৎস

উৎস revision: 89f5612d7a473d37922c0d4841ef1d9264a49fe398c7b11fd90c9bcc16c6780c

meituan-longcat/longcat/longcat-flash-lite-sparse

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সরকারি উৎস

উৎস revision: 84a85c4a0529f4faea6ae9cdbef855d40ed557e6afe5f1449b1936c1f4af54d6

meituan-longcat/longcat/longcat-2

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সরকারি উৎস

উৎস revision: 413db86e4b84b1f8ea0026d6a0f24fe09928c10334caba6ae58a605bb6b10caf

meituan-longcat/LongCat-2.0 @ 2026-07-08T12:21:34Z

উৎসের বিবরণ

সরকারি উৎস

উৎস revision: 2026-07-08T12:21:34Z

meituan-longcat/LongCat-2.0-INT8 @ 2026-07-08T12:21:25Z

উৎসের বিবরণ

সরকারি উৎস

উৎস revision: 2026-07-08T12:21:25Z

সাধারণ জিজ্ঞাসা

Which LongCat release is current?

Current releases are LongCat 2.0, LongCat Flash Lite Sparse, evaluated within their respective tracks.

Can LongCat be self-hosted?

Only releases with a verified official checkpoint and supported runtime configuration are presented as deployable.

Which GPU should run LongCat?

GPU selection depends on the exact variant, checkpoint precision, context length and concurrency; use the release hardware recommendations rather than the family name alone.

সরকারি তথ্যসূত্র

সর্বশেষ যাচাই: 2026-09-04