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README.md

@@ -11,4 +11,44 @@ RL-trained on file navigation task with XML tool-calling format.
 
 ## Training Config
 
+```toml
+max_steps = 240
+seq_len = 8192
 
+[model]
+name = "/home/ubuntu/models/hex-toolcall-base-v2"
+
+[wandb]
+project = "xml-tool-thinking"
+name = "findfile-v2-from-hex140"
+
+[orchestrator]
+batch_size = 512
+rollouts_per_example = 16
+
+[orchestrator.sampling]
+max_tokens = 512
+temperature = 1.0
+
+[[orchestrator.env]]
+id = "findfile_xml"
+args = { max_turns = 8, hint_chars = 40, noise_dirs = 3, max_read_chars = 1500, data_path = "/home/ubuntu/dataproc/consensus_pass_v2" }
+
+[trainer.model]
+ac = { freq = 1 }
+
+[trainer.optim]
+lr = 1e-6
+max_norm = 0.001
+
+[trainer.scheduler]
+type = "linear"
+warmup_steps = 5
+decay_steps = 40
+min_lr = 0
+
+[inference.parallel]
+tp = 4
+
+[ckpt]
+```