Who should use LLaDA2.1 Flash?

LLaDA2.1 Flash is an open-source project built for developers.

Does LLaDA2.1 Flash have a free plan?

Yes — LLaDA2.1 Flash is open source under the Open Source license and free to use.

What platforms does LLaDA2.1 Flash run on?

LLaDA2.1 Flash runs on the web, the command line, and API.

Is LLaDA2.1 Flash still maintained?

Unverified. LLaDA2.1 Flash has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.

What projects are similar to LLaDA2.1 Flash?

Similar projects tracked by PulseGate include LLaDA2.1 Mini, LLaDA2.0 Mini, and LLaDA.

Who makes LLaDA2.1 Flash?

LLaDA2.1 Flash is developed by InclusionAI.

Is LLaDA2.1 Flash open source?

Yes — LLaDA2.1 Flash is open source under the Open Source license.

Back to the index

LLaDA2.1 Flash

Name: LLaDA2.1 Flash
Author: InclusionAI

huggingface.coInfrastructure

LLaDA2.1-flash is a language model from InclusionAI that features a sophisticated system prompt and chat template designed for detailed thinking, tool calling, and multi-step problem solving. It supports structured JSON function calls and is distributed as open weights on Hugging Face for integration into agentic workflows.

Open SourceWebCLIAPI

Visit huggingface.co

1alternative

4features

2025since

Overview

4 features

LLaDA2.1 Flash is a Reasoning project. It focuses on enabling reliable multi-step tool use and structured thinking in large language model applications. It is built as an open-source project for developers. The project is open source (Open Source). LLaDA2.1 Flash is available on the web, the command line, and API.

It is developed by InclusionAI. Among its 4 catalogued features are tool calling, multi-step reasoning, and structured output.

Summary written by a language model from the project’s public pages.

Tool calling
Multi-step reasoning
Structured output
Custom chat template

Built with & integrations

Hosting

AWS

AI providers

local_oss

Runs on

BrowserCLIAPI-only

Detected from

AWS: x-amz-cf-id header · x-amz-cf-pop header · via header
local_oss: bvllm in the HTML

Trust & compliance

License

Open Source

Verified signals

HTTPSPrivacy Policy Terms of ServiceOpen Source

Legal

Indexing history

What PulseGate has recorded for this listing

Indexed21 Jul · 13:31 UTC
inclusionAI/LLaDA2.1-flash verified against its public source
Source: PulseGate · Open

Frequently asked questions about LLaDA2.1 Flash

What does LLaDA2.1 Flash do?: LLaDA2.1 Flash focuses on enabling reliable multi-step tool use and structured thinking in large language model applications. It is catalogued under Reasoning on PulseGate.
Who should use LLaDA2.1 Flash?: LLaDA2.1 Flash is an open-source project built for developers.
Does LLaDA2.1 Flash have a free plan?: Yes — LLaDA2.1 Flash is open source under the Open Source license and free to use.
What platforms does LLaDA2.1 Flash run on?: LLaDA2.1 Flash runs on the web, the command line, and API.
Is LLaDA2.1 Flash still maintained?: Unverified. LLaDA2.1 Flash has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What projects are similar to LLaDA2.1 Flash?: Similar projects tracked by PulseGate include LLaDA2.1 Mini, LLaDA2.0 Mini, and LLaDA.LLaDA2.1 Mini LLaDA2.0 Mini LLaDA
Who makes LLaDA2.1 Flash?: LLaDA2.1 Flash is developed by InclusionAI.
Is LLaDA2.1 Flash open source?: Yes — LLaDA2.1 Flash is open source under the Open Source license.

At a glance

Pricing: Open Source
Platforms: CLI · Web
Languages: English
License: Open Source
Built for: developers
Model: Open source
Solves: Enabling reliable multi-step tool use and structured thinking in large language model applications.

Registered as

Hugging Face: inclusionAI/LLaDA2.1-flash

Developer

InclusionAI

Index record

Indexed: 21 Jul 2026
Lifecycle: Alive
Last seen: 21 Jul 2026

Identity audit (12)

Slug: inclusionai-llada2-1-flash-huggingface-co
Lifecycle last checked: 8 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 21 Jul 2026
Timeline basis: Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from: Derived from the project's own page and URL.
Category from: Recorded source: taxonomy-pass-a.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Canonical URL: https://huggingface.co/inclusionAI/LLaDA2.1-flash

Ship this? Send a correction — no account, and you get a link to follow it.

Similar projects

Closest matches by what these projects do