caldec-ultra-150m / rl_agent_config.json
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CalDec Ultra 150M
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{
"head_layers": 2,
"max_prefixes": 6,
"act_costs": {
"escalate": 0.5
},
"cost_wrong_act": 3.0,
"encoder": "dmis-lab/UltraBERT-150M",
"encoder_revision": "545ac9d9c7aece444f014ada5a1e9818132b4d35",
"max_len": 8192,
"head_max_len": 192,
"amp_dtype": "bf16",
"model_name": "caldec-ultra-150m",
"temperature": [
1.0,
1.0,
1.0
],
"temperature_by_options": {
"choice:3-5": 1.3067494630813599,
"noul:2": 1.1769542694091797,
"score:3-5": 1.1716774702072144,
"choice:2": 1.1175421476364136
},
"training": {
"fine_tuned_from": "dmis-lab/UltraBERT-150M@545ac9d9c7aece444f014ada5a1e9818132b4d35 with a freshly initialized decision head",
"base_revision": "545ac9d9c7aece444f014ada5a1e9818132b4d35",
"epochs_completed": 6,
"selected_epoch": 6,
"updates": 3353,
"lr_encoder": 1e-05,
"lr_head": 0.0001,
"schedule": "linear",
"decisions": 9001,
"seconds": 2066,
"legacy_drop_tail": false,
"objective": "soft cross-entropy",
"with_public": true,
"balance_sites": true,
"seed": 20260924,
"packed": true,
"max_len": 8192,
"max_batch_tokens": 16384,
"extra_train": [
"general mix (scripts/general_data.py: MNLI, BoolQ)",
"kgrozdanovski/assistant-decisions long/train.jsonl"
],
"extra_val": [
"general mix validation (scripts/general_data.py)",
"kgrozdanovski/assistant-decisions long/validation.jsonl"
]
},
"packed": true
}