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Datasets:
bytkim
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deepseek-v4-pro-pi-reasoning-sample-traces

Tasks:
Text Generation
Question Answering
Modalities:
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Formats:
json
Languages:
English
Size:
< 1K
Tags:
qwen
deepseek-v4-pro
pi
coding-agents
reasoning
tool-use
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Datasets
pandas
Polars
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Dataset card Data Studio Files
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abcbench-01-openmoss/abc-bench__task_blazorstatic_blazorstatic__home
[ { "label": false, "text": "<|im_start|>system\n# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"read\", \"description\": \"Read the contents of a file. Supports text files and images (jpg, png, gif, webp). Images are sent as attachments. ...
{ "provider_id": "abcbench", "family": "abcbench-local", "task_name": "openmoss/abc-bench__task_blazorstatic_blazorstatic__home", "trial_name": "task_blazorstatic_blazorstatic__eegjoNZ", "reward": "1.0", "passed": "true", "teacher_model": "deepseek/deepseek-v4-pro", "agent": "pi", "pi_version": "0.73....
abcbench-02-openmoss/abc-bench__task_clevergo_clevergo__user_directory
[ { "label": false, "text": "<|im_start|>system\n# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"type\": \"function\", \"function\": {\"name\": \"read\", \"description\": \"Read the contents of a file. Supports text files and images (jpg, png, gif, webp). Images are sent as attachments. ...
{ "provider_id": "abcbench", "family": "abcbench-local", "task_name": "openmoss/abc-bench__task_clevergo_clevergo__user_directory", "trial_name": "task_clevergo_clevergo__user_dir__AdEVRgN", "reward": "1.0", "passed": "true", "teacher_model": "deepseek/deepseek-v4-pro", "agent": "pi", "pi_version": "0...
abcbench-03-openmoss/abc-bench__task_ashirt_ops_ashirt_server__tags
[{"label":false,"text":"<|im_start|>system\n# Tools\n\nYou have access to the following functions:\n(...TRUNCATED)
{"provider_id":"abcbench","family":"abcbench-local","task_name":"openmoss/abc-bench__task_ashirt_ops(...TRUNCATED)
abcbench-04-openmoss/abc-bench__task_amsgames_laravel_shop__administrative
[{"label":false,"text":"<|im_start|>system\n# Tools\n\nYou have access to the following functions:\n(...TRUNCATED)
{"provider_id":"abcbench","family":"abcbench-local","task_name":"openmoss/abc-bench__task_amsgames_l(...TRUNCATED)
abcbench-05-openmoss/abc-bench__task_ardalis_cachedrepository__catalog_pages
[{"label":false,"text":"<|im_start|>system\n# Tools\n\nYou have access to the following functions:\n(...TRUNCATED)
{"provider_id":"abcbench","family":"abcbench-local","task_name":"openmoss/abc-bench__task_ardalis_ca(...TRUNCATED)
abcbench-06-openmoss/abc-bench__task_auth0_auth0_react__root_health
[{"label":false,"text":"<|im_start|>system\n# Tools\n\nYou have access to the following functions:\n(...TRUNCATED)
{"provider_id":"abcbench","family":"abcbench-local","task_name":"openmoss/abc-bench__task_auth0_auth(...TRUNCATED)
abcbench-07-openmoss/abc-bench__task_azure_apiops__helloworld_function_app
[{"label":false,"text":"<|im_start|>system\n# Tools\n\nYou have access to the following functions:\n(...TRUNCATED)
{"provider_id":"abcbench","family":"abcbench-local","task_name":"openmoss/abc-bench__task_azure_apio(...TRUNCATED)
abcbench-08-openmoss/abc-bench__task_clevergo_clevergo__utility
[{"label":false,"text":"<|im_start|>system\n# Tools\n\nYou have access to the following functions:\n(...TRUNCATED)
{"provider_id":"abcbench","family":"abcbench-local","task_name":"openmoss/abc-bench__task_clevergo_c(...TRUNCATED)
abcbench-09-openmoss/abc-bench__task_1chz_realworld_java21_springboot3__profiles_relationships
[{"label":false,"text":"<|im_start|>system\n# Tools\n\nYou have access to the following functions:\n(...TRUNCATED)
{"provider_id":"abcbench","family":"abcbench-local","task_name":"openmoss/abc-bench__task_1chz_realw(...TRUNCATED)
abcbench-10-openmoss/abc-bench__task_cretueusebiu_laravel_vue_spa__registration_and_recovery
[{"label":false,"text":"<|im_start|>system\n# Tools\n\nYou have access to the following functions:\n(...TRUNCATED)
{"provider_id":"abcbench","family":"abcbench-local","task_name":"openmoss/abc-bench__task_cretueuseb(...TRUNCATED)
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DeepSeek V4 Pro Pi Reasoning Sample Traces

This dataset contains a compact sample of successful DeepSeek V4 Pro teacher trajectories for Pi-style reasoning and tool-use workflows.

It includes selected pass-only traces from these task providers:

  • abcbench
  • aider
  • autocodebench
  • bfcl
  • swebench
  • swtbench
  • termigen

Format

Each row contains:

  • id: stable sample id
  • segments: Qwen-style template-free supervised segments
    • label=false segments are context only
    • label=true segments are assistant reasoning/action targets
  • metadata: provider, task, reward, runtime, and token-count metadata

Counts

Total rows: 70

Provider Selected
abcbench 10
aider 10
autocodebench 10
bfcl 10
swebench 10
swtbench 10
termigen 10

Notes

  • These rows are provided as sample teacher trajectories for the Qwen3.6 27B Pi reasoning release.
  • The trajectories may contain benchmark or task text from their original providers.
  • The format is intended to show reasoning-target segments and Pi-style tool-use structure.
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Number of rows:
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Total file size:
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Models trained or fine-tuned on bytkim/deepseek-v4-pro-pi-reasoning-sample-traces