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HuatuoGPT2-Pretraining-Instruction

Verified by Mdexa · 2026-11-14Checked against the source text under public rules.How we check

Commercial use: Yes
Derivatives: Yes
Redistribution: Yes
File on Mdexa: NoLink only

first-hand data-scope statement(s) allow commercial use and redistribution

PermissiveLink onlyApache-2.0Save

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<a href="https://mdexa.com/datasets/huatuogpt2-pretraining-instruction/"><img src="https://mcp.mdexa.com/v1/badge/datasets/huatuogpt2-pretraining-instruction.svg" alt="Mdexa verified · Permissive · 2026-11" height="20"></a>

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Cite this pageMdexa, HuatuoGPT2-Pretraining-Instruction, https://mdexa.com/datasets/huatuogpt2-pretraining-instruction/, verified 2026-11-14.

Source riskModel-generated

Key facts

Domain: Clinical medicine · Biomedical literature Modern medicine
Content: QA, dialogue and instruction data · Literature · OtherPre-training instructions for HuatuoGPT-II, developed with a 5.2 million medical corpus using ChatGPT, to incorporate extensive medical knowledge and enable one-stage medical adaptation.
Size: —As stated: 5,286,308
Language / modality: Chinese · English / Text
Publisher: FreedomIntelligence
Year: —
Expert review: —
Verification: Verified: license text seen

Commercial use of HuatuoGPT2-Pretraining-Instruction

Commercial use: Yes. License status: Permissive.

Conditions: Notice kept

Quoted statements and their sources are in HuatuoGPT2-Pretraining-Instruction license evidence.

Verdicts record what sources state and are not legal advice.

Tags

Task format: Open-ended QA
Quoted from the source - question-answeringSnapshot s01
Multi-turn dialogue
Intended use: Pretraining
Quoted from the sourceHere are the pre-training instructions for HuatuoGPT-IISnapshot s01
Specialty: Multi-specialty
Source type: Research literature
Data format: JSON

Author-statedInferredHuman-confirmed

HuatuoGPT2-Pretraining-Instruction license evidence 1

Hugging Face card metadataPage opened

Apache-2.0
Third-party text · Hugging Face card metadatalicense: apache-2.0
Statement found in snapshot s01 (readme)

huggingface.co2026-11-12 · s01

Source and lineage

No upstream or downstream datasets recorded.

Known issues with HuatuoGPT2-Pretraining-Instruction

—

Preflight

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

Downloading HuatuoGPT2-Pretraining-Instruction and API access

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

huggingface.co/datasets/FreedomIntelligence/HuatuoGPT2-Pretraining-Instruction

10 files · 7.8 GB

curl -L --create-dirs -o ".gitattributes" "https://huggingface.co/datasets/FreedomIntelligence/HuatuoGPT2-Pretraining-Instruction/resolve/f5da14b8a742233fc8f9627e5a8b5e9f4efeb8be/.gitattributes"
curl -L --create-dirs -o "README.md" "https://huggingface.co/datasets/FreedomIntelligence/HuatuoGPT2-Pretraining-Instruction/resolve/f5da14b8a742233fc8f9627e5a8b5e9f4efeb8be/README.md"
curl -L --create-dirs -o "data/HuatuoGPT2_Pretrain_Meidcal_Books_cn.json" "https://huggingface.co/datasets/FreedomIntelligence/HuatuoGPT2-Pretraining-Instruction/resolve/f5da14b8a742233fc8f9627e5a8b5e9f4efeb8be/data/HuatuoGPT2_Pretrain_Meidcal_Books_cn.json"
echo "fb303b1c8e25ec59b76c37c73bb9a4774cd339c9fd431157d692eecbce5ab2a5  data/HuatuoGPT2_Pretrain_Meidcal_Books_cn.json" | sha256sum -c
curl -L --create-dirs -o "data/HuatuoGPT2_Pretrain_Meidcal_Books_en.json" "https://huggingface.co/datasets/FreedomIntelligence/HuatuoGPT2-Pretraining-Instruction/resolve/f5da14b8a742233fc8f9627e5a8b5e9f4efeb8be/data/HuatuoGPT2_Pretrain_Meidcal_Books_en.json"
echo "ba2cfee2ab167ea529193699ef84f214bfb6a1da9ba09843bbbd97e614ac6c8f  data/HuatuoGPT2_Pretrain_Meidcal_Books_en.json" | sha256sum -c
curl -L --create-dirs -o "data/HuatuoGPT2_Pretrain_Meidcal_Encyclopedia_cn.json" "https://huggingface.co/datasets/FreedomIntelligence/HuatuoGPT2-Pretraining-Instruction/resolve/f5da14b8a742233fc8f9627e5a8b5e9f4efeb8be/data/HuatuoGPT2_Pretrain_Meidcal_Encyclopedia_cn.json"
echo "b6bdf41bf3e3c09dd784255e75272b635b00eb1bc104203c250df01b51773c02  data/HuatuoGPT2_Pretrain_Meidcal_Encyclopedia_cn.json" | sha256sum -c
curl -L --create-dirs -o "data/HuatuoGPT2_Pretrain_Meidcal_Encyclopedia_en.json" "https://huggingface.co/datasets/FreedomIntelligence/HuatuoGPT2-Pretraining-Instruction/resolve/f5da14b8a742233fc8f9627e5a8b5e9f4efeb8be/data/HuatuoGPT2_Pretrain_Meidcal_Encyclopedia_en.json"
echo "cfd68e981216a6240b2884793b13138403d5aa6645b633147f48565c91445bef  data/HuatuoGPT2_Pretrain_Meidcal_Encyclopedia_en.json" | sha256sum -c
curl -L --create-dirs -o "data/HuatuoGPT2_Pretrain_Meidcal_Literature_cn.json" "https://huggingface.co/datasets/FreedomIntelligence/HuatuoGPT2-Pretraining-Instruction/resolve/f5da14b8a742233fc8f9627e5a8b5e9f4efeb8be/data/HuatuoGPT2_Pretrain_Meidcal_Literature_cn.json"
echo "2fb3cef3617960ce74a83cd338a688c592a29751cb4566a646f118cdc50544db  data/HuatuoGPT2_Pretrain_Meidcal_Literature_cn.json" | sha256sum -c
curl -L --create-dirs -o "data/HuatuoGPT2_Pretrain_Meidcal_Literature_en.json" "https://huggingface.co/datasets/FreedomIntelligence/HuatuoGPT2-Pretraining-Instruction/resolve/f5da14b8a742233fc8f9627e5a8b5e9f4efeb8be/data/HuatuoGPT2_Pretrain_Meidcal_Literature_en.json"
echo "f011f973f49ed66c1e5e2e22ea9029488577ed09804ddbe58e24a403ee7dea05  data/HuatuoGPT2_Pretrain_Meidcal_Literature_en.json" | sha256sum -c
curl -L --create-dirs -o "data/HuatuoGPT2_Pretrain_Meidcal_Web_Corpus_cn.json" "https://huggingface.co/datasets/FreedomIntelligence/HuatuoGPT2-Pretraining-Instruction/resolve/f5da14b8a742233fc8f9627e5a8b5e9f4efeb8be/data/HuatuoGPT2_Pretrain_Meidcal_Web_Corpus_cn.json"
echo "da80675b97a9e5bde890bb92d649b76d1400fedeabf763e5d5c49cb209f75fb2  data/HuatuoGPT2_Pretrain_Meidcal_Web_Corpus_cn.json" | sha256sum -c
curl -L --create-dirs -o "data/HuatuoGPT2_Pretrain_Meidcal_Web_Corpus_en.json" "https://huggingface.co/datasets/FreedomIntelligence/HuatuoGPT2-Pretraining-Instruction/resolve/f5da14b8a742233fc8f9627e5a8b5e9f4efeb8be/data/HuatuoGPT2_Pretrain_Meidcal_Web_Corpus_en.json"
echo "6842e627e51c15c8f73317b6cb0a4409abfb3458c10ab07dfdd33e8b556812f2  data/HuatuoGPT2_Pretrain_Meidcal_Web_Corpus_en.json" | sha256sum -c

Citing HuatuoGPT2-Pretraining-Instruction

Mdexa, HuatuoGPT2-Pretraining-Instruction, https://mdexa.com/datasets/huatuogpt2-pretraining-instruction/, verified 2026-11-14.

More citation details

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

Machine-readable

huatuogpt2-pretraining-instruction.jsonhuatuogpt2-pretraining-instruction.mdcatalog.json

Change log 13

2026-11-14	Re-adjudicated under the current rules; all machine checks still pass.
2026-11-14	Re-adjudicated under the current rules; all machine checks still pass.
2026-11-13	Re-adjudicated under the current rules; all machine checks still pass.
2026-11-13	Re-adjudicated under the current rules; all machine checks still pass.
2026-11-13	Re-adjudicated under the current rules; all machine checks still pass.
2026-11-13	Re-adjudicated under the current rules; all machine checks still pass.
2026-11-13	Re-adjudicated under the current rules; all machine checks still pass.
2026-11-13	Re-adjudicated under the current rules; all machine checks still pass.
2026-11-13	Re-adjudicated under the current rules; all machine checks still pass.
2026-11-13	Re-adjudicated under the current rules; all machine checks still pass.
2026-11-13	Re-adjudicated under the current rules; all machine checks still pass.
2026-11-13	Re-adjudicated under the current rules; all machine checks still pass.
2026-11-13	Added via the automated pipeline and passed all checks (gates, verbatim quotes, rule engine, two independent extractions).

Listed in

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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

SimilarHuatuo-Llama-Med-Chinese 知识库问答与文献数据 Huatuo-26M HuatuoGPT2-SFT-GPT4-140K

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: Huatuo-Llama-Med-Chinese 知识库问答与文献数据 (https://mdexa.com/datasets/huatuo-llama-med-chinese-data/); Huatuo-26M (https://mdexa.com/datasets/huatuo-26m/); HuatuoGPT2-SFT-GPT4-140K (https://mdexa.com/datasets/huatuogpt2-sft-gpt4-140k/).