Description
A flaw has been found in R6410418 Jackrong-llm-finetuning-guide up to ef2b17f2798cd18cd85375080c35a58397ad0d09. This affects the function validate_indexed_tensors of the file qwen-mtp-gguf/scripts/qwen_mtp_gguf_pipeline.py. Executing a manipulation of the argument weight_map can lead to path traversal. The attack may be performed from remote. The exploit has been published and may be used. This product utilizes a rolling release system for continuous delivery, and as such, version information for affected or updated releases is not disclosed. The project was informed of the problem early through an issue report but has not responded yet.
Published: 2026-10-21
Score: 5.1 Medium
EPSS: < 1% Very Low
KEV: No
Impact: Path Traversal
Action: Apply Fix
AI Analysis

Impact

A flaw exists in the validate_indexed_tensors function of the qwen_mtp_gguf_pipeline.py script used by the Jackrong‑llm‑finetuning‑guide project. An attacker can supply a manipulated weight_map argument that causes the function to resolve and open file paths outside a intended directory, enabling the reading of arbitrary files on the host. This path traversal vulnerability is assigned a CVSS score of 5.1, indicating a moderate impact that can compromise confidentiality and potentially aid further exploitation.

Affected Systems

All clones or Docker images of the Jackrong‑llm‑finetuning‑guide that include code up to commit ef2b17f2798cd18cd85375080c35a58397ad0d09 are affected. Because the project uses a rolling‑release model, there is no fixed version number, but any instance that has not been updated beyond that patch commit remains vulnerable.

Risk and Exploitability

The EPSS score of < 1 % suggests that exploitation is unlikely in the wild, and the vulnerability is not listed in the CISA KEV catalog. However, a proof‑of‑concept exploit has been published, and the attack may be performed remotely by delivering a crafted weight_map argument to the vulnerable function. The attack does not require arbitrary code execution beyond invoking the script with malicious input, so the main risk lies in potential data disclosure. Overall, the risk remains moderate, with a low probability of exploitation but potentially serious consequences if it occurs.

Generated by OpenCVE AI on October 21, 2026 at 17:07 UTC.

Remediation

No solution or workaround provided in the CVE record.

OpenCVE Recommended Actions

  • Upgrade to the latest commit of Jackrong‑llm‑finetuning‑guide, which includes a patch removing the vulnerability.
  • If an immediate upgrade is not possible, apply a local patch that sanitizes the weight_map argument in validate_indexed_tensors to prevent directory traversal.
  • Restrict the execution environment by running the finetuning script with the least privilege and limiting the process’s file‑system access to avoid unauthorized file reads.

Generated by OpenCVE AI on October 21, 2026 at 17:07 UTC.

Tracking

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Advisories

No advisories yet.

History

Tue, 10 Nov 2026 21:30:00 +0000

Type Values Removed Values Added
Metrics ssvc

{'options': {'Automatable': 'no', 'Exploitation': 'poc', 'Technical Impact': 'partial'}, 'version': '2.0.3'}


Wed, 21 Oct 2026 00:45:00 +0000

Type Values Removed Values Added
Description A flaw has been found in R6410418 Jackrong-llm-finetuning-guide up to ef2b17f2798cd18cd85375080c35a58397ad0d09. This affects the function validate_indexed_tensors of the file qwen-mtp-gguf/scripts/qwen_mtp_gguf_pipeline.py. Executing a manipulation of the argument weight_map can lead to path traversal. The attack may be performed from remote. The exploit has been published and may be used. This product utilizes a rolling release system for continuous delivery, and as such, version information for affected or updated releases is not disclosed. The project was informed of the problem early through an issue report but has not responded yet.
Title R6410418 Jackrong-llm-finetuning-guide qwen_mtp_gguf_pipeline.py validate_indexed_tensors path traversal
First Time appeared R6410418
R6410418 jackrong-llm-finetuning-guide
Weaknesses CWE-22
CPEs cpe:2.3:a:r6410418:jackrong-llm-finetuning-guide:*:*:*:*:*:*:*:*
Vendors & Products R6410418
R6410418 jackrong-llm-finetuning-guide
References
Metrics cvssV2_0

{'score': 6.5, 'vector': 'AV:N/AC:L/Au:S/C:P/I:P/A:P/E:POC/RL:ND/RC:C'}

cvssV3_0

{'score': 5.5, 'vector': 'CVSS:3.0/AV:N/AC:L/PR:L/UI:R/S:U/C:L/I:L/A:L/E:P/RL:X/RC:C'}

cvssV3_1

{'score': 5.5, 'vector': 'CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:U/C:L/I:L/A:L/E:P/RL:X/RC:C'}

cvssV4_0

{'score': 5.1, 'vector': 'CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:P/VC:L/VI:L/VA:L/SC:N/SI:N/SA:N/E:P'}


Subscriptions

R6410418 Jackrong-llm-finetuning-guide
cve-icon MITRE

Status: PUBLISHED

Assigner: VulDB

Published:

Updated: 2026-10-27T21:33:31.020Z

Reserved: 2026-10-20T16:28:36.739Z

Link: CVE-2026-113737

cve-icon Vulnrichment

Updated: 2026-10-27T21:33:26.661Z

cve-icon NVD

Status : Deferred

Published: 2026-10-21T01:17:25.383

Modified: 2026-10-27T22:17:23.337

Link: CVE-2026-113737

cve-icon Redhat

No data.

cve-icon OpenCVE Enrichment

Updated: 2026-10-21T20:00:13Z

Weaknesses
  • CWE-22

    Improper Limitation of a Pathname to a Restricted Directory ('Path Traversal')