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2... | [
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] | 2 | 0 | root_action | mp03t4-110-red | 1 | mp03t4.map | 110 | red | 0 | 1 | Decision stage 1 at tick 0. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.
Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation abando... | next_action | {"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait 0.2 seconds; build no army or new buildings","B":"Move or c... | {"next_action":{"choice":"C"}} | {"essential":["Decision stage 1 at tick 0. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; ca... | 26748364dcdd63b37136133c51d26b877fe619a0318f044efcb0c90b334b24d0 | train |
[
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2... | [
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] | 0 | 0 | root_wait | mp03t4-110-red | 2 | mp03t4.map | 110 | red | 3 | 1 | Decision stage 1 at tick 3. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.
Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation abando... | next_action | {"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait 0.2 seconds; build no army or new buildings","B":"Move or c... | {"next_action":{"choice":"A"}} | {"essential":["Decision stage 1 at tick 3. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; ca... | 10ccdb12bbab499938efff8cefbe21ab7f7dcdf58480db6f7f91ecfae6b71be2 | train |
[
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2... | [
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] | 0 | 0 | root_wait | mp03t4-110-red | 3 | mp03t4.map | 110 | red | 6 | 1 | Decision stage 1 at tick 6. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.
Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation abando... | next_action | {"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait 0.2 seconds; build no army or new buildings","B":"Move or c... | {"next_action":{"choice":"A"}} | {"essential":["Decision stage 1 at tick 6. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; ca... | 4924b920ec0442908873376a1721a9201e4efdd6b3de2a1bb047d456fe5b3906 | train |
[
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2... | [
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] | 0 | 0 | root_wait | mp03t4-110-red | 4 | mp03t4.map | 110 | red | 9 | 1 | Decision stage 1 at tick 9. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.
Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation abando... | next_action | {"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait 0.2 seconds; build no army or new buildings","B":"Move or c... | {"next_action":{"choice":"A"}} | {"essential":["Decision stage 1 at tick 9. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; ca... | 712a7d514ec4a4ed186225c42823eb2df0c578056ae3f461504478f2f2f8460e | train |
[
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2... | [
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] | 0 | 0 | root_wait | mp03t4-110-red | 5 | mp03t4.map | 110 | red | 12 | 1 | Decision stage 1 at tick 12. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.
Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband... | next_action | {"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait 0.2 seconds; build no army or new buildings","B":"Move or c... | {"next_action":{"choice":"A"}} | {"essential":["Decision stage 1 at tick 12. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c... | 558e0f3d9b34f290d6aa52e775cfda0329bd00f5a6488b357048d2a455b96acd | train |
[
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2... | [
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] | 0 | 0 | root_wait | mp03t4-110-red | 6 | mp03t4.map | 110 | red | 15 | 1 | Decision stage 1 at tick 15. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.
Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband... | next_action | {"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait 0.2 seconds; build no army or new buildings","B":"Move or c... | {"next_action":{"choice":"A"}} | {"essential":["Decision stage 1 at tick 15. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c... | 48b4aeeab794d81db6a66796b047e413b97d6fba4752a6df11495e7170657180 | train |
[
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2... | [
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] | 0 | 0 | root_wait | mp03t4-110-red | 7 | mp03t4.map | 110 | red | 18 | 1 | Decision stage 1 at tick 18. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.
Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband... | next_action | {"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait 0.2 seconds; build no army or new buildings","B":"Move or c... | {"next_action":{"choice":"A"}} | {"essential":["Decision stage 1 at tick 18. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c... | be3ea8917923b232d287d26e21acb531c097986786c4a7c7044454c4cbc35210 | train |
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2... | [
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] | 0 | 0 | root_wait | mp03t4-110-red | 8 | mp03t4.map | 110 | red | 21 | 1 | Decision stage 1 at tick 21. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.
Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband... | next_action | {"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait 0.2 seconds; build no army or new buildings","B":"Move or c... | {"next_action":{"choice":"A"}} | {"essential":["Decision stage 1 at tick 21. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c... | 32eace50ded8aa57c822c846cb20436408b9ed746b9cd941b282d86d708a9b5c | train |
[
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2... | [
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] | 0 | 0 | root_wait | mp03t4-110-red | 9 | mp03t4.map | 110 | red | 24 | 1 | Decision stage 1 at tick 24. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.
Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband... | next_action | {"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait 0.2 seconds; build no army or new buildings","B":"Move or c... | {"next_action":{"choice":"A"}} | {"essential":["Decision stage 1 at tick 24. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c... | 58e2b05cbbf704e8ae9e7709499001d588670543a613fa7a1377adee94ebb72b | train |
[
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2... | [
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] | 1 | 0 | root_action | mp03t4-110-red | 10 | mp03t4.map | 110 | red | 27 | 1 | Decision stage 1 at tick 27. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.
Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband... | next_action | {"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait for the placed construction yard to finish construction","B... | {"next_action":{"choice":"B"}} | {"essential":["Decision stage 1 at tick 27. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c... | b7e10311186c5c0b125d2a793d6110c37d42159c2be77b5212540af29349a65d | train |
[
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2... | [
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] | 0 | 0 | root_wait | mp03t4-110-red | 11 | mp03t4.map | 110 | red | 30 | 1 | Decision stage 1 at tick 30. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.
Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband... | next_action | {"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait for the placed construction yard to finish construction","B... | {"next_action":{"choice":"A"}} | {"essential":["Decision stage 1 at tick 30. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c... | 13a3682d8c3a27875c7d260f5e2de7adcb7ce67c633a391caab1318b389217a8 | train |
[
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2... | [
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] | 0 | 0 | root_wait | mp03t4-110-red | 12 | mp03t4.map | 110 | red | 33 | 1 | Decision stage 1 at tick 33. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.
Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband... | next_action | {"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait for the placed construction yard to finish construction","B... | {"next_action":{"choice":"A"}} | {"essential":["Decision stage 1 at tick 33. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c... | 06350d8da4d01734d167cc4f2be72d8bf68a27ccdb04a14a99df34657bfad761 | train |
[
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2... | [
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] | 0 | 0 | root_wait | mp03t4-110-red | 13 | mp03t4.map | 110 | red | 36 | 1 | Decision stage 1 at tick 36. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.
Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband... | next_action | {"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait for the placed construction yard to finish construction","B... | {"next_action":{"choice":"A"}} | {"essential":["Decision stage 1 at tick 36. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c... | 36e7feb59b1e097a19b0187c8877e5fd2831fa0177f4d053c29ef59e780bb0f1 | train |
[
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2... | [
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] | 0 | 0 | root_wait | mp03t4-110-red | 14 | mp03t4.map | 110 | red | 39 | 1 | Decision stage 1 at tick 39. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.
Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband... | next_action | {"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait for the placed construction yard to finish construction","B... | {"next_action":{"choice":"A"}} | {"essential":["Decision stage 1 at tick 39. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c... | dd86886b01cda5008f2fbd99b8b79f320cba91797c8fb50f69f7eb125704dd0e | train |
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2... | [
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] | 0 | 0 | root_wait | mp03t4-110-red | 15 | mp03t4.map | 110 | red | 42 | 1 | Decision stage 1 at tick 42. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.
Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband... | next_action | {"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait for the placed construction yard to finish construction","B... | {"next_action":{"choice":"A"}} | {"essential":["Decision stage 1 at tick 42. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c... | 89542a770585012bbabb9f4059ab6dc6d4a800fc23403dd8a2f3720b2d9d8da4 | train |
[
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2... | [
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] | 0 | 0 | root_wait | mp03t4-110-red | 16 | mp03t4.map | 110 | red | 45 | 1 | Decision stage 1 at tick 45. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.
Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband... | next_action | {"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait for the placed construction yard to finish construction","B... | {"next_action":{"choice":"A"}} | {"essential":["Decision stage 1 at tick 45. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c... | e5b26b7501ed8359f189cdbe5c659e37d76c608716b7f75cfa2136a36a6d4e5d | train |
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3330,
15,
16551,
253,
2250,
806,
28,
39394,
3602,
588,
320,
2546,
1735,
15,
50282,
50284,
329,
27,
2... | [
38,
50,
62
] | 0 | 0 | root_wait | mp03t4-110-red | 17 | mp03t4.map | 110 | red | 48 | 1 | Decision stage 1 at tick 48. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.
Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; cancellation aband... | next_action | {"next_action":{"type":"choice","instructions":"Choose the next action that advances your strategic objective. Keep useful processes running and protect the means to win. Select the action first; unresolved parameters will be asked next.","criteria":{"A":"Wait for the placed construction yard to finish construction","B... | {"next_action":{"choice":"A"}} | {"essential":["Decision stage 1 at tick 48. The simulation is paused at this same tick. No choices in this decision have been submitted or executed yet.","Previous choices above are commitments for this decision, not observations of completed actions. Keep their bound parameters. Choose the remaining parameters only; c... | 16d440fbd31474de608cdfa7fc3a3ad208d25fe8e21fa4bdcdca41792acbeede | train |
Red Alert 2 — Laya v33 SFT
This dataset contains the final v33 supervised update used by the Laya honing model in the Red Alert 2 demo. It contains heuristic teacher demonstrations and DAgger corrections from normal fog-of-war observations. The v33 model started from a v29 checkpoint. This dataset is the v33 update, not the complete earlier training history.
Splits
| Split | Examples |
|---|---|
| train | 9,462 |
| validation | 763 |
Load the data
import json
from datasets import load_dataset
ds = load_dataset("jayzou3773/ra2-laya-v33-sft")
row = ds["train"][0]
questions = json.loads(row["questions_json"])
state contains the packed text. questions_json, answers_json, and parts_json contain JSON strings. Parse them with json.loads. ids and markers contain the native Laya encoding. label is the zero-based correct option index. qtype is 0 for a choice question. Episode, source line, map, seed, seat, tick, and stage fields preserve the source of each row.
The fixed-schema JSONL files support dataset tools with static column schemas. Nested objects are stored as JSON strings to preserve dynamic question and option keys. Original native files remain available separately.
Source and checks
original/ contains the 10 original episode files, with their manifests and results. These files contain 11,654 raw question examples. Do not treat them as already deduplicated train and validation files. Seed 105 supplies classifier validation. Deduplication uses the complete token IDs and marker positions. It removes 1,084 duplicate training inputs and 345 validation inputs also found in training. The resulting split has 9,462 training examples and 763 validation examples. The saved v33 checkpoint audit and all 10 source hashes match this export. Maximum input length is 1,494 tokens. No request was trimmed.
Read verification.json for the checks made for this release. SHA256SUMS covers every released file except the checksum file itself.
Scope
These are supervised decision labels. They are not human conversation data or model-generated answers. They use the ra2-game-env simulation. They do not represent Windows client recordings or native Chrono Divide replay files. No evaluation matches or sealed-test matches are included in the training splits.
Classifier validation measures label prediction. It is not a game win-rate test. This release contains data and source metadata. It does not contain model weights or game assets.
No new data license is assigned by this upload. Public access does not change any applicable source rights.
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