CoolFace
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mkurman/med-synth-questions-gemma-3-27b-deepseek-v4-flash

Med Synth Questions (Gemma-3 + DeepSeek V4 Flash) Synthetic reasoning traces and answers for medical questions from openmed-community/med-synth-questions-gemma-3-27b-it. Each record contains a medical question with SYNTH-style reasoning and a generated answer by DeepSeek V4 Flash. Dataset Summary 29,148 records (2 dupes + 3,410 incomplete/truncated removed from 32,560 source) 29,148 reasoning turns (99.2% format compliance) Average 1,591 chars per reasoning trace… See the full description on the dataset page: https://huggingface.co/datasets/mkurman/med-synth-questions-gemma-3-27b-deepseek-v4-flash.

sourceHugging Faceopenmdw-1.1updated 2mo agoView on Hugging Face
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Dataset Card

Med Synth Questions (Gemma-3 + DeepSeek V4 Flash)

Synthetic reasoning traces and answers for medical questions from openmed-community/med-synth-questions-gemma-3-27b-it. Each record contains a medical question with SYNTH-style reasoning and a generated answer by DeepSeek V4 Flash.

Dataset Summary

  • —29,148 records (2 dupes + 3,410 incomplete/truncated removed from 32,560 source)
  • —29,148 reasoning turns (99.2% format compliance)
  • —Average 1,591 chars per reasoning trace
  • —Incomplete records (cut off mid-sentence, likely hit max_tokens) filtered out

Provider

ProviderModel
Ollamadeepseek-v4-flash:cloud

Filtering

Records where the assistant content did not end with terminal punctuation (., !, ?, ), ], }, ", ', >) were removed. These were predominantly the longest responses that hit the max_tokens cutoff mid-sentence.

Data Format

python
{
    "messages": [
        {"role": "user", "content": "Medical question..."},
        {"role": "assistant", "content": "Complete answer ending with proper punctuation.", "reasoning_content": "● Question: ... → ..."}
    ],
    "source": "hf:openmed-community/med-synth-questions-gemma-3-27b-it",
    "source_index": 500,
    "target": "both",
    "protocol": "ollama",
    "model": "deepseek-v4-flash:cloud",
    "num_conversation_turns": 2,
    "num_generated_turns": 1,
    "generated_at": "2026-07-22T..."
}

Validation

CheckResult
Format compliance99.2% (28,912/29,148 turns)
Duplicates0 (after dedup)
Null/empty reasoning0
Incomplete/truncated0 (filtered out)

Disclaimer

This resource is provided for research and educational use. It is not a source of medical advice. Always consult qualified professionals and follow relevant laws, ethics, and platform/model terms. Use responsibly.