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sample_id
string
messages
list
run
int64
made_edit
bool
score
float64
questions
string
milestones
string
king_score
float64
eval_run_id
string
mini-coder/data/train-00044-of-00060.parquet:1527:10
[ { "role": "system", "content": "You are a helpful assistant that can interact multiple times with a computer shell to solve programming tasks.\nYour response must contain exactly ONE bash code block with ONE command (or commands connected with && or ||).\n\nInclude a THOUGHT section before your command wher...
1
null
null
[{"id": "q_01", "text": "Are the candidate outputs, all turns combined, under roughly 900 words?", "milestone": null, "rung": null, "weight": null, "earned": null}, {"id": "q_02", "text": "Do the candidate's own outputs total below about 1800 words?", "milestone": null, "rung": null, "weight": null, "earned": null}, {"...
null
0.736767
af1d4e62-c11e-4cd3-bc59-d3282365c519
mini-coder/data/train-00059-of-00060.parquet:6505:10
[ { "role": "system", "content": "You are a helpful assistant that can interact multiple times with a computer shell to solve programming tasks.\nYour response must contain exactly ONE bash code block with ONE command (or commands connected with && or ||).\n\nInclude a THOUGHT section before your command wher...
1
null
null
[{"id": "q_01", "text": "Are the candidate outputs, all turns combined, under roughly 900 words?", "milestone": null, "rung": null, "weight": null, "earned": null}, {"id": "q_02", "text": "Do the candidate's own outputs total below about 1800 words?", "milestone": null, "rung": null, "weight": null, "earned": null}, {"...
null
0.192771
af1d4e62-c11e-4cd3-bc59-d3282365c519
swe-zero/data/train-00713.parquet:7468:10
[ { "role": "system", "content": "You are a helpful assistant that interacts with a computer to solve software-engineering tasks.\n\nEvery response must contain EXACTLY ONE bash code block (triple backticks) with EXACTLY ONE command.\nBefore the bash block, include a THOUGHT section explaining your reasoning....
1
null
null
[{"id": "q_01", "text": "Are the candidate outputs, all turns combined, under roughly 900 words?", "milestone": null, "rung": null, "weight": null, "earned": null}, {"id": "q_02", "text": "Do the candidate's own outputs total below about 1800 words?", "milestone": null, "rung": null, "weight": null, "earned": null}, {"...
null
0.7512
af1d4e62-c11e-4cd3-bc59-d3282365c519
swe-zero/data/train-00297.parquet:4890:10
[ { "role": "system", "content": "You are a helpful assistant that interacts with a computer to solve software-engineering tasks.\n\nEvery response must contain EXACTLY ONE bash code block (triple backticks) with EXACTLY ONE command.\nBefore the bash block, include a THOUGHT section explaining your reasoning....
1
null
null
[{"id": "q_01", "text": "Are the candidate outputs, all turns combined, under roughly 900 words?", "milestone": null, "rung": null, "weight": null, "earned": null}, {"id": "q_02", "text": "Do the candidate's own outputs total below about 1800 words?", "milestone": null, "rung": null, "weight": null, "earned": null}, {"...
null
0.39578
af1d4e62-c11e-4cd3-bc59-d3282365c519
swe-zero/data/train-00200.parquet:564:9
[ { "role": "system", "content": "You are a helpful assistant that interacts with a computer to solve software-engineering tasks.\n\nEvery response must contain EXACTLY ONE bash code block (triple backticks) with EXACTLY ONE command.\nBefore the bash block, include a THOUGHT section explaining your reasoning....
1
null
null
[{"id": "q_01", "text": "Are the candidate outputs, all turns combined, under roughly 1500 words?", "milestone": null, "rung": null, "weight": null, "earned": null}, {"id": "q_02", "text": "Do the candidate's own outputs total below about 3000 words?", "milestone": null, "rung": null, "weight": null, "earned": null}, {...
null
1
af1d4e62-c11e-4cd3-bc59-d3282365c519
swe-zero/data/train-00664.parquet:2226:9
[ { "role": "system", "content": "You are a helpful assistant that interacts with a computer to solve software-engineering tasks.\n\nEvery response must contain EXACTLY ONE bash code block (triple backticks) with EXACTLY ONE command.\nBefore the bash block, include a THOUGHT section explaining your reasoning....
1
null
null
[{"id": "q_01", "text": "Are the candidate outputs, all turns combined, under roughly 1500 words?", "milestone": null, "rung": null, "weight": null, "earned": null}, {"id": "q_02", "text": "Do the candidate's own outputs total below about 3000 words?", "milestone": null, "rung": null, "weight": null, "earned": null}, {...
null
0.65098
af1d4e62-c11e-4cd3-bc59-d3282365c519
swe-zero/data/train-00133.parquet:3565:9
[ { "role": "system", "content": "You are a helpful assistant that interacts with a computer to solve software-engineering tasks.\n\nEvery response must contain EXACTLY ONE bash code block (triple backticks) with EXACTLY ONE command.\nBefore the bash block, include a THOUGHT section explaining your reasoning....
1
null
null
[{"id": "q_01", "text": "Are the candidate outputs, all turns combined, under roughly 1500 words?", "milestone": null, "rung": null, "weight": null, "earned": null}, {"id": "q_02", "text": "Do the candidate's own outputs total below about 3000 words?", "milestone": null, "rung": null, "weight": null, "earned": null}, {...
null
0.807207
af1d4e62-c11e-4cd3-bc59-d3282365c519
swe-zero/data/train-00840.parquet:7153:9
[ { "role": "system", "content": "You are a helpful assistant that interacts with a computer to solve software-engineering tasks.\n\nEvery response must contain EXACTLY ONE bash code block (triple backticks) with EXACTLY ONE command.\nBefore the bash block, include a THOUGHT section explaining your reasoning....
1
null
null
[{"id": "q_01", "text": "Are the candidate outputs, all turns combined, under roughly 900 words?", "milestone": null, "rung": null, "weight": null, "earned": null}, {"id": "q_02", "text": "Do the candidate's own outputs total below about 1800 words?", "milestone": null, "rung": null, "weight": null, "earned": null}, {"...
null
0.442456
af1d4e62-c11e-4cd3-bc59-d3282365c519
mini-coder/data/train-00016-of-00060.parquet:2458:8
[{"role":"system","content":"You are a helpful assistant that can interact multiple times with a com(...TRUNCATED)
1
null
null
"[{\"id\": \"q_01\", \"text\": \"Are the candidate outputs, all turns combined, under roughly 900 wo(...TRUNCATED)
null
0.77037
af1d4e62-c11e-4cd3-bc59-d3282365c519
mini-coder/data/train-00029-of-00060.parquet:5762:8
[{"role":"system","content":"You are a helpful assistant that can interact multiple times with a com(...TRUNCATED)
1
null
null
"[{\"id\": \"q_01\", \"text\": \"Are the candidate outputs, all turns combined, under roughly 900 wo(...TRUNCATED)
null
0.7751
af1d4e62-c11e-4cd3-bc59-d3282365c519
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albedo — SWE-agent reference trajectories

Reference trajectories from SN97 (albedo) evaluations. Each row is a chat-format sample:

  • sample_id — source shard and row of the underlying task (<dataset>/<shard>.parquet:<row>:<turn>)
  • messages — list<{role, content}>: a system prompt, the user task (PR description + instructions), then alternating assistant reference steps and user environment observations
  • run — which of the sample's reference runs this row is (1-3)
  • made_edit — whether the run changed any file (null for rows recorded before 2026-09-22)
  • score — the run's score on the sample's final checklist, 0-1, on the same scale miners are scored on (null before 2026-09-22)
  • questions — JSON list of {id, text, milestone, rung, weight, earned}: the checklist the sample was scored on and which items this run earned (earned is null before 2026-09-22; milestone, rung and weight are null for the oldest rows)
  • milestones — JSON list of {id, statement, category} the checklist was built from (null before 2026-09-22)
  • king_score — the reigning model's score on the same sample in the same evaluation, a difficulty anchor
  • eval_run_id — the evaluation the row comes from

One split per reference model. Every parquet contains exactly 100 samples; new files are appended as evaluations complete.

Usage

from datasets import load_dataset

ds = load_dataset("dendriteholdings/albedo", split="glm_5_2")
print(ds[0]["messages"][0])
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