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config.yaml

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+config: /root/in-context-learning-GLM/src/glm_configs/nb_0.32.yaml
+model:
+  family: gpt2
+  n_dims: 10
+  n_embd: 256
+  n_head: 8
+  n_layer: 12
+  n_positions: 40
+out_dir: /root/in-context-learning-GLM/models/nb-0.32
+test_run: false
+training:
+  batch_size: 256
+  curriculum:
+    dims:
+      end: 10
+      inc: 0
+      interval: 10000
+      start: 10
+    points:
+      end: 40
+      inc: 0
+      interval: 10000
+      start: 40
+  data: gaussian
+  keep_every_steps: 2000
+  learning_rate: 0.00025
+  num_tasks: null
+  num_training_examples: null
+  resume_id: nb-0.32
+  save_every_steps: 2000
+  task: GLM
+  task_kwargs:
+    function_type: neg_binomial
+    r: 1.2
+    scaling: 0.32
+  train_steps: 12000
+wandb:
+  entity: in-context
+  log_every_steps: 10
+  name: nb-0.32-v0
+  notes: ICL GLM training
+  project: in-context-training

model_10000.pt

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model_2000.pt

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model_4000.pt

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model_6000.pt

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model_8000.pt

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state.pt

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