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mkurman/synthlabs-GLM-5.2-Science

GLM-5.2 Science Synth Reasoning Synthetic reasoning traces for science questions from the GLM-5.2 science dataset. Each record contains a complex scientific question with SYNTH-style reasoning and a generated answer. Dataset Summary 33,014 records (605 dupes + 726 incomplete/truncated removed from 34,345 source) 33,014 reasoning turns (99.9% format compliance) Average 3,094 chars per reasoning trace Models Used Model Records… See the full description on the dataset page: https://huggingface.co/datasets/mkurman/synthlabs-GLM-5.2-Science.

sourceHugging Faceapache-2.0updated 2mo agoView on Hugging Face
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Dataset Card

GLM-5.2 Science Synth Reasoning

Synthetic reasoning traces for science questions from the GLM-5.2 science dataset. Each record contains a complex scientific question with SYNTH-style reasoning and a generated answer.

Dataset Summary

  • 33,014 records (605 dupes + 726 incomplete/truncated removed from 34,345 source)
  • 33,014 reasoning turns (99.9% format compliance)
  • Average 3,094 chars per reasoning trace

Models Used

ModelRecords
deepseek-v4-flash33,341
thinkingmachines/inkling673

Data Format

python
{
    "messages": [
        {"role": "user", "content": "How does the coupling between mantle convection patterns..."},
        {"role": "assistant", "content": "The coupling runs through...", "reasoning_content": "● Question: ... → ..."}
    ],
    "source": "disk:.../glm-5.2-science",
    "source_index": 0,
    "target": "both",
    "protocol": "chat_completions",
    "model": "deepseek-v4-flash",
    "num_conversation_turns": 2,
    "num_generated_turns": 1,
    "generated_at": "2026-07-26T..."
}

Validation

CheckResult
Format compliance99.9% (32,994/33,014 turns)
Duplicates0 (after dedup)
Null/empty reasoning0
Incomplete/truncated0 (filtered out)