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Interfaze 1 Lite

huggingface.coInfrastructure

PulseGate's liveness check found it on 5 Oct 2026; it is registered on GitHub and has been in the index since 5 Oct 2026. How this is checked

Interfaze-1-lite is an Apache-2.0 open-weight multimodal model distributed through Hugging Face. It supports image-text-to-image processing, OCR, document understanding, speech recognition, object detection, GUI grounding, translation, and structured outputs for developers and researchers.

Inferred · not functionally tested

Open SourceApache-2.0WebCLISelf-hostedAPI
Interfaze 1 Lite preview
Visit huggingface.co

Overview

6 features

Purpose: Running multimodal document understanding and deterministic computer interaction tasks with an open-weight model.

Inferred · not functionally tested

Audience: AI developers and researchers

Inferred · not functionally tested

Functions: data_extraction, agents

Inferred · not functionally tested

Interfaces: API: indicated (inferred, not tested) · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: Apache-2.0 · platforms: CLI, WEB · deployment: browser, cli, self_hosted, api_only

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: huggingface.co · github.com. These links do not verify the individual claims.

In the Multimodal & vision space, Interfaze 1 Lite takes a focused approach. Inferred · not functionally tested: It focuses on running multimodal document understanding and deterministic computer interaction tasks with an open-weight model. Inferred · not functionally tested: It is built as an open-source project for AI developers and researchers. Basis unknown · not verified: The project is open source (Apache-2.0). Basis unknown · not verified: It runs on the web, the command line, and API, and it can be self-hosted.

Behind Interfaze 1 Lite is Interfaze, and it first shipped in 2026. Development happens publicly on GitHub with 3 commits in the last 90 days. Inferred · not functionally tested: Key capabilities include document understanding, OCR, and speech recognition.

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

Tasks: Inferred · not functionally tested

  • Document understanding
  • OCR
  • Speech recognition
  • Speaker diarization
  • Object detection
  • GUI grounding

Topics: Inferred · not functionally tested

Tags
open-weight-modelmultimodal-visiondocument-understandinggui-groundingocr
AI capabilities
TextImageAudioMultimodalStructured
Inference: LocalWeights: Open

JSON profile · Text profile · Access guide

Built with & integrations

Framework
FastAPI
Hosting
AWS
AI providers
anthropicopenaigoogle_geminilocal_oss
Runs on
BrowserCLISelf-hostedAPI-only
Detected from
AWS
x-amz-cf-id header · x-amz-cf-pop header · via header
openai
bgpt- in the HTML · dall- in the HTML
anthropic
bclaude in the HTML · bclaude- in the HTML
local_oss
bvllm in the HTML
google_gemini
bgemini- in the HTML

Trust & compliance

License
Apache-2.0
Public signals
HTTPSPrivacy PolicyTerms of ServiceOpen SourceFree tierGitHubActive maintenance
Legal
Privacy Policy Terms of Service

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed5 Oct · 17:29 UTC
    Interfaze-1-lite: the first open-weight model for deterministic task seen via Hacker News firehose (Algolia)
    Source: Hacker News firehose (Algolia) · Open

Frequently asked questions about Interfaze 1 Lite

What is Interfaze 1 Lite?
Inferred · not functionally tested: Interfaze 1 Lite focuses on running multimodal document understanding and deterministic computer interaction tasks with an open-weight model. It is catalogued under Multimodal & vision on PulseGate.
Who should use Interfaze 1 Lite?
Inferred · not functionally tested: Interfaze 1 Lite is an open-source project built for AI developers and researchers.
Does Interfaze 1 Lite have a free plan?
Basis unknown · not verified: Yes — Interfaze 1 Lite is open source under the Apache-2.0 license and free to use.
What platforms does Interfaze 1 Lite run on?
Basis unknown · not verified: Interfaze 1 Lite runs on the web, the command line, and API. It can also be self-hosted.
Is Interfaze 1 Lite still active?
PulseGate's liveness check found it on 5 Oct 2026. Its GitHub repository shows 3 commits in the last 90 days.
Who makes Interfaze 1 Lite?
Interfaze 1 Lite is developed by Interfaze.
When did Interfaze 1 Lite launch?
Interfaze 1 Lite first shipped in 2026.
Is Interfaze 1 Lite open source?
Basis unknown · not verified: Yes — Interfaze 1 Lite is open source under the Apache-2.0 license, developed on GitHub.

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