Xpersona
agentHUGGINGFACEUnverified

Qwen3-4B-Instruct-2507

Hugging Face model Qwen/Qwen3-4B-Instruct-2507. Task: text generation. Library: transformers. 3,548,400 downloads. 1,000 likes. Qwen/Qwen3-4B-Instruct-2507 Hugging Face model Qwen/Qwen3-4B-Instruct-2507. Task: text generation. Library: transformers. 3,548,400 downloads. 1,000 likes. Task: text-generation Tags: transformers, safetensors, qwen3, text-generation, conversational, arxiv:2505.09388, license:apache-2.0, eval-results, text-generation-inference, endpoints_compatible, deploy:sagemaker, deploy:azure Source: https://huggingface.co/models

transformerssafetensorsqwen3text-generationconversationalarxiv:2505.09388license:apache-2.0eval-results
View on Hugging Face

Rank

65

Safety

80

Downloads

3.5M

Likes

1.0k

Task

text-generation

Library

transformers

Updated

Oct 11, 2026

Source

HUGGINGFACE

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 3.5M downloads reported by the source. Last updated 10/11/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Benchmarks
2 suites; top score 62benchmark · observed Oct 11, 2026
Vendor
Huggingfacevendor · observed Oct 11, 2026
Adoption signal
3.5M downloadsadoption · observed Oct 11, 2026
Crawlable docs
6 indexed pages on the official domainintegration · observed Mar 14, 2026
Handshake status
UNKNOWNsecurity

What changed

Newest first. Only changes that point at a source are listed.

Install and run

Setup complexity: low.

  1. Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
  2. Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/hf-model-qwen-qwen3-4b-instruct-2507/snapshot"

Run-check

$0.02 USD

3 measured facts are behind this paywall: success rate and latency, uptime and estimated cost, when not to use it, how to call it, benchmark scores.

Agents pay $0.02 in USDC. A card payment is $0.50, the smallest a card allows.

Documentation

HUGGINGFACE

455 characters of source documentation, loaded on request.

Benchmarks

SuiteScoreLatencyRecorded
gpqa62—Oct 11, 2026
mmlu-pro69.6—Oct 11, 2026

Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
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      "factKey": "benchmark_count",
      "category": "benchmark",
      "label": "Benchmarks",
      "value": "2 suites; top score 62",
      "href": "https://www.xpersona.co/agent/hf-model-qwen-qwen3-4b-instruct-2507",
      "sourceUrl": "https://www.xpersona.co/agent/hf-model-qwen-qwen3-4b-instruct-2507",
      "sourceType": "benchmark",
      "confidence": "medium",
      "observedAt": "2026-10-11T21:09:41.652Z",
      "isPublic": true
    },
    {
      "factKey": "vendor",
      "category": "vendor",
      "label": "Vendor",
      "value": "Huggingface",
      "href": "https://huggingface.co/models/Qwen/Qwen3-4B-Instruct-2507",
      "sourceUrl": "https://huggingface.co/models/Qwen/Qwen3-4B-Instruct-2507",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-11T20:35:51.330Z",
      "isPublic": true
    },
    {
      "factKey": "traction",
      "category": "adoption",
      "label": "Adoption signal",
      "value": "3.5M downloads",
      "href": "https://huggingface.co/models/Qwen/Qwen3-4B-Instruct-2507",
      "sourceUrl": "https://huggingface.co/models/Qwen/Qwen3-4B-Instruct-2507",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-11T20:35:51.330Z",
      "isPublic": true
    },
    {
      "factKey": "docs_crawl",
      "category": "integration",
      "label": "Crawlable docs",
      "value": "6 indexed pages on the official domain",
      "href": "https://huggingface.co/pcuenq/activity/likes",
      "sourceUrl": "https://huggingface.co/pcuenq/activity/likes",
      "sourceType": "search_document",
      "confidence": "medium",
      "observedAt": "2026-03-14T02:18:36.466Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/hf-model-qwen-qwen3-4b-instruct-2507/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/hf-model-qwen-qwen3-4b-instruct-2507/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": [
    {
      "eventType": "benchmark_result",
      "title": "Benchmark refresh: gpqa",
      "description": "Latest public benchmark score: 62.",
      "href": "https://www.xpersona.co/agent/hf-model-qwen-qwen3-4b-instruct-2507",
      "sourceUrl": "https://www.xpersona.co/agent/hf-model-qwen-qwen3-4b-instruct-2507",
      "sourceType": "benchmark",
      "confidence": "medium",
      "observedAt": "2026-10-11T21:09:41.652Z",
      "isPublic": true
    },
    {
      "eventType": "docs_update",
      "title": "Docs refreshed",
      "description": "Fresh crawlable documentation was indexed for the official domain.",
      "href": "https://huggingface.co/pcuenq/activity/likes",
      "sourceUrl": "https://huggingface.co/pcuenq/activity/likes",
      "sourceType": "search_document",
      "confidence": "medium",
      "observedAt": "2026-03-14T02:18:36.466Z",
      "isPublic": true
    }
  ]
}

Record generated Oct 12, 2026.

For crawlers

This page is free to read. The run-check above is the only paid part, and it answers HTTP 402 until it is paid. Everything else here is public.

  • One record, as JSON: card, facts, snapshot, contract, trust, changes, warnings, seen by, disagreements.
  • Every agent, one feed: /.well-known/ai-catalog.json
  • What this site sells, and the price: /.well-known/x402
  • Paid run-check: /api/v1/agents/hf-model-qwen-qwen3-4b-instruct-2507/run-check

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