Datasets:
instance_id stringlengths 11 68 | messages stringlengths 2 247k | repo stringlengths 5 63 | trajectory_format stringclasses 1
value | exit_status stringclasses 130
values | prompt_tokens int64 0 775k | completion_tokens int64 0 30k | duration_sec float64 0.21 1.56k |
|---|---|---|---|---|---|---|---|
alibaba__fescar-382 | [{"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. Put ALL exp... | alibaba/fescar | mini-swe-agent-1 | Submitted | 15,924 | 507 | 65.162145 |
alibaba__fescar-382 | [{"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. Put ALL exp... | alibaba/fescar | mini-swe-agent-1 | Submitted | 39,517 | 1,037 | 74.700621 |
singapore__renovate-1165 | [{"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. Put ALL exp... | singapore/renovate | mini-swe-agent-1 | Submitted | 55,183 | 1,270 | 79.234879 |
alibaba__fescar-382 | [{"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. Put ALL exp... | alibaba/fescar | mini-swe-agent-1 | Submitted | 60,085 | 1,636 | 86.469214 |
systemd__mkosi-2044 | [{"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. Put ALL exp... | systemd/mkosi | mini-swe-agent-1 | incomplete | 230,233 | 1,743 | 89.576621 |
google__jax-21774 | "[{\"role\": \"system\", \"content\": \"You are a helpful assistant that interacts with a computer t(...TRUNCATED) | google/jax | mini-swe-agent-1 | Submitted | 95,161 | 1,903 | 92.283068 |
systemd__mkosi-2044 | "[{\"role\": \"system\", \"content\": \"You are a helpful assistant that interacts with a computer t(...TRUNCATED) | systemd/mkosi | mini-swe-agent-1 | incomplete | 203,422 | 1,900 | 92.914954 |
singapore__renovate-1165 | "[{\"role\": \"system\", \"content\": \"You are a helpful assistant that interacts with a computer t(...TRUNCATED) | singapore/renovate | mini-swe-agent-1 | Submitted | 81,197 | 2,123 | 97.043871 |
qiskit__qiskit-terra-6658 | "[{\"role\": \"system\", \"content\": \"You are a helpful assistant that interacts with a computer t(...TRUNCATED) | Qiskit/qiskit-terra | mini-swe-agent-1 | Submitted | 81,495 | 2,160 | 97.762351 |
pagerduty__go-pagerduty-448 | "[{\"role\": \"system\", \"content\": \"You are a helpful assistant that interacts with a computer t(...TRUNCATED) | PagerDuty/go-pagerduty | mini-swe-agent-1 | Submitted | 64,899 | 2,279 | 100.137107 |
End of preview. Expand in Data Studio
SWE-ZERO 1B Trajectories
96,237 execution-free agentic rollouts across 32,079 pull requests in 20 programming languages from SWE-rebench V2.
Overview
Each rollout is a multi-turn trajectory where a small code model (ricdomolm/mini-coder-1.7b, Qwen3-1.7B fine-tuned on 400k mini-swe-agent trajectories) attempts to fix a real GitHub issue using only bash commands (cat, grep, sed, find, etc.) without access to language interpreters or test execution.
- Rollouts: 96,237 (3 per PR)
- PRs: 32,079
- Languages: 20 (Python, JavaScript, TypeScript, Java, C++, Go, Rust, etc.)
- Unique content tokens: ~1.1B (Qwen3-1.7B tokenizer, mean ~11.4K per rollout)
- Submission rate: 38.6% (model produced a patch)
- Execution-based pass@1: 6.0% (ConTree eval on 151 Python instances)
- Execution-based pass@3: 11.3%
Columns
| Column | Description |
|---|---|
instance_id |
SWE-rebench V2 instance ID (org__repo-pr) |
messages |
JSON-encoded conversation (system, user, assistant turns) |
repo |
GitHub repository (org/repo) |
trajectory_format |
Always mini-swe-agent-1 |
exit_status |
Submitted (model produced a patch) or other |
prompt_tokens |
Cumulative prompt tokens across all API calls |
completion_tokens |
Total model output tokens |
duration_sec |
Wall-clock time for the rollout |
Message Format
Each rollout's messages field is a JSON list of conversation turns:
- system: Task instructions and tool definitions
- user: Issue description (first turn) or bash command output (subsequent turns)
- assistant: Model's reasoning + bash command (in
bash_commandfield)
Usage
from datasets import load_dataset
ds = load_dataset("AlienKevin/SWE-ZERO-1B-trajectories", split="train")
# Filter to submitted rollouts
submitted = ds.filter(lambda x: x["exit_status"] == "Submitted")
print(f"Submitted: {len(submitted)} / {len(ds)}")
Generation
Generated using the SWE-ZERO pipeline from marin-community/marin on the Iris TPU cluster. See issue #4666 for reproduction commands and details.
Part of marin-community/marin#4435.
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