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Datasets:
eigentom
/
ti_coding_agent_training_probe_20260624

Tasks:
Text Generation
Modalities:
Text
Formats:
parquet
Languages:
code
Size:
10K - 100K
Libraries:
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Dask
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License:
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source_dataset
string
source_config
string
model_family
string
scaffold
string
thinking_mode
string
instance_id
string
repo
string
language
string
license
string
trajectory_id
string
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metadata
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nvidia/Open-SWE-Traces
minimax_m25_openhands_trajectories
minimax_m25
openhands
thinking
python-attrs__attrs-770
python-attrs/attrs
python
MIT
f8853683-87bd-418b-b87f-19ab95c60317
1
"diff --git a/src/attr/_make.py b/src/attr/_make.py\nindex dbbf09c..386bd3a 100644\n--- a/src/attr/_(...TRUNCATED)
"[{\"role\": \"system\", \"content\": \"You are OpenHands agent, a helpful AI assistant that can int(...TRUNCATED)
{"category": "bug-fix", "num_modified_files": 2, "num_modified_lines": 14}
[]
"{\"tool_calls\": 47, \"tool_results\": 46, \"assistant_turns\": 47, \"total_chars\": 134859, \"edit(...TRUNCATED)
nvidia/Open-SWE-Traces
minimax_m25_openhands_trajectories
minimax_m25
openhands
thinking
altair-viz__altair-3118
altair-viz/altair
python
BSD-3-Clause
4003b9f9-720f-4897-a270-586055e35ab7
0
"diff --git a/altair/utils/schemapi.py b/altair/utils/schemapi.py\nindex 5357e523..23c8edc7 100644\n(...TRUNCATED)
"[{\"role\": \"system\", \"content\": \"You are OpenHands agent, a helpful AI assistant that can int(...TRUNCATED)
{"category": "bug-fix", "num_modified_files": 9, "num_modified_lines": 309}
["unresolved"]
"{\"tool_calls\": 57, \"tool_results\": 56, \"assistant_turns\": 57, \"total_chars\": 133819, \"edit(...TRUNCATED)
nvidia/Open-SWE-Traces
minimax_m25_openhands_trajectories
minimax_m25
openhands
thinking
open-telemetry__opentelemetry-go-contrib-6962
open-telemetry/opentelemetry-go-contrib
go
Apache-2.0
fe108abd-08de-44cb-b75c-1c9a5fd164d0
-1
"diff --git a/bridges/otelzap/core.go b/bridges/otelzap/core.go\nindex e3564247..fc5b1b4c 100644\n--(...TRUNCATED)
"[{\"role\": \"system\", \"content\": \"You are OpenHands agent, a helpful AI assistant that can int(...TRUNCATED)
{"category": "feature-request", "num_modified_files": 2, "num_modified_lines": 18}
["unresolved"]
"{\"tool_calls\": 48, \"tool_results\": 47, \"assistant_turns\": 48, \"total_chars\": 158376, \"edit(...TRUNCATED)
nvidia/Open-SWE-Traces
minimax_m25_openhands_trajectories
minimax_m25
openhands
thinking
apache__dubbo-go-hessian2-212
apache/dubbo-go-hessian2
go
Apache-2.0
702b0dab-5adb-481d-a410-27be367373f8
0
"diff --git a/java8_time/duration.go b/java8_time/duration.go\nnew file mode 100644\nindex 0000000..(...TRUNCATED)
"[{\"role\": \"system\", \"content\": \"You are OpenHands agent, a helpful AI assistant that can int(...TRUNCATED)
{"category": "feature-request", "num_modified_files": 10, "num_modified_lines": 316}
["unresolved"]
"{\"tool_calls\": 63, \"tool_results\": 62, \"assistant_turns\": 63, \"total_chars\": 132174, \"edit(...TRUNCATED)
nvidia/Open-SWE-Traces
minimax_m25_openhands_trajectories
minimax_m25
openhands
thinking
alibaba__fescar-412
alibaba/fescar
java
Apache-2.0
6922fc2a-9d34-4bfa-ab08-d46a37b5928b
0
"diff --git a/core/src/main/java/com/alibaba/fescar/core/rpc/netty/NettyClientConfig.java b/core/src(...TRUNCATED)
"[{\"role\": \"system\", \"content\": \"You are OpenHands agent, a helpful AI assistant that can int(...TRUNCATED)
{"category": "bug-fix", "num_modified_files": 6, "num_modified_lines": 60}
["unresolved"]
"{\"tool_calls\": 45, \"tool_results\": 44, \"assistant_turns\": 45, \"total_chars\": 127237, \"edit(...TRUNCATED)
nvidia/Open-SWE-Traces
minimax_m25_openhands_trajectories
minimax_m25
openhands
thinking
ant-design__ant-design-mobile-6316
ant-design/ant-design-mobile
typescript
MIT
8b883ffb-99d3-4572-a667-4ab0095f9cfb
-1
"diff --git a/src/components/image-uploader/image-uploader.tsx b/src/components/image-uploader/image(...TRUNCATED)
"[{\"role\": \"system\", \"content\": \"You are OpenHands agent, a helpful AI assistant that can int(...TRUNCATED)
{"category": "feature-request", "num_modified_files": 6, "num_modified_lines": 285}
["unresolved"]
"{\"tool_calls\": 100, \"tool_results\": 99, \"assistant_turns\": 100, \"total_chars\": 211658, \"ed(...TRUNCATED)
nvidia/Open-SWE-Traces
minimax_m25_openhands_trajectories
minimax_m25
openhands
thinking
nats-io__nats.go-1044
nats-io/nats.go
go
Apache-2.0
f41484c8-58e3-4d7f-ab1d-4c902e4073d2
-1
"diff --git a/jsm.go b/jsm.go\nindex b2cfe6e..b403688 100644\n--- a/jsm.go\n+++ b/jsm.go\n@@ -313,6 (...TRUNCATED)
"[{\"role\": \"system\", \"content\": \"You are OpenHands agent, a helpful AI assistant that can int(...TRUNCATED)
{"category": "enhancement", "num_modified_files": 3, "num_modified_lines": 199}
["unresolved"]
"{\"tool_calls\": 76, \"tool_results\": 75, \"assistant_turns\": 76, \"total_chars\": 104786, \"edit(...TRUNCATED)
nvidia/Open-SWE-Traces
minimax_m25_openhands_trajectories
minimax_m25
openhands
thinking
crossplane-contrib__provider-gitlab-154
crossplane-contrib/provider-gitlab
go
Apache-2.0
8f623b2b-c840-41c5-9293-5fa9dcb23c31
0
"diff --git a/go.mod b/go.mod\nindex d1c95c5..4e16675 100644\n--- a/go.mod\n+++ b/go.mod\n@@ -7,7 +7(...TRUNCATED)
"[{\"role\": \"system\", \"content\": \"You are OpenHands agent, a helpful AI assistant that can int(...TRUNCATED)
{"category": "bug-fix", "num_modified_files": 14, "num_modified_lines": 77}
["unresolved"]
"{\"tool_calls\": 55, \"tool_results\": 54, \"assistant_turns\": 55, \"total_chars\": 188406, \"edit(...TRUNCATED)
nvidia/Open-SWE-Traces
minimax_m25_openhands_trajectories
minimax_m25
openhands
thinking
pravega__zookeeper-operator-201
pravega/zookeeper-operator
go
Apache-2.0
a0af7ce9-b9f7-4591-bf10-5c63d42d5e79
0
"diff --git a/charts/zookeeper-operator/values.yaml b/charts/zookeeper-operator/values.yaml\nindex 2(...TRUNCATED)
"[{\"role\": \"system\", \"content\": \"You are OpenHands agent, a helpful AI assistant that can int(...TRUNCATED)
{"category": "enhancement", "num_modified_files": 18, "num_modified_lines": 260}
["unresolved"]
"{\"tool_calls\": 46, \"tool_results\": 45, \"assistant_turns\": 46, \"total_chars\": 151917, \"edit(...TRUNCATED)
nvidia/Open-SWE-Traces
minimax_m25_openhands_trajectories
minimax_m25
openhands
thinking
cuyz__valinor-493
CuyZ/Valinor
php
MIT
ac1dde68-5332-4ba8-9cfe-6fa4ded92c4f
0
"diff --git a/src/Mapper/Tree/Builder/UnionNodeBuilder.php b/src/Mapper/Tree/Builder/UnionNodeBuilde(...TRUNCATED)
"[{\"role\": \"system\", \"content\": \"You are OpenHands agent, a helpful AI assistant that can int(...TRUNCATED)
{"category": "bug-fix", "num_modified_files": 12, "num_modified_lines": 234}
["unresolved", "unresolved_edited_without_verification"]
"{\"tool_calls\": 138, \"tool_results\": 137, \"assistant_turns\": 138, \"total_chars\": 338240, \"e(...TRUNCATED)
End of preview. Expand in Data Studio

Open-SWE-Traces Swift Probe 5K

Balanced 5,000-row training probe subset from nvidia/Open-SWE-Traces, exported for ModelScope SWIFT-style SFT.

Selection:

  • 1,250 hard-filter-kept rows from each source config.
  • Original native scaffold semantics are preserved.
  • MiniMax rows are exported as thinking examples by wrapping reasoning_content in <think>...</think>.
  • Qwen rows are exported as non-thinking examples; reasoning_content is not emitted.
  • Tool responses are included as role: "tool" messages with loss: false.

Stats:

{
  "seen:minimax_m25_openhands_trajectories": 1265,
  "assistant_thinking_messages": 162853,
  "kept:minimax_m25_openhands_trajectories": 1250,
  "resolved:minimax_m25_openhands_trajectories:1": 401,
  "resolved:minimax_m25_openhands_trajectories:0": 572,
  "resolved:minimax_m25_openhands_trajectories:-1": 277,
  "filtered:minimax_m25_openhands_trajectories": 15,
  "seen:minimax_m25_sweagent_trajectories": 1307,
  "kept:minimax_m25_sweagent_trajectories": 1250,
  "resolved:minimax_m25_sweagent_trajectories:0": 533,
  "resolved:minimax_m25_sweagent_trajectories:1": 463,
  "resolved:minimax_m25_sweagent_trajectories:-1": 254,
  "filtered:minimax_m25_sweagent_trajectories": 57,
  "seen:qwen35_openhands_trajectories": 1281,
  "kept:qwen35_openhands_trajectories": 1250,
  "resolved:qwen35_openhands_trajectories:0": 698,
  "resolved:qwen35_openhands_trajectories:-1": 272,
  "resolved:qwen35_openhands_trajectories:1": 280,
  "filtered:qwen35_openhands_trajectories": 31,
  "seen:qwen35_sweagent_trajectories": 1745,
  "kept:qwen35_sweagent_trajectories": 1250,
  "resolved:qwen35_sweagent_trajectories:1": 490,
  "filtered:qwen35_sweagent_trajectories": 495,
  "resolved:qwen35_sweagent_trajectories:0": 533,
  "resolved:qwen35_sweagent_trajectories:-1": 227,
  "qwen_non_thinking_reasoning_nonempty": 3
}

Validation Split

Random balanced validation split, seed 20260624, 125 rows per config, excluding train trajectory ids.

{
  "seen:minimax_m25_openhands_trajectories": 49948,
  "skip_train_overlap:minimax_m25_openhands_trajectories": 1250,
  "filtered:minimax_m25_openhands_trajectories": 675,
  "assistant_thinking_messages": 17749,
  "kept:minimax_m25_openhands_trajectories": 125,
  "resolved:minimax_m25_openhands_trajectories:1": 41,
  "resolved:minimax_m25_openhands_trajectories:0": 58,
  "resolved:minimax_m25_openhands_trajectories:-1": 26,
  "seen:minimax_m25_sweagent_trajectories": 57268,
  "skip_train_overlap:minimax_m25_sweagent_trajectories": 1250,
  "filtered:minimax_m25_sweagent_trajectories": 2535,
  "kept:minimax_m25_sweagent_trajectories": 125,
  "resolved:minimax_m25_sweagent_trajectories:0": 53,
  "resolved:minimax_m25_sweagent_trajectories:-1": 32,
  "resolved:minimax_m25_sweagent_trajectories:1": 40,
  "seen:qwen35_openhands_trajectories": 55488,
  "skip_train_overlap:qwen35_openhands_trajectories": 1250,
  "filtered:qwen35_openhands_trajectories": 1568,
  "kept:qwen35_openhands_trajectories": 125,
  "resolved:qwen35_openhands_trajectories:1": 36,
  "resolved:qwen35_openhands_trajectories:-1": 35,
  "resolved:qwen35_openhands_trajectories:0": 54,
  "seen:qwen35_sweagent_trajectories": 44785,
  "skip_train_overlap:qwen35_sweagent_trajectories": 1250,
  "filtered:qwen35_sweagent_trajectories": 12813,
  "kept:qwen35_sweagent_trajectories": 125,
  "resolved:qwen35_sweagent_trajectories:1": 51,
  "resolved:qwen35_sweagent_trajectories:0": 50,
  "resolved:qwen35_sweagent_trajectories:-1": 24
}
Downloads last month
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Number of rows:
11,500
Total file size:
601 MB