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281 fix misspelling in llm from scratch jupyter #282

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Merged
Aidyn-Lopez merged 4 commits into from
Nov 25, 2025
Merged

281 fix misspelling in llm from scratch jupyter #282

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2cced11
Delete 2025_11_23_demo_train_an_llm_with_cerebros.ipynb
david-thrower Nov 25, 2025
eaf660e
Add files via upload
david-thrower Nov 25, 2025
0aca030
Add copy of original Jupyter w/ execution metadata
david-thrower Nov 25, 2025
b05b98d
Update automerge.yml
david-thrower Nov 25, 2025
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2 changes: 1 addition & 1 deletion .github/workflows/automerge.yml
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Expand Up @@ -6,7 +6,7 @@ name: Python application
on:
push:

branches: [ "main", "279-add-a-jupyter-notebook-for-llm-training" ]
branches: [ "main", "281-fix-misspelling-in-llm-from-scratch-jupyter" ]


permissions:
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70 changes: 35 additions & 35 deletions 2025_11_23_demo_train_an_llm_with_cerebros.ipynb
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Expand Up @@ -48,7 +48,7 @@
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Expand Down Expand Up @@ -91,7 +91,7 @@
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Expand Down Expand Up @@ -403,7 +403,7 @@
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"# Phase I-b (Extended Training) Hyperparameters\n",
"# Stage I-b (Extended Training) Hyperparameters\n",
"\n",
"These parameters are for fine-tuning the best model from Stage I-a.\n",
"\n",
Expand Down Expand Up @@ -716,7 +716,7 @@
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Expand Down Expand Up @@ -958,7 +958,7 @@
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Expand Down Expand Up @@ -1149,7 +1149,7 @@
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Expand Down Expand Up @@ -1510,7 +1510,7 @@
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Expand Down Expand Up @@ -4269,7 +4269,7 @@
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Expand Down Expand Up @@ -4534,7 +4534,7 @@
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Expand Down Expand Up @@ -4968,7 +4968,7 @@
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"# Stage I-b: Extended Training\n",
"\n",
"- Now, we take the best model from Stage I-a and continue training it on a larger dataset.\n",
"- This uses a streaming `tf.data.Dataset` generator to allow handling of much larger data sets without using more RAM.\n",
Expand Down Expand Up @@ -5119,7 +5119,7 @@
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Expand Down Expand Up @@ -5190,7 +5190,7 @@
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"## Model Compilation for Stage I-b\n",
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"- We recompile the model with the same base optimizer (AdamW), however this time with a custom learning rate scheduler (WarmupCosineDecayRestarts), and for disambiguation, relevant metrics for this training phase. We also add an EarlyStopping callback which is mainly being used to restore the weights from the best epoch, if that turns out to not be the last epoch.\n",
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Expand Down Expand Up @@ -5328,7 +5328,7 @@
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