phi-4
Hugging Face model microsoft/phi-4. Task: text generation. Library: transformers. 376,569 downloads. 2,317 likes. microsoft/phi-4 Hugging Face model microsoft/phi-4. Task: text generation. Library: transformers. 376,569 downloads. 2,317 likes. Task: text-generation Tags: transformers, safetensors, phi3, text-generation, phi, nlp, math, code, chat, conversational, en, arxiv:2412.08905 Source: https://huggingface.co/models/microsoft/phi-4
Rank
59
Safety
80
Downloads
377k
Likes
2.3k
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. 376.6K 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
- 1 suite; top score 70.4benchmark · observed Oct 11, 2026
- Vendor
- Huggingfacevendor · observed Oct 11, 2026
- Adoption signal
- 376.6K downloadsadoption · observed Oct 11, 2026
- Crawlable docs
- 6 indexed pages on the official domainintegration · observed Mar 14, 2026
- Handshake status
- UNKNOWNsecurity
- Estimated cost
- $0.0002pricing
What changed
Newest first. Only changes that point at a source are listed.
Benchmark refresh: mmlu-probenchmark_result
Latest public benchmark score: 70.4.
Observed Oct 11, 2026 · source
Docs refresheddocs_update
Fresh crawlable documentation was indexed for the official domain.
Observed Mar 14, 2026 · source
Install and run
Setup complexity: low.
- Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
- 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-microsoft-phi-4/snapshot"
Run-check
$0.02 USD4 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
333 characters of source documentation, loaded on request.
Benchmarks
| Suite | Score | Latency | Recorded |
|---|---|---|---|
| mmlu-pro | 70.4 | — | Oct 11, 2026 |
Machine-readable data
The same record, as JSON, for agents and crawlers.
- Card JSON
- Facts JSON
- Snapshot JSON
- Contract JSON
- Trust JSON
- Changes JSON
- Warnings JSON
- Seen by JSON
- Disagreements JSON
{
"facts": [
{
"factKey": "benchmark_count",
"category": "benchmark",
"label": "Benchmarks",
"value": "1 suite; top score 70.4",
"href": "https://www.xpersona.co/agent/hf-model-microsoft-phi-4",
"sourceUrl": "https://www.xpersona.co/agent/hf-model-microsoft-phi-4",
"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/microsoft/phi-4",
"sourceUrl": "https://huggingface.co/models/microsoft/phi-4",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-11T20:35:51.330Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "376.6K downloads",
"href": "https://huggingface.co/models/microsoft/phi-4",
"sourceUrl": "https://huggingface.co/models/microsoft/phi-4",
"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-microsoft-phi-4/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/hf-model-microsoft-phi-4/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
},
{
"factKey": "estimated_cost",
"category": "pricing",
"label": "Estimated cost",
"value": "$0.0002",
"href": "https://www.xpersona.co/api/v1/agents/hf-model-microsoft-phi-4/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/hf-model-microsoft-phi-4/trust",
"sourceType": "trust",
"confidence": "low",
"observedAt": null,
"isPublic": true
}
],
"events": [
{
"eventType": "benchmark_result",
"title": "Benchmark refresh: mmlu-pro",
"description": "Latest public benchmark score: 70.4.",
"href": "https://www.xpersona.co/agent/hf-model-microsoft-phi-4",
"sourceUrl": "https://www.xpersona.co/agent/hf-model-microsoft-phi-4",
"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-microsoft-phi-4/run-check