id stringlengths 36 108 | ids listlengths 2.09k 65.5k | loss listlengths 2.09k 65.5k | n_tokens int32 2.09k 65.5k |
|---|---|---|---|
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4c2e13ed-d391-479f-8045-e900f5726486 | [128000,128006,9125,128007,26197,287,25,611,27963,128009,128006,882,128007,198,2675,527,459,15592,18(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | 12,233 |
5303e459-5a10-46ec-9bd8-f58a53b845d2 | [128000,128006,9125,128007,26197,287,25,611,27963,128009,128006,882,128007,198,2675,527,459,15592,18(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | 29,658 |
f92c5a69-9c10-4625-bcf7-dfa34b237c51 | [128000,128006,9125,128007,26197,287,25,611,27963,128009,128006,882,128007,198,2675,527,459,15592,18(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | 31,805 |
23415cba-9f95-4384-85a4-716cfb423d94 | [128000,128006,9125,128007,26197,287,25,611,27963,128009,128006,882,128007,198,2675,527,459,15592,18(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | 50,884 |
950e9a48-f92b-4e4a-900b-13aaeae566d7 | [128000,128006,9125,128007,26197,287,25,611,27963,128009,128006,882,128007,198,2675,527,459,15592,18(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | 19,929 |
734e008d-3e09-4afa-abb8-49897842f849 | [128000,128006,9125,128007,26197,287,25,611,27963,128009,128006,882,128007,198,2675,527,459,15592,18(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | 26,371 |
492c385b-5655-4aa6-b066-09a6b694a6ca | [128000,128006,9125,128007,26197,287,25,611,27963,128009,128006,882,128007,198,2675,527,459,15592,18(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | 35,412 |
fb32b00c-6b9a-4e7f-8f33-c9f4b65b2ce0 | [128000,128006,9125,128007,26197,287,25,611,27963,128009,128006,882,128007,198,2675,527,459,15592,18(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | 9,619 |
bbb70ba6-ef89-4ea5-8f6d-dca559f30fc4 | [128000,128006,9125,128007,26197,287,25,611,27963,128009,128006,882,128007,198,2675,527,459,15592,18(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) | 43,234 |
Snowball relay SFT rows (tokenized)
The exact training rows behind the relay SFT models of Grug 67B-A2B 09-21
(open-athena/Grug-67B-A2B-Datakit-SFT-262K-2026.09.21). Each row is one episode, already rendered with the
09-21 serving chat template and tokenizer: ids (int32 token ids), loss (int8, 1 = the token is a trained
target), n_tokens, and id (the episode's session id). Train on them with marin's
experiments/post_training/relay_sft (the rows go into the cache unchanged; nothing is re-tokenized).
| config | rows | tokens | steps per pass (16 x 65,536) | trained model |
|---|---|---|---|---|
h8_allkimi |
10,308 (5,916 relay + 4,392 Kimi SWE-smith) | 324.2M | 401 | laion/snowball-67b-a2b-relay-sft-allkimi-step1203: 09-21 + 3 passes |
h9_acont |
8,982 (4,590 relay + 4,392 Kimi SWE-smith) | 270.9M | 333 | laion/snowball-67b-a2b-relay-sft-acont-step999: arm A + 3 passes |
h8_allkimi reproduces from the public base alone. h9_acont continued from arm A (09-21 + 3 passes, 246 steps,
over 1,616 earlier relay rows). Arm A's rows are not published because some carry a benchmark canary GUID from task
starter files; H8 and H9 score alike on every benchmark. No relay row in either config carries one.
Relay rows: the student model played the early turns of a CalibForge terminal task and Qwen3.8-27B took over; only
Qwen's turns carry loss. The readable traces, with labels and the rows left out, are in
laion/calibforge-relay-traces. Kimi rows: open-athena/Kimi-2.5-swesmith-sandboxes-with_tests-oracle_verified_120s-maxeps-32k
(the 4,392 trials listed in that dataset's kimi_trials.txt), rendered the same way with every assistant turn trained.
Recipe: AdamH, LR 3e-4 for both parameter groups, 5 % warmup, one cosine over 3 passes, router bias frozen at the
base's, seed 0. packs.json gives each config's pack count; SHA256SUMS the shard hashes.
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