M1 variant A: task list, schema, provenance
Browse files- README.md +48 -0
- schema.json +1 -0
- tasks.jsonl +25 -0
README.md
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---
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license: mit
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task_categories:
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- reinforcement-learning
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---
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# OpenEnv Arena environment: procedural tool-use tasks
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One OpenEnv server serving procedurally generated tasks. Each episode is a multi-turn JSON tool conversation (`ls`, `read`, `grep`, `python`, `write`, `submit`, `finish`) in a fresh workspace. Instances are generated at reset from a time-bucketed seed, so the tasks are data inside the image, not files in this dataset.
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## Reward
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The terminal reward is `0.6 * (fraction of graded parts correct) + 0.4 * (all parts correct)`, in [0, 1]. Tampering with protected files, or writing nothing, scores 0. The grader runs server-side and the answers are never in the workspace.
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## Provenance
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- Source commit: `ac455143ea419332d5bab8f8fddc7c3b6a7f0d79`
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- Image reference at build time: `ghcr.io/distributedstatemachine/arena-env:m1-a` (variant A)
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## Tasks
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| task_id | domain | family | level |
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|---|---|---|---|
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| `f1-finance` | finance-economics | late_caveat | 2 |
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| `f1-industrial` | industrial-physical-systems | late_caveat | 2 |
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| `f1-office` | office-white-collar | late_caveat | 2 |
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| `f1-security` | cybersecurity | late_caveat | 2 |
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| `f1-software` | software-engineering | late_caveat | 2 |
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| `f2-finance` | finance-economics | false_premise | 2 |
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| `f2-industrial` | industrial-physical-systems | false_premise | 2 |
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| `f2-media` | media-content-production | false_premise | 2 |
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| `f2-office` | office-white-collar | false_premise | 2 |
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| `f2-software` | software-engineering | false_premise | 2 |
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| `f3-finance` | finance-economics | compute | 2 |
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| `f3-industrial` | industrial-physical-systems | compute | 2 |
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| `f3-media` | media-content-production | compute | 2 |
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| `f3-office` | office-white-collar | compute | 2 |
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| `f3-science` | natural-science | compute | 2 |
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| `f4-finance` | finance-economics | budget | 2 |
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| `f4-industrial` | industrial-physical-systems | budget | 2 |
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| `f4-media` | media-content-production | budget | 2 |
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| `f4-security` | cybersecurity | budget | 2 |
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| `f4-software` | software-engineering | budget | 2 |
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| `f5-finance` | finance-economics | artifact | 2 |
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| `f5-media` | media-content-production | artifact | 2 |
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| `f5-office` | office-white-collar | artifact | 2 |
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| `f5-science` | natural-science | artifact | 2 |
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| `f5-security` | cybersecurity | artifact | 2 |
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schema.json
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{"action":{"additionalProperties":false,"description":"{\"tool\", \"args\"} plus OpenEnv's inherited free-form `metadata` (reasoning goes in\nmetadata.thought). One schema for both variants. No numeric bounds anywhere (SPEC §3.2).","properties":{"metadata":{"additionalProperties":true,"description":"Additional metadata for the action","title":"Metadata","type":"object"},"tool":{"description":"Tool name, as listed in the first observation","title":"Tool","type":"string"},"args":{"additionalProperties":true,"description":"Tool arguments, keys as listed in the first observation","title":"Args","type":"object"}},"required":["tool","args"],"title":"ArenaAction","type":"object"},"observation":{"additionalProperties":false,"description":"One model for reset and step observations. None fields are dropped on the wire.","properties":{"done":{"default":false,"description":"Whether the episode has terminated","title":"Done","type":"boolean"},"reward":{"anyOf":[{"type":"boolean"},{"type":"integer"},{"type":"number"},{"type":"null"}],"default":null,"description":"Reward signal from the last action","title":"Reward"},"metadata":{"additionalProperties":true,"description":"Additional metadata for the observation","title":"Metadata","type":"object"},"task":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"description":"Task instruction (reset only)","title":"Task"},"tools":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"default":null,"description":"Tool names, args, descriptions (reset only)","title":"Tools"},"reply_format":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"description":"How to reply (reset only)","title":"Reply Format"},"ok":{"anyOf":[{"type":"boolean"},{"type":"null"}],"default":null,"description":"Whether the last action succeeded (step only)","title":"Ok"},"result":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"description":"Tool output or error message (step only)","title":"Result"},"truncated":{"anyOf":[{"type":"boolean"},{"type":"null"}],"default":null,"description":"Output was cut at the cap","title":"Truncated"},"bytes_total":{"anyOf":[{"type":"integer"},{"type":"null"}],"default":null,"description":"Full output size in bytes when truncated","title":"Bytes Total"},"next_start":{"anyOf":[{"type":"integer"},{"type":"null"}],"default":null,"description":"Next line for a paged read","title":"Next Start"},"step":{"default":0,"description":"Actions taken so far","title":"Step","type":"integer"},"calls_left":{"default":0,"description":"Tool calls remaining","title":"Calls Left","type":"integer"}},"title":"ArenaObservation","type":"object"},"state":{"additionalProperties":true,"properties":{"episode_id":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"description":"Unique identifier for the current episode","title":"Episode Id"},"step_count":{"default":0,"description":"Number of steps taken in the current episode","title":"Step Count","type":"integer"},"task_id":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"title":"Task Id"},"family":{"anyOf":[{"type":"integer"},{"type":"null"}],"default":null,"title":"Family"},"calls_left":{"default":0,"title":"Calls Left","type":"integer"},"done":{"default":false,"title":"Done","type":"boolean"}},"title":"ArenaState","type":"object"}}
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tasks.jsonl
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "finance-economics", "family": 1, "family_slug": "late_caveat", "level": 2, "split": "train", "task_id": "f1-finance"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "industrial-physical-systems", "family": 1, "family_slug": "late_caveat", "level": 2, "split": "train", "task_id": "f1-industrial"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "office-white-collar", "family": 1, "family_slug": "late_caveat", "level": 2, "split": "train", "task_id": "f1-office"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "cybersecurity", "family": 1, "family_slug": "late_caveat", "level": 2, "split": "train", "task_id": "f1-security"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "software-engineering", "family": 1, "family_slug": "late_caveat", "level": 2, "split": "train", "task_id": "f1-software"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "finance-economics", "family": 2, "family_slug": "false_premise", "level": 2, "split": "train", "task_id": "f2-finance"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "industrial-physical-systems", "family": 2, "family_slug": "false_premise", "level": 2, "split": "train", "task_id": "f2-industrial"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "media-content-production", "family": 2, "family_slug": "false_premise", "level": 2, "split": "train", "task_id": "f2-media"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "office-white-collar", "family": 2, "family_slug": "false_premise", "level": 2, "split": "train", "task_id": "f2-office"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "software-engineering", "family": 2, "family_slug": "false_premise", "level": 2, "split": "train", "task_id": "f2-software"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "finance-economics", "family": 3, "family_slug": "compute", "level": 2, "split": "train", "task_id": "f3-finance"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "industrial-physical-systems", "family": 3, "family_slug": "compute", "level": 2, "split": "train", "task_id": "f3-industrial"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "media-content-production", "family": 3, "family_slug": "compute", "level": 2, "split": "train", "task_id": "f3-media"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "office-white-collar", "family": 3, "family_slug": "compute", "level": 2, "split": "train", "task_id": "f3-office"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "natural-science", "family": 3, "family_slug": "compute", "level": 2, "split": "train", "task_id": "f3-science"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "finance-economics", "family": 4, "family_slug": "budget", "level": 2, "split": "train", "task_id": "f4-finance"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "industrial-physical-systems", "family": 4, "family_slug": "budget", "level": 2, "split": "train", "task_id": "f4-industrial"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "media-content-production", "family": 4, "family_slug": "budget", "level": 2, "split": "train", "task_id": "f4-media"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "cybersecurity", "family": 4, "family_slug": "budget", "level": 2, "split": "train", "task_id": "f4-security"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "software-engineering", "family": 4, "family_slug": "budget", "level": 2, "split": "train", "task_id": "f4-software"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "finance-economics", "family": 5, "family_slug": "artifact", "level": 2, "split": "train", "task_id": "f5-finance"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "media-content-production", "family": 5, "family_slug": "artifact", "level": 2, "split": "train", "task_id": "f5-media"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "office-white-collar", "family": 5, "family_slug": "artifact", "level": 2, "split": "train", "task_id": "f5-office"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "natural-science", "family": 5, "family_slug": "artifact", "level": 2, "split": "train", "task_id": "f5-science"}
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{"budgets": {"completion_tokens": 4096, "context_tokens": 8192, "cpu_floor_vcpus": 2, "memory_gib": 4, "reset_wall_s": 180, "rollout_wall_s": 900, "tool_calls_per_minute": 60, "tool_calls_total": 48, "tool_wall_s": 30, "verifier_wall_s": 60, "workspace_gib": 10}, "domain": "cybersecurity", "family": 5, "family_slug": "artifact", "level": 2, "split": "train", "task_id": "f5-security"}
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