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Medium

Arbitrary Code Execution via Unsafe torch.load() in Trainer Checkpoint Loading in huggingface/transformers

Type: advisorySources: OSV

A vulnerability in the HuggingFace Transformers library, specifically in the `Trainer` class, allows for arbitrary code execution. The `_load_rng_state()` method in `src/transformers/trainer.py` at line 3059 calls `torch.load()` without the `weights_only=True` parameter. This issue affects all versions of the library supporting `torch>=2.2` when used with PyTorch versions below 2.6, as the `safe_globals()` context manager provides no protection in these versions. An attacker can exploit this vulnerability by supplying a malicious checkpoint file, such as `rng_state.pth`, which can execute arbitrary code when loaded. The issue is resolved in version v5.0.0rc3.

Products
Not specified
Affected versions
Not specified
Fixed versions
Not specified
CVEs
CVE-2026-1839
Confirmed fixed CVEs
Not specified
Updated in this feed
5 Nov 2026, 04:25 UTC · Revision 1

Source evidence

Arbitrary Code Execution via Unsafe torch.load() in Trainer Checkpoint Loading in huggingface/transformers

core-osv · Original source

Published 7 Apr 2026, 05:22 UTC

A vulnerability in the HuggingFace Transformers library, specifically in the `Trainer` class, allows for arbitrary code execution. The `_load_rng_state()` method in `src/transformers/trainer.py` at line 3059 calls `torch.load()` without the `weights_only=True` parameter. This issue affects all versions of the library supporting `torch>=2.2` when used with PyTorch versions below 2.6, as the `safe_globals()` context manager provides no protection in these versions. An attacker can exploit this vulnerability by supplying a malicious checkpoint file, such as `rng_state.pth`, which can execute arbitrary code when loaded. The issue is resolved in version v5.0.0rc3.

osv:CVE-2026-1839
Complete source record
{
  "id": "f98c3fe258f9397198cd04f82edee7e379977f00ff51f6491bedb8931eb75623",
  "url": "https://osv.dev/vulnerability/CVE-2026-1839",
  "method": "structured",
  "payload": {
    "kind": "advisory",
    "title": "Arbitrary Code Execution via Unsafe torch.load() in Trainer Checkpoint Loading in huggingface/transformers",
    "summary": "A vulnerability in the HuggingFace Transformers library, specifically in the `Trainer` class, allows for arbitrary code execution. The `_load_rng_state()` method in `src/transformers/trainer.py` at line 3059 calls `torch.load()` without the `weights_only=True` parameter. This issue affects all versions of the library supporting `torch>=2.2` when used with PyTorch versions below 2.6, as the `safe_globals()` context manager provides no protection in these versions. An attacker can exploit this vulnerability by supplying a malicious checkpoint file, such as `rng_state.pth`, which can execute arbitrary code when loaded. The issue is resolved in version v5.0.0rc3.",
    "evidence": "osv:CVE-2026-1839",
    "products": [],
    "severity": "medium",
    "structured": {
      "id": "CVE-2026-1839",
      "aliases": [
        "CVE-2026-1839",
        "GHSA-69w3-r845-3855",
        "PYSEC-2026-2288"
      ],
      "metrics": [
        {
          "type": "CVSS_V3",
          "score": "CVSS:3.0/AV:L/AC:H/PR:N/UI:R/S:U/C:H/I:L/A:H"
        }
      ],
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              "type": "GIT",
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                {
                  "fixed": "08810b1e278938278c50153ee1edfd7a20a759da"
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                  "fixed": "03c8082ba4594c9b8d6fe190ca9bed0e5f8ca396"
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          "versions": [
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          "database_specific": {
            "source": "https://storage.googleapis.com/cve-osv-conversion/osv-output/CVE-2026-1839.json"
          }
        }
      ],
      "modified": "2026-10-28T02:30:42.509447413Z",
      "provider": "osv",
      "references": [
        "https://huntr.com/bounties/3c77bb97-e493-493d-9a88-c57f5c536485",
        "https://github.com/CVEProject/cvelistV5/tree/main/cves/2026/1xxx/CVE-2026-1839.json",
        "https://nvd.nist.gov/vuln/detail/CVE-2026-1839",
        "https://github.com/huggingface/transformers/commit/03c8082ba4594c9b8d6fe190ca9bed0e5f8ca396"
      ],
      "provider_metadata": {
        "cwe_ids": [
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        ],
        "cna_assigner": "@huntr_ai",
        "osv_generated_from": "https://github.com/CVEProject/cvelistV5/tree/main/cves/2026/1xxx/CVE-2026-1839.json"
      }
    },
    "related_cves": [
      {
        "value": "CVE-2026-1839",
        "evidence": "/id"
      }
    ],
    "security_relevant": true,
    "severity_evidence": "/severity/0/score"
  },
  "source_id": "core-osv",
  "document_id": 510293,
  "published_at": "2026-04-07T05:22:00.959+00:00"
}