Skip to content

Get started Console

Modern medicine75

Traditional medicine24

Traditional Chinese medicine24

Cross-cutting12

Collections

Models8

License status and Mdexa hosting, recorded separatelyAll datasets

ChatMed_Consult_Dataset

Verified by Mdexa · 2026-11-12Checked against the source text under public rules.How we check

Commercial use: UnclearConflict
Derivatives: UnclearUnstated
Redistribution: UnclearUnstated
File on Mdexa: NoPending

HF metadata CC BY 4.0 conflicts with card text CC BY-NC 4.0

ConflictPendingNOASSERTIONSave

Badge

[![Mdexa verified · Conflict · 2026-11](https://mcp.mdexa.com/v1/badge/datasets/chatmed-consult-dataset.svg)](https://mdexa.com/datasets/chatmed-consult-dataset/)

<a href="https://mdexa.com/datasets/chatmed-consult-dataset/"><img src="https://mcp.mdexa.com/v1/badge/datasets/chatmed-consult-dataset.svg" alt="Mdexa verified · Conflict · 2026-11" height="20"></a>

Place it on a repository or dataset page; the status and date follow the verification. About badges

Cite this pageMdexa, ChatMed_Consult_Dataset, https://mdexa.com/datasets/chatmed-consult-dataset/, verified 2026-11-12.

Source riskScrapedModel-generated

Key facts

Domain: Clinical medicine Modern medicine
Content: QA, dialogue and instruction dataConsultation QA (answers generated by ChatGPT)
Size: 549,326 rowsHF rows
110,113 QA pairs (claimed)card text (inconsistent)
As stated: HF 行数549,326；卡片文字称110,113对（不一致）
Language / modality: Chinese / Text
Publisher: michaelwzhu (ChatMed)
Year: Not stated
Expert review: Not written by physicians
Verification: Verified: license text seen

Commercial use of ChatMed_Consult_Dataset

Commercial use: Unclear (Conflict). License status: Conflict.

Quoted statements and their sources are in ChatMed_Consult_Dataset license evidence.

Verdicts record what sources state and are not legal advice.

Tags

Task format: Open-ended QA
Intended use: Fine-tuning
Quoted from the sourceThe ChatMed-Dataset designed for fine-tuning pretrained language models to perform better in automatic medical consultations.Snapshot s01
Specialty: Multi-specialty
Expert involvement: None
Data format: JSONL
Quoted from the sourceThe dataset is in json-line format and is very convenient to use! An example in the ChatMed-Dataset looks as follows:Snapshot s01

Author-statedInferredHuman-confirmed

ChatMed_Consult_Dataset license evidence 2

CC-BY-4.0Hugging Face card metadata≠CC-BY-NC-4.0Hugging Face card text

Hugging Face card metadataPage opened

CC-BY-4.0
Third-party text · Hugging Face card metadatalicense: cc-by-4.0
HF metadata: cc-by-4.0

huggingface.co2026-11-12 · s01
Hugging Face card textPage opened

CC-BY-NC-4.0
Third-party text · Hugging Face card textThe dataset is available under the Creative Commons NonCommercial (CC BY-NC 4.0) .
Card Licensing Information: CC BY-NC 4.0

huggingface.co2026-11-12 · s02

Source and lineage

User questions scraped from an online medical consultation website; answers generated by GPT-3.5

No upstream or downstream datasets recorded.

Known issues with ChatMed_Consult_Dataset

Metadata license conflicts with the card text
The card says it may contain errors and bias
Answers are GPT-3.5 output

Preflight

Not run Runs only on ingested data; says nothing about quality.

Downloading ChatMed_Consult_Dataset and API access

No file on Mdexa (see the verdict). Get it from the source and confirm the terms there:

huggingface.co/datasets/michaelwzhu/ChatMed_Consult_Dataset

3 files · 394.6 MB

curl -L --create-dirs -o ".gitattributes" "https://huggingface.co/datasets/michaelwzhu/ChatMed_Consult_Dataset/resolve/e9d27b6c92ff793d1d060acd85b956cc20350b85/.gitattributes"
curl -L --create-dirs -o "ChatMed_Consult-v0.3.json" "https://huggingface.co/datasets/michaelwzhu/ChatMed_Consult_Dataset/resolve/e9d27b6c92ff793d1d060acd85b956cc20350b85/ChatMed_Consult-v0.3.json"
echo "0d1e2c3dd12a6cb62644c798fada41a7cc936a4663dea320f62a3dd8debd53f7  ChatMed_Consult-v0.3.json" | sha256sum -c
curl -L --create-dirs -o "README.md" "https://huggingface.co/datasets/michaelwzhu/ChatMed_Consult_Dataset/resolve/e9d27b6c92ff793d1d060acd85b956cc20350b85/README.md"

Citing ChatMed_Consult_Dataset

Mdexa, ChatMed_Consult_Dataset, https://mdexa.com/datasets/chatmed-consult-dataset/, verified 2026-11-12.

More citation details

The source gives no citation text; the line above cites this card.

Machine-readable

chatmed-consult-dataset.jsonchatmed-consult-dataset.mdcatalog.json

Change log 6

2026-11-13	Added specialty tags: multi-specialty(inferred).
2026-11-13	Removed the stored size-tier tag; the tier is now computed from the size field when pages are built.
2026-11-13	Added dataset-level tags: 5 (2 stated by the authors with excerpts, 3 inferred from the content). No conclusion changed.
2026-11-12	Added verbatim license excerpts and snapshot ids from captured page snapshots; no conclusion changed.
2026-11-12	License status split into license_status (what the license says) and hosting (what Mdexa does); the earlier conclusion is kept for traceability.
2026-11-12	Card converted from an earlier manual catalog; no new facts added; reclassified under taxonomy v2.

Listed in

Datasets similar to ChatMed_Consult_Dataset

medical-o1-reasoning-SFT中文子集Verified by MdexaOpen-ended QAFine-tuningWith reasoning traces PermissiveLink only ≈20.2K items 2026-11-12

License is permissive, but source risk: generated by a model; the model's output terms need checking; link only.
Clinical medicine · QA, dialogue and instruction data · Model-generated
Open the card Save

Shared: Intended use Fine-tuning · Task format Open-ended QA · Expert involvement None · Specialty Multi-specialty · domain Clinical medicine · content QA, dialogue and instruction data
Chinese-medical-dialogue-dataToyhomVerified by MdexaOpen-ended QAFine-tuning PermissiveLink only 792.1K QA pairs 2026-11-12

License is permissive, but source risk: source not stated, so source copyright cannot be judged; link only.
Clinical medicine · QA, dialogue and instruction data · Unknown provenance
Open the card Save

Shared: Intended use Fine-tuning · Task format Open-ended QA · Specialty Multi-specialty · domain Clinical medicine · content QA, dialogue and instruction data
DISC-Med-SFTVerified by MdexaMulti-turn dialogueFine-tuning RestrictedLink only ≈470K items 2026-11-12

License is restricted: the declared license is broader than upstream; the strictest upstream applies (cMedQA2 non-commercial; MedDialog copyright haodf.com); link only.
Clinical medicine · QA, dialogue and instruction data · Derived · Scraped · Real patient text · Model-generated
Open the card Save

Shared: Intended use Fine-tuning · Task format Open-ended QA · Specialty Multi-specialty · domain Clinical medicine · content QA, dialogue and instruction data
Huatuo-26MVerified by MdexaOpen-ended QAPretraining PermissiveLink only ≥26M QA pairs 2026-11-12

License is permissive, but source risk: content scraped from websites whose terms are not stated; derived from real patient text; link only.
Clinical medicine · QA, dialogue and instruction data · Scraped · Real patient text
Open the card Save

Shared: Intended use Fine-tuning · Task format Open-ended QA · Specialty Multi-specialty · domain Clinical medicine · content QA, dialogue and instruction data
HuatuoGPT2-SFT-GPT4-140KVerified by MdexaOpen-ended QAFine-tuning PermissiveLink only — 2026-11-14

License permissive: first-hand data-scope statement(s) allow commercial use and redistribution. Risk flag(s): derived, Model-generated. Link only.
Clinical medicine · QA, dialogue and instruction data · Derived · Model-generated
Open the card Save

Shared: Intended use Fine-tuning · Task format Open-ended QA · Specialty Multi-specialty · domain Clinical medicine · content QA, dialogue and instruction data

LicensePermissiveRestrictedConflictUnstatedUnverifiable

MdexaHostedEligibleLink onlyPending

VerdictYesNoConditionalUnclear

Definitions

Permissive: Every statement agrees and allows commercial use and redistribution.
Restricted: A statement forbids commercial use or adaptation, limits use to research, or the rights belong to a third party or require payment.
Conflict: Statements in different places contradict each other.
Unstated: No data license statement was found.
Unverifiable: The page could not be opened, or only second-hand information was found.
Hosted: Mdexa serves the files. Needs a permissive license, no risk flags and a human sign-off.
Eligible: Permissive with no risk flags, waiting for a human sign-off.
Link only: Indexed and linked to the source: the license is restricted, or permissive with a risk flag.
Pending: License in conflict, unstated or unverifiable; linked to the source until resolved.
Exam-derived: Questions come from copyrighted examinations.
Scraped: Content was collected from websites.
Real patient text: Derived from real patient text; privacy authorisation needs checking.
Model-generated: Generated by a model; the model's output terms need checking.
Derived: Processed from other datasets, whose terms also apply.
Unknown provenance: The source is not stated, so its copyright cannot be judged.

Find other datasets

Similarmedical-o1-reasoning-SFT（中文子集）Chinese-medical-dialogue-data (Toyhom) DISC-Med-SFT

Continue in this database. This record is one of 109 processed and verified records (datasets, data resources and open models). To find others, call https://mcp.mdexa.com/v1/datasets?q=<words> or connect the MCP server at https://mcp.mdexa.com/mcp; no key is needed for 20 calls per minute. Rows are under 1 KB; an empty result means "not listed". For a list of items, one batch check (free account) returns a report. Guide: /agents.md. Similar records: medical-o1-reasoning-SFT（中文子集） (https://mdexa.com/datasets/medical-o1-reasoning-sft/); Chinese-medical-dialogue-data（Toyhom） (https://mdexa.com/datasets/chinese-medical-dialogue-data/); DISC-Med-SFT (https://mdexa.com/datasets/disc-med-sft/).