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Use LongCat Flash Chat in Tabbit

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Use in Tabbit LongCat Flash Chat

LongCat Flash Chat · Model overview

Check the evidence before choosing a workflow

A compact view of reviewed task guides, public evaluations, and evidence boundaries. Client access still depends on your current account.

Task guides2
Review sources3
Sources reviewed0
Editor picks5

Model access and permissions must be checked in the current Tabbit account.

Find a guide by task

Extract structured data, build a visual prototype, or start a coding task.

All prompts and workflows
Agent workflow · API configurationUnverified

LongCat-Flash-Chat Official Chat Template and Tool-Calling Prompt

Use the official Round format and LongCat tool-call tags for one weather or order lookup, with explicit parameters, call order, and final-answer checks.

Prepare
User request, Tool JSON schema, Stubbed tool return, Acceptance rules
Runtime
Transformers or a LongCat-compatible service; a reachable tool stub.
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API configuration · stabilityUnverified

LongCat API Official Compatibility Format and Authentication Configuration

Configure an OpenAI-compatible client with the LongCat endpoint, authentication, and timeout, then run a logged health check before the real request.

Prepare
API base URL, API key stored outside the prompt, Model identifier, Health-check request, Timeout policy
Runtime
A LongCat API account and key; a client with base URL, bearer authentication, timeout, and request logging.
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Read evidence and limits

Public results use different versions, tiers, and harnesses; unknown values stay unknown.

All reviews and sources
Hugging Face (the official Meituan LongCat model card)Vendor report

LongCat-Flash-Chat Official Model Card: MoE Architecture, Benchmarks, and Tool Capabilities

The official card describes a 560B MoE with about 18.6B–31.3B dynamically active parameters, reports 89.71 on MMLU and 89.65 on IFEval, and documents LongCat tool tags.

Evidence
Vendor report
Boundary
Does not support production success-rate, current API latency, or universal schema compatibility; local hardware and routing are outside the card.
LongCat API Platform Change LogEditorial analysis

LongCat Official Change Log: Flash-Chat API Launch, Upgrades, and Retirement/Migration Boundaries

The official Change Log records Flash-Chat API launches, upgrades, and retirement or migration points; it is useful for endpoint support checks, not answer quality.

Evidence
Editorial analysis
Boundary
Does not support quality, latency, or quota comparisons; no fixed request set, region, or repeat sample is provided.
Reddit r/LocalLLaMAPersonal experience

Reddit: Community Observations on LongCat-Flash-Chat 560B MoE Speed and Local Deployment

A LocalLLaMA discussion covers agent capability and deployment expectations, useful for selecting hypotheses to test; it is not a reproducible benchmark.

Evidence
Personal experience
Boundary
Does not support a generalizable success rate or model rank; controls, fixed client, and complete logs are missing.

LongCat

Use LongCat Flash Chat in Tabbit

Explore sourced prompt guides, evaluations, and community reports for LongCat Flash Chat—then use the model directly in Tabbit.