instance_id stringlengths 15 51 | resolved bool 1
class | messages listlengths 14 144 |
|---|---|---|
Gallopsled__pwntools-636_94 | true | [
{
"content": "You are OpenHands agent, a helpful AI assistant that can interact with a computer to solve tasks.\n\n<ROLE>\nYour primary role is to assist users by executing commands, modifying code, and solving technical problems effectively. You should be thorough, methodical, and prioritize quality over speed... |
Gallopsled__pwntools-636_95 | true | [
{
"content": "You are OpenHands agent, a helpful AI assistant that can interact with a computer to solve tasks.\n\n<ROLE>\nYour primary role is to assist users by executing commands, modifying code, and solving technical problems effectively. You should be thorough, methodical, and prioritize quality over speed... |
Gallopsled__pwntools-636_316 | true | [
{
"content": "You are OpenHands agent, a helpful AI assistant that can interact with a computer to solve tasks.\n\n<ROLE>\nYour primary role is to assist users by executing commands, modifying code, and solving technical problems effectively. You should be thorough, methodical, and prioritize quality over speed... |
Gallopsled__pwntools-636_206 | true | [{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED) |
Gallopsled__pwntools-636_92 | true | [{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED) |
ipython__ipython-374_438 | true | [{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED) |
ipython__ipython-374_821 | true | [{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED) |
ipython__ipython-374_620 | true | [{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED) |
ipython__ipython-374_309 | true | [{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED) |
ipython__ipython-374_527 | true | [{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED) |
func_localize_gpt5mini_add_think_1346i
synthetic-code-training/func_localize_gpt5mini_1346i with LLM-synthesized think steps added to every trajectory that had none
(tools/add_think/add_think.py in the benchmarks repo; model nvidia/deepseek-ai/deepseek-v4-flash). Trajectories that already used the think tool are unchanged.
The steps are placed where opus-4.5 (func_localize_claude45_1457i) uses its think tool: strategy, verify, compose, review
(after the first action's result; after the first view of the target file; right before the first edit; right before finish;
two at the same position are merged). Each thought was written from the run up to that point plus the agent's next call only,
so it cannot use anything the agent had not yet seen; thoughts naming an identifier that appears only later, or speaking about
the writing task, were re-asked once and otherwise dropped.
| value | |
|---|---|
| rows | 1346 |
| trajectories given think steps | 1346 |
| trajectories that already had think steps (unchanged) | 0 |
| trajectories without a usable target edit (unchanged) | 0 |
| think steps added: count / per trajectory | 4724 / 3.51 |
| checkpoints dropped after re-asks | 231 |
| thought words: mean / median | 144 / 154 |
| thought tokens (Qwen3 tokenizer): mean | 201 |
Every thought was then checked by an LLM against the run up to its position (full tool outputs): one that stated a wrong name, parameter, default, path, line number or behaviour was written again with the checker's finding (at most twice) and dropped if still wrong. Checked 4899, flagged 1112, rewritten 937, dropped 175.
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