A decision model for the REAX (SN92)
demand_forecasting
specialist track (
reax-decide-prompt/1
: one forward pass,
softmax over the option-letter logits).
Base model.
This is a fine-tune of
danyloooah/df-specialist-9b-b
at revision
dc392125f57f9b072e7859b4c2ef0c5ec33c8334
(Apache-2.0), which is itself a fine-tune of
Qwen/Qwen3.5-9B
. All credit for the base model goes to its authors.
Modifications (October 2026).
Only the top decoder layers were trained further, to fix the three programmatic
demand-forecasting families (replenishment, sustained interest, capacity utilisation): programmatically generated items
with exact, rule-computed labels, including targeted near-threshold and rule-edge cases. On every other row (public
train and dev rows of all categories) the base model's own predictions were the targets, so its behaviour there is kept.
No outputs of closed models were used.
Licence: Apache-2.0 (see LICENSE). The base model's licence and attribution are retained.
Runs of dasLOL dfx-1016c on huggingface.co
35
Total runs
8
24-hour runs
35
3-day runs
35
7-day runs
35
30-day runs
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